🇪🇺 Factory Intelligence & Industrial AI Agents Landscape contains 19 companies across
3 categories.
AI is becoming an operational layer for factories, helping manufacturers understand what is happening on the shop floor and turn machine, production, and worker knowledge into faster decisions.
Production & Process Intelligence
AI that helps manufacturers understand factory performance, detect operational issues, and improve how production processes run.
Almetra
Website: almetra.ai
Almetra is a manufacturing intelligence platform that uses privacy-preserving computer vision and AI to help factory teams understand production-line performance, identify bottlenecks, and improve output.
Category: Production & Process Intelligence.
Funding stage: Series A.
Founded: 2022.
Country: Germany.
Employees: 11–50 employees.
Landscape fit: It fits Factory Intelligence & Industrial AI Agents because the product turns shop-floor data into real-time operational insights, root-cause analysis, and improvement actions for manufacturing teams.
Funding rounds
-
series a
announced 2026-06-01
: 16300000 EUR
; investors: blisce/, Merantix Capital, NAP, Robin Capital, Underline Ventures, Critical Ventures
; source: Tech.eu
; https://tech.eu/2026/06/25/almetra-secures-eur163m-series-a-to-drive-smarter-manufacturing/
-
seed
announced 2024-04-01
: 4500000 EUR
; investors: Cavalry Ventures, Merantix
; source: Almetra
; https://www.almetra.ai/blog/we-ve-got-some-big-news-to-share-4-5-million-seed-funding
Company timeline
-
2026-07-01:
Current team size visible on LinkedIn
(hr)
. Almetra's LinkedIn company page shows a team size of 11–50 employees.. Team size observed: 11–50 employees employees.
Source: LinkedIn.
https://de.linkedin.com/company/almetra-ai
-
2026-07-01:
Careers page shows an open, senior hiring posture
(hr)
. The careers page states that Almetra is a senior team across manufacturing, AI/computer vision, backend/data infrastructure, product/design, and customer-facing deployment, and it invites applicants to explore open positions or send unsolicited applications.. Team size observed: 11–50 employees employees.
Source: Almetra careers page.
https://www.almetra.ai/careers?ashby_jid=7b073627-6fdb-4a16-a071-8d7a74e1f58f
-
2026-07-01:
Active hiring cluster across commercial, engineering, deployment, and operations roles
(hr)
. Almetra posted multiple open roles in a short window, including Senior Talent Partner, Field Installation Engineer, Sensor Intern, Senior/Staff Robotics Engineer, Computer Vision Engineering talent pool, Platform Engineer, Product Owner, Sales Development Representative, Finance Manager, and Senior Backend Engineer.. Team size observed: 11–50 employees employees.
Source: LinkedIn.
https://de.linkedin.com/company/almetra-ai
-
2026-06-01:
series a
(funding)
. Amount: 16300000 EUR. Investors: blisce/, Merantix Capital, NAP, Robin Capital, Underline Ventures, Critical Ventures
Source: Tech.eu.
https://tech.eu/2026/06/25/almetra-secures-eur163m-series-a-to-drive-smarter-manufacturing/
-
2026-01-01:
Rebrand to Almetra and broader category framing
(product)
. In 2026, the company rebranded from Deltia to Almetra and reframed the product as a multimodal data system for factories and next-gen robotics. ([almetra.ai](https://www.almetra.ai/about?utm_source=openai))
Source: Almetra about page and homepage.
https://www.almetra.ai/about
-
2025-12-10:
Grundfos customer story shows expansion into pump manufacturing and throughput gains
(gtm)
. Almetra published a Grundfos case study showing a 9-station deployment completed within weeks and a throughput increase in three months, signaling broader use beyond the earlier electronics/assembly-line narrative. ([almetra.ai](https://www.almetra.ai/customer-stories/grundfos-case-study))
Source: Almetra customer story.
https://www.almetra.ai/customer-stories/grundfos-case-study
Cerrion
Website: cerrion.com
Cerrion builds video AI agents for manufacturers that monitor production lines in real time, detect process deviations and issues, and help teams respond faster to reduce downtime and improve yield.
Category: Production & Process Intelligence.
Funding stage: Series A.
Founded: 2021.
Country: Switzerland.
Employees: 11-50 employees.
Landscape fit: It fits Factory Intelligence & Industrial AI Agents because its core product analyzes factory video feeds to surface operational problems, monitor production performance, and automate responses on the shop floor.
Funding rounds
-
Series A
announced 2025-11-01
: 18000000 USD
; investors: Creandum, Y Combinator, Goat Capital, 10x Founders, session.vc, Harry Stebbings, Oskar Hjertonsson, Thomas Wolf, Garret Langley, Filip Kaliszan, Marc Maurer, Carl Rivera
; source: Food Industry Executive
; https://foodindustryexecutive.com/2025/11/cerrion-raises-18m-to-eliminate-factory-downtime-using-ai-video-agents/
-
Seed
announced 2024-09-01
: 5000000 USD
; investors: Y Combinator, Goat Capital, session.vc, Soma Capital, 10x Founders, Rebel Fund
; source: Tech.eu
; https://tech.eu/2024/09/11/y-combinator-backed-cerrion-raises-5-million-in-funding-to-boost-ai-video-tech-in-manufacturing/
Company timeline
-
2026-07-01:
Foundational people-ops hiring push
(hr)
. Cerrion posted that it was hiring its first Talent and People Lead, while contemporaneous open roles also included customer success, installation leadership, AI deployment, technical operations, and computer vision positions. ([ch.linkedin.com](https://ch.linkedin.com/jobs/view/founding-talent-people-lead-at-cerrion-4401599278)). Team size observed: 11-50 employees employees.
Source: LinkedIn company/jobs pages.
https://ch.linkedin.com/jobs/view/founding-talent-people-lead-at-cerrion-4401599278
-
2026-06-01:
Customer-feature motion around Verallia as proof of industrial credibility
(gtm)
. Cerrion highlighted its feature in Verallia's short film, using a flagship glass-packaging customer to reinforce safety, efficiency, and sustainability outcomes.
Source: Karim Saleh LinkedIn.
https://www.linkedin.com/posts/karim-saleh99_incredibly-proud-to-see-cerrion-featured-activity-7459501353049108480-oRh3
-
2026-06-01:
Founder's Associate search launched
(hr)
. Cerrion’s CEO publicly said he was kicking off a search for a Founder's Associate in Zurich and described it as a new role being established at Cerrion. ([linkedin.com](https://www.linkedin.com/posts/karim-saleh99_im-kicking-off-a-search-for-a-founders-activity-7464661307129131008-60PQ?utm_source=openai)). Team size observed: 11-50 employees employees.
Source: LinkedIn post by Karim Saleh.
https://www.linkedin.com/posts/karim-saleh99_im-kicking-off-a-search-for-a-founders-activity-7464661307129131008-60PQ
-
2026-05-01:
First U.S. enterprise account executive opening
(hr)
. Cerrion posted its first U.S. enterprise account executive role, describing it as a build-from-scratch commercial hire for North America. ([linkedin.com](https://www.linkedin.com/jobs/view/founding-us-based-account-executive-east-coast-at-cerrion-4397789192?utm_source=openai)). Team size observed: 11-50 employees employees.
Source: LinkedIn job post.
https://www.linkedin.com/jobs/view/founding-us-based-account-executive-east-coast-at-cerrion-4397789192
-
2026-02-01:
Customer integration and security engineering hire posted
(hr)
. Cerrion posted a Customer Integration & Security Engineer role focused on bridging the company with customer IT/security teams and supporting deployment at scale. ([ch.linkedin.com](https://ch.linkedin.com/jobs/view/customer-integration-security-engineer-industrial-computer-vision-video-ai-systems-at-cerrion-4351189846?utm_source=openai)). Team size observed: 11-50 employees employees.
Source: LinkedIn job post.
https://ch.linkedin.com/jobs/view/customer-integration-security-engineer-industrial-computer-vision-video-ai-systems-at-cerrion-4351189846
-
2025-11-01:
Series A
(funding)
. Amount: 18000000 USD. Investors: Creandum, Y Combinator, Goat Capital, 10x Founders, session.vc, Harry Stebbings, Oskar Hjertonsson, Thomas Wolf, Garret Langley, Filip Kaliszan, Marc Maurer, Carl Rivera
Source: Food Industry Executive.
https://foodindustryexecutive.com/2025/11/cerrion-raises-18m-to-eliminate-factory-downtime-using-ai-video-agents/
CloEE Oy
Website: cloee.ai
CloEE builds an AI digital advisor for manufacturers that collects, analyzes, visualizes, and benchmarks industrial data to surface downtime root causes and improve OEE and production performance.
Category: Production & Process Intelligence.
Funding stage: Pre Seed.
Founded: 2022.
Country: Finland.
Employees: 11-50 employees.
Landscape fit: It fits the Factory Intelligence & Industrial AI Agents category because its product turns machine and production data into real-time operational insights, anomaly/root-cause detection, and actionable recommendations for factory teams.
Funding rounds
-
Pre-Seed
announced 2025-06-01
: 600000 USD
; investors: Miro Vertanen, Innovestor Angel Co-fund, Cariplo Iniziative, Finnish Business Angels Network members
; source: Tech.eu
; https://tech.eu/2025/06/23/cloee-secures-600k-to-reinvent-industrial-efficiency-with-ai/
Company timeline
-
2026-07-01:
Third SCADA integration on brownfield US site
(product)
. CloEE reported starting deployment and integration with its third SCADA type at a new US site, with a tailored analytics app scheduled to go live in under 90 days.
Source: CloEE LinkedIn.
https://in.linkedin.com/company/cloeesoftware
-
2026-07-01:
Rebuild toward agentic AI and new architecture
(product)
. CloEE said it applied for R&D funding to build a completely new product with agentic AI as a first principle and a new architecture, aiming for a system that perceives, plans, and acts.
Source: CloEE LinkedIn.
https://in.linkedin.com/company/cloeesoftware
-
2026-07-01:
Team size observed
(hr)
. Public source shows a team size of 11-50 employees employees.. Team size observed: 11-50 employees employees.
Source: LinkedIn company page.
https://www.linkedin.com/company/cloeesoftware
-
2026-01-01:
Demo added legacy MES/ERP downtime tracking and cross-floor analysis
(product)
. CloEE shared a new demo showing integrations with legacy MES and ERP, automatic downtime tracking without spreadsheets, intelligent performance analysis across lines and assets, and alignment from shop floor to top floor.
Source: CloEE LinkedIn.
https://in.linkedin.com/company/cloeesoftware
-
2025-12-01:
On-prem Mistral integration for sensitive factory deployments
(product)
. CloEE said it integrated Mistral AI in Q4 2025 so the advisor could run entirely on-premise at production facilities without sending data to the cloud.
Source: CloEE LinkedIn.
https://in.linkedin.com/company/cloeesoftware
-
2025-11-01:
Case-study product deck introduced modular platform and natural-language analysis
(product)
. CloEE published a case-study deck describing its AI Digital Advisor as a modular digital platform with OEE, downtime, and energy KPI tracking, natural-language queries, mini MES workflow/shift planning, 200+ machine protocol support, and rapid pilot-to-rollout deployment.
Source: CloEE Case Studies PDF.
https://cloee.ai/CloEE_CaseStudies.pdf
Quindi S.r.l.
Website: quindi.ai
Quindi is an AI production copilot for manufacturers that connects factory, ERP, and RFID data to detect live production events, recommend actions, and help teams improve efficiency, quality, waste, lead time, and energy use.
Category: Production & Process Intelligence.
Funding stage: Seed.
Founded: 2022.
Country: Italy.
Employees: 11-50 employees.
Landscape fit: It fits Production & Process Intelligence because the product is explicitly built to monitor live production flows, surface anomalies and events in real time, and support decision-making on the factory floor with AI-driven analytics and recommendations.
Funding rounds
-
seed
announced 2024-12-01
: 525000 EUR
; investors: Open Venture, Considi S.p.A.
; source: BeBeez
; https://bebeez.it/venture-capital/quindi-chiude-un-round-da-525-mila-euro-e-accelera-lo-sviluppo-del-suo-ai-production-copilot-per-lindustria-manifatturiera/
Company timeline
-
2026-07-01:
Bianchi factory rollout highlighted connected production architecture
(product)
. A Bianchi case page described Quindi connecting assembly lines, ERP, WMS, RFID, production data, and shop-floor workstations into one digital flow to ramp a new plant.
Source: Quindi Bianchi case page.
https://www.quindi.ai/bianchi-bicycles-quindi---eng
-
2026-07-01:
Team size observed
(hr)
. Public source shows a team size of 11-50 employees employees.. Team size observed: 11-50 employees employees.
Source: LinkedIn.
https://www.linkedin.com/company/quindi-ai
-
2026-06-01:
Industry 5.0 positioning expanded around Quindi Collect, Energy Metering, and conversational AI
(product)
. The Industry 5.0 product page described Quindi Collect for rapid workflow mapping, energy metering for node-level power visibility, and a conversational AI interface that exposes manuals, parameters, issues, and tasks.
Source: Quindi Industry 5.0 page.
https://www.quindi.ai/eng-industry-5-0
-
2026-06-01:
Food manufacturing JumpStart package launched as a demo-to-deployment offer
(gtm)
. Quindi introduced JumpStart, a bounded demo package for Sense that can be deployed on up to three machines or one line and then converted into a full deployment offer.
Source: Quindi client story PDF.
https://static.quindi.ai/client_stories/Client%20Story%20-%20Quindi%20for%20Food%20Manufacturing%20-%20EN.pdf
-
2026-06-01:
Food-manufacturing JumpStart introduced as a fast deployment offer
(product)
. A 2026 food-manufacturing case story introduced Quindi JumpStart, a short assessment-and-deployment path using Quindi Collect, limited to a small number of machines or one line before expanding to a full deployment.
Source: Quindi client story PDF.
https://static.quindi.ai/client_stories/Client%20Story%20-%20Quindi%20for%20Food%20Manufacturing%20-%20EN.pdf
-
2026-06-01:
Industry 5.0 positioning and fast-deployment sales motion formalized
(gtm)
. Quindi’s website reframed the product around Industry 5.0 and introduced a structured 5-step deployment flow using Quindi Collect, technical follow-up, and installation within 30 days.
Source: Quindi Industry 5.0 page.
https://www.quindi.ai/eng-industry-5-0
EthonAI AG (brand: Ethon)
Website: ethon.com
EthonAI builds an industrial AI platform that helps manufacturers understand factory performance, find root causes of production issues, and optimize processes using production data and causal AI.
Category: Production & Process Intelligence.
Funding stage: Series A.
Founded: 2021.
Country: Switzerland.
Employees: 51-200 employees.
Landscape fit: It fits Factory Intelligence & Industrial AI Agents because its core product analyzes factory data, detects operational issues, and guides production improvements across manufacturing workflows.
Funding rounds
-
Series A
announced 2024-05-01
: 15000000 CHF
; investors: Index Ventures, General Catalyst, Earlybird, Founderful
; source: Ethon
; https://www.ethon.com/articles/ethonai-closes-chf-15m-series-a-financing-round
-
Seed
announced 2023-02-01
: 6270000 CHF
; investors: Earlybird Venture Capital, La Famiglia, Wingman Ventures, Acequia Capital
; source: ETH Zurich Department of Management, Technology, and Economics
; https://mtec.ethz.ch/news/dmtec-news/2023/02/ethonai.html
-
Pre-Seed
announced 2022-02-01
: 1300000 USD
; investors: Wingman Ventures, Acequia Capital
; source: Seedtable
; https://www.seedtable.com/funding-round/EthonAI_February_2023_Seed_Funding_Round-89PE8GY
Company timeline
-
2026-07-13:
Company size observed at 51-200 employees
(hr)
. LinkedIn currently shows EthonAI with a company size of 51-200 employees.. Team size observed: 51-200 employees employees.
Source: LinkedIn.
https://www.linkedin.com/company/ethonai
-
2026-07-13:
Current careers page shows multi-function hiring across Zürich, NYC, and London
(hr)
. Ethon’s careers page currently lists open roles for Computer Vision Engineer, Forward Deployed Engineer, Founding GTM Engineer (NYC), GTM Manager (London), GTM Manager (NYC), GTM Manager (Zürich), and an ML internship.. Team size observed: 51-200 employees employees.
Source: Ethon Career Page.
https://ethonai.recruitee.com/
-
2026-02-26:
Brand refresh to support global expansion and U.S. entry
(gtm)
. Ethon introduced a new brand identity, explicitly tying the refresh to its successful U.S. market entry in 2025 and to its evolution into a global Industrial AI leader.
Source: Ethon news: new Brand Identity.
https://www.ethon.com/articles/introducing-ethons-new-brand-identity
-
2026-02-26:
Introduced new brand identity tied to US market entry
(product)
. Ethon introduced a new brand identity and said it followed successful market entry in the United States in 2025, signaling a repositioning around global Industrial AI leadership. ([ethon.com](https://www.ethon.com/articles/introducing-ethons-new-brand-identity))
Source: Ethon news.
https://www.ethon.com/articles/introducing-ethons-new-brand-identity
-
2026-02-26:
Expanded platform packaging into a broader workflow suite
(product)
. By 2026, Ethon’s site presented six workflows—root cause analysis, process optimization, process control, quality inspection, early fault detection, and production traceability—plus enterprise-grade deployment and integration capabilities. ([ethon.com](https://www.ethon.com/platform-deployment-integrations))
Source: Ethon website.
https://www.ethon.com/
-
2026-01-19:
WEF MINDS cohort selection with Siemens
(gtm)
. Ethon and Siemens were selected into the World Economic Forum MINDS first cohort, highlighting the solution as a scaled industrial AI deployment rather than a pilot.
Source: Ethon news: WEF MINDS first cohort.
https://www.ethon.com/articles/ethon-siemens-have-been-selected-among-the-world-economic-forum-minds-first-cohort
Forgis
Website: forgis.com
Forgis builds an industrial intelligence platform that connects factory systems, machines, and cameras to help manufacturers detect issues early and improve production operations.
Category: Production & Process Intelligence.
Funding stage: Pre Seed.
Founded: 2025.
Country: Switzerland.
Landscape fit: It fits this category because it uses AI, automation, and industrial data integration to understand factory performance, surface operational issues, and optimize production processes for manufacturers.
Funding rounds
-
Pre-Seed
announced 2025-11-01
: 4500000 USD
; investors: redalpine, Venture Kick, Kickfund, Gebert Rüf Stiftung, S2S Ventures, Founderful Campus, Massimo Banzi, David Shapira, Talent Kick, Tine Petric, Undisclosed Investors
; source: Venture Kick
; https://www.venturekick.ch/Forgis-secures-USD-45-million-to-bring-AIpowered-intelligence-to-European-factories
-
Grant
announced 2025-11-01
: 150000 CHF
; investors: Venture Kick
; source: Venture Kick
; https://www.venturekick.ch/Forgis-secures-USD-45-million-to-bring-AIpowered-intelligence-to-European-factories
Company timeline
-
2026-07-01:
Open industrial positioning on company homepage
(gtm)
. The homepage now frames Forgis as the 'industrial intelligence' layer for Western manufacturing, with a broad narrative about optimizing factories and connecting machines, information, and logic. ([forgis.com](https://www.forgis.com/))
Source: Forgis homepage.
https://www.forgis.com/
-
2026-07-01:
Careers/open roles visible on company site
(hr)
. Forgis’ homepage currently includes an open-roles section listing Product Growth Intern and Operations Intern.
Source: Forgis website.
https://www.forgis.com/
-
2026-05-01:
Research credibility layer for industrial foundation models
(gtm)
. Forgis publicized multiple ICML 2026 workshop papers and a factory dataset, reinforcing a technical credibility motion that supports enterprise trust and thought leadership. ([forgis.com](https://www.forgis.com/))
Source: Forgis homepage research section.
https://www.forgis.com/
-
2026-05-01:
Microsoft Marketplace distribution launch
(gtm)
. Forgis announced that it landed on Microsoft Marketplace, indicating a new enterprise distribution channel beyond direct outreach. ([linkedin.com](https://www.linkedin.com/posts/forgisai_manufacturing-ai-microsoft-activity-7459905262938865664-kPl3?utm_source=openai))
Source: FORGIS LinkedIn Microsoft Marketplace announcement.
https://www.linkedin.com/posts/forgisai_manufacturing-ai-microsoft-activity-7459905262938865664-kPl3
-
2026-05-01:
Industrial positioning sharpened into FABRICA platform and annual licensing
(gtm)
. Forgis’ Marketplace listing presents FABRICA as an industrial intelligence platform for manufacturers and machine builders, with single-interface monitoring, use-case-specific agents, first-case deployment, and annual licensing. ([marketplace.microsoft.com](https://marketplace.microsoft.com/de-de/product/industrialintelligence.forgis-atlas-platform-setup?tab=overview))
Source: Microsoft Marketplace listing for Forgis FABRICA Platform.
https://marketplace.microsoft.com/de-de/product/industrialintelligence.forgis-atlas-platform-setup?tab=overview
-
2026-05-01:
Time-series methods and benchmark added
(product)
. Forgis added TEMPO, HEPA, and FactoryBench in May 2026, including a spotlighted ICML workshop paper for HEPA and a benchmark for industrial machine understanding. ([forgis.com](https://www.forgis.com/))
Source: Forgis homepage.
https://www.forgis.com/
akeno
Website: akeno.ai
Akeno is an AI-powered production planning and scheduling platform for complex manufacturing operations, using real-time data, optimization, and exception management to generate and update feasible schedules.
Category: Production & Process Intelligence.
Funding stage: Seed.
Founded: 2021.
Country: Germany.
Employees: 11-50 employees.
Landscape fit: It fits Production & Process Intelligence because the product helps manufacturers model operations, optimize schedules, analyze live and historical production data, and improve efficiency and transparency in factory processes.
Funding rounds
-
Seed
announced 2025-05-01
: 4500000 EUR
; investors: Cusp Capital, TS Ventures, another.vc
; source: Tech Funding News
; https://techfundingnews.com/exclusive-akeno-bags-e4-5m-to-bring-adaptive-self-learning-ai-driven-production-planning-to-industry/
Company timeline
-
2026-07-01:
Company story and positioning shifted toward autonomous production planning for complex manufacturing
(product)
. Akeno’s about page framed the product as AI optimization, live data orchestration, and exception management for complex manufacturing, with a stated focus on replacing spreadsheets and manual workarounds.
Source: akeno.
https://www.akeno.ai/about
-
2026-07-01:
Enterprise security and deployment model made explicit
(product)
. Akeno added explicit enterprise messaging around ISO 27001, GDPR, encrypted APIs, role-based access control, audit logging, and deployment in single-tenant, on-premise, or hybrid environments.
Source: akeno.
https://www.akeno.ai/product/how-it-works
-
2026-07-01:
How-it-works page clarified bidirectional shopfloor integration and autonomous replanning
(product)
. Akeno described bidirectional connections to ERP, MES, DCS, and other shopfloor systems, with autonomous scheduling that replans when orders or capacity change.
Source: akeno.
https://www.akeno.ai/product/how-it-works
-
2026-07-01:
Product page expanded with control center, live replanning, exception intelligence, and scenario simulation
(product)
. Akeno’s features page laid out a broader planning workflow with a control center, live production plan, optimization engine, real-time replanning, exception intelligence, data monitoring, and scenario simulation.
Source: akeno.
https://www.akeno.ai/product/features
-
2026-06-01:
Hiring cluster for engineering and implementation roles
(hr)
. akeno had multiple visible openings at once, including Senior Solutions Engineer - AI & Operations Research for Planning/Scheduling and Staff/Senior DevOps Engineer.. Team size observed: 11-50 employees employees.
Source: LinkedIn Jobs.
https://de.linkedin.com/company/akeno-ai/jobs
-
2026-06-01:
Implementation motion formalized from PoC to rollout
(product)
. Akeno published a structured implementation path covering proof of concept, pilot, rollout, and ongoing SaaS operation.
Source: akeno.
https://www.akeno.ai/product/implementation
Zentio
Website: zentio.ai
Zentio is a production-intelligence platform that uses AI agents to model factory operations, reschedule around disruptions, and generate operational analytics for manufacturers.
Category: Production & Process Intelligence.
Funding stage: Pre Seed.
Founded: 2025.
Country: Germany.
Employees: 2-10 employees.
Landscape fit: It fits Factory Intelligence & Industrial AI Agents because its core product is an AI-driven “agentic twin” for the shop floor that monitors production data, detects disruptions, and acts on scheduling and planning decisions in real time.
Funding rounds
-
pre-seed
announced 2025-12-01
: 1400000 EUR
; investors: HTGF, SI Ventures
; source: Zentio
; https://zentio.ai/about
Company timeline
-
2026-06-01:
Working Student Sales opening
(hr)
. Zentio posted a Berlin-based Working Student Sales job focused on outbound prospecting and handing qualified opportunities to the founders.. Team size observed: 2-10 employees employees.
Source: LinkedIn Jobs.
https://de.linkedin.com/jobs/view/werkstudent-sales-german-at-zentio-4413618545
-
2026-05-12:
Agentic twin category introduced
(gtm)
. Zentio published a foundations post defining the 'agentic twin' as a digital twin that not only watches the factory but runs it through agents.
Source: Zentio blog.
https://zentio.ai/blog
-
2026-05-12:
Agentic twin framing introduced
(product)
. Zentio reframed the product as an agentic twin: a live digital model that monitors, decides, and acts across scheduling, planning, analytics, and data.
Source: Zentio blog.
https://zentio.ai/blog/european-manufacturing-competitive
-
2026-04-28:
Data-quality angle added to the narrative
(gtm)
. Zentio published a post arguing that master data quality is no longer the main bottleneck, pointing instead to workflow and operational intelligence.
Source: Zentio blog.
https://zentio.ai/blog
-
2026-04-28:
Data-quality automation added to the product narrative
(product)
. Zentio introduced master-data precision and continuous data-quality correction as part of its product direction, describing a data-focused agent that detects drift and proposes traceable corrections.
Source: Zentio blog.
https://zentio.ai/blog/european-manufacturing-competitive
-
2026-04-14:
Real-time rescheduling message sharpened
(gtm)
. Zentio published an operations essay making real-time rescheduling the baseline requirement for high-mix manufacturing.
Source: Zentio blog.
https://zentio.ai/blog
Quality & Inspection
AI that helps manufacturers catch defects, validate production output, and improve quality workflows with less manual review.
36ZERO Vision
Website: 36zerovision.com
36ZERO Vision is a Munich-based industrial AI company that provides no-code, AI-powered visual quality inspection software for manufacturers to detect defects, validate parts, and improve traceability in production.
Category: Quality & Inspection.
Founded: 2021.
Country: Germany.
Employees: 11-50 employees.
Landscape fit: It fits Quality & Inspection because its core product automates defect detection, completeness checks, OCR, and traceability in manufacturing quality workflows using computer vision and deep learning.
Funding rounds
-
Seed
announced 2025-07-01
: 3600000 EUR
; investors: JOIN Capital, Bayern Kapital, Vanagon Ventures, UnternehmerTUM Funding for Innovators, Alchemist
; source: 36ZERO Vision
; https://36zerovision.com/en/36zero-vision-raises-e36m/
Company timeline
-
2026-02-23:
Dr. Andreas Cornet joins as Industry Advisor
(hr)
. 36ZERO Vision announced Dr. Andreas Cornet as a new Industry Advisor. ([36zerovision.com](https://36zerovision.com/en/dr-andreas-cornet-joins-36zero-vision-as-industry-advisor/?utm_source=openai)). Team size observed: 11-50 employees employees.
Source: 36ZERO Vision.
https://36zerovision.com/en/dr-andreas-cornet-joins-36zero-vision-as-industry-advisor/
-
2026-02-05:
AKU premium partnership
(gtm)
. 36ZERO Vision added AKU GmbH as a premium partner to deliver turnkey industrial quality-inspection solutions with a highly specialized automation integrator.
Source: 36ZERO Vision.
https://36zerovision.com/en/joint-turnkey-solutions-for-the-industry/
-
2026-02-01:
Industry advisor additions
(gtm)
. 36ZERO Vision added industry advisors in January and February 2026 to strengthen market-entry and scaling expertise.
Source: 36ZERO Vision.
https://36zerovision.com/en/category/events/
-
2026-01-27:
phil-vision premium partnership
(gtm)
. 36ZERO Vision announced a premium partnership with phil-vision to offer scalable machine-vision and AI inspection solutions across multiple industrial applications.
Source: 36ZERO Vision.
https://36zerovision.com/en/partnership-for-modern-industrial-and-automation-solutions/
-
2026-01-26:
Ulrich Blessing joins as Industry Advisor
(hr)
. 36ZERO Vision announced Ulrich Blessing as a new member of its Industry Advisor Board. ([36zerovision.com](https://36zerovision.com/en/ulrich-blessing-strengthens-36zero-vision-as-industry-advisor/?utm_source=openai)). Team size observed: 11-50 employees employees.
Source: 36ZERO Vision.
https://36zerovision.com/en/ulrich-blessing-strengthens-36zero-vision-as-industry-advisor/
-
2026-01-21:
Premium partnerships for turnkey industrial vision solutions
(product)
. 36ZERO Vision announced premium partnerships with HELDELE Automation, phil-vision, and AKU to deliver turnkey vision and automation solutions.
Source: 36ZERO Vision news archive.
https://36zerovision.com/en/category/events/
Matta
Website: matta.ai
Matta builds industrial AI and a factory platform that combines vision, sensor data, and AI agents to detect defects, measure parts, count/kitting inventory, and provide traceability on manufacturing lines.
Category: Quality & Inspection.
Funding stage: Seed.
Founded: 2022.
Country: United Kingdom.
Employees: 11-50 employees.
Landscape fit: It fits Quality & Inspection because its core products focus on defect detection, AI metrology, and 100% inspection/quality control workflows for production lines.
Funding rounds
-
seed
announced 2025-12-01
: 14000000 USD
; investors: Lakestar, Giant Ventures, RedSeed VC, InMotion Ventures, 1st Kind, Unruly Capital, Boost VC
; source: Lakestar
; https://lakestar.com/company/matta
Company timeline
-
2026-07-01:
Added commercial strategy support for deals and partnerships
(gtm)
. A Special Projects role was created to support strategy, fundraising, and closing customer deals, with explicit emphasis on engaging large corporate partners. ([matta.ai](https://matta.ai/job-vacancies/special-projects))
Source: Special Projects job posting.
https://matta.ai/job-vacancies/special-projects
-
2026-07-01:
Built a forward-deployed sales and implementation motion
(gtm)
. Matta’s hiring now centers on engineers who handle customer scoping, factory-floor deployment, trade-show lead capture, and on-site problem solving. ([matta.ai](https://matta.ai/job-vacancies/forward-deployed-engineer))
Source: Forward Deployed Engineer job posting.
https://matta.ai/job-vacancies/forward-deployed-engineer
-
2026-07-01:
Packaged deployment hardware to speed installs
(gtm)
. Matta added an industrial edge-box and standardized hardware approach to make deployment faster, non-intrusive, and usable across brownfield factories. ([matta.ai](https://matta.ai/platform))
Source: Matta platform / edge systems job.
https://matta.ai/platform
-
2026-07-01:
Repositioned around a single-install, multi-use-case platform
(gtm)
. Matta’s platform page now emphasizes one installation handling inspection, counting, and health monitoring simultaneously, plus a live virtual factory and AI agent reasoning across vision, machine signals, and history. ([matta.ai](https://matta.ai/platform))
Source: Matta platform page.
https://matta.ai/platform
-
2026-07-01:
Named four-agent product suite for factory use cases
(gtm)
. Matta introduced four complementary agents—Sentry, Gauge, Tally, and Trace—covering defect detection, measurement, counting/kitting, and part traceability. ([matta.ai](https://matta.ai/agents?utm_source=openai))
Source: Matta Agents page.
https://matta.ai/agents
-
2026-07-01:
Active multi-role hiring page visible
(hr)
. Matta’s careers page currently lists seven open roles, including Edge Systems Engineer, Frontend Engineer, Backend Engineer, Forward Deployed Engineer, Special Projects, Machine Learning Engineer, and AI Scientist.. Team size observed: 11-50 employees employees.
Source: Matta careers page.
https://matta.ai/careers
Frontline & Maintenance Agents
AI agents that help operators and maintenance teams troubleshoot equipment, follow procedures, and access industrial knowledge during daily work.
Linexa
Website: linexa.io
Linexa builds an industrial AI platform that reads PLC, HMI, SCADA, and MES project files to make shop-floor automation logic searchable, simulatable, and easier to change safely.
Category: Frontline & Maintenance Agents.
Funding stage: Pre Seed.
Founded: 2025.
Country: Germany.
Employees: 2-10 employees.
Landscape fit: It fits Frontline & Maintenance Agents because it helps operators and maintenance teams understand equipment logic, diagnose downtime root causes, and follow safer change procedures on the factory floor.
Funding rounds
-
pre-seed
announced 2026-04-01
: 2000000 EUR
; investors: Project A, Thomas Böck, Bastian Nominacher, Christian Schlögel
; source: Tech.eu / LinkedIn / Linexa official site
; ([tech.eu](https://tech.eu/2026/04/22/linexa-closes-eur2m-pre-seed-to-advance-ai-driven-manufacturing//?utm_source=openai))
Company timeline
-
2026-07-01:
Published open roles on the company website
(hr)
. Linexa’s website listed open positions for Founding Engineer (Shopfloor Connectivity), Founding Engineer (Data & ML), Founding Engineer (PLC Simulation), Forward Deployed Engineer, and Founders Associate (GTM) intern.. Team size observed: 2-10 employees employees.
Source: Linexa website.
https://www.linexa.io/
-
2026-06-01:
Built an early hiring motion around connectivity, simulation, and GTM
(gtm)
. Linexa publicly hired for Founding Engineer roles in shop-floor connectivity and PLC simulation, plus a Founders Associate Intern focused on GTM, signaling the start of a repeatable sales and implementation motion. ([linkedin.com](https://www.linkedin.com/company/linexa-io/))
Source: Linexa LinkedIn.
https://www.linkedin.com/company/linexa-io/
-
2026-06-01:
Added Antonios Maroulis as Founding Engineer and expanded hiring
(hr)
. Linexa welcomed Antonios Maroulis as a Founding Engineer and said he was already working on live PLC connectivity and cross-vendor parsers. The same update said the company was hiring for Founding Engineer roles and a Founders Associate Intern (GTM).. Team size observed: 2-10 employees employees.
Source: LinkedIn.
https://www.linkedin.com/company/linexa-io/
-
2026-04-01:
Publicly positioned Linexa as a shop-floor visibility and safe-change platform
(gtm)
. Linexa's public messaging crystallized around a "black box" narrative for brownfield manufacturing: read PLC/HMI/SCADA project files, unify automation logic, simulate changes, and reduce the risk and cost of shop-floor modifications. ([linexa.io](https://www.linexa.io/?utm_source=openai))
Source: Linexa LinkedIn / website.
https://www.linkedin.com/company/linexa-io/
-
2026-04-01:
Linexa publicly launches its shop-floor intelligence platform
(product)
. Linexa introduced its industrial AI platform for decoding automation systems, giving manufacturers visibility across PLC, HMI, and SCADA logic and supporting downtime root-cause analysis and simulation before changes reach the line.
Source: LinkedIn.
https://www.linkedin.com/posts/alexandrosvassiliadis_this-week-were-launching-linexa-heres-activity-7440498345736953857-fDnR
-
2026-04-01:
pre-seed
(funding)
. Amount: 2000000 EUR. Investors: Project A, Thomas Böck, Bastian Nominacher, Christian Schlögel
Source: Tech.eu / LinkedIn / Linexa official site.
([tech.eu](https://tech.eu/2026/04/22/linexa-closes-eur2m-pre-seed-to-advance-ai-driven-manufacturing//?utm_source=openai))
Acolyt (Homedesk SRL)
Website: getacolyt.ai
Acolyt is an AI copilot for industrial field operators that centralizes equipment knowledge, diagnoses issues from symptoms, and guides step-by-step procedures on the shop floor.
Category: Frontline & Maintenance Agents.
Founded: 2018.
Country: Belgium.
Landscape fit: It fits the Frontline & Maintenance Agents category because the product is explicitly built to help operators and maintenance staff diagnose equipment issues, follow adaptive procedures, and access tribal knowledge during daily work.
Company timeline
-
2026-07-01:
Product messaging expands to knowledge preservation and ROI claims
(product)
. The website emphasizes preserving tribal knowledge, faster training, lower downtime, fewer maintenance calls, and continuous improvement through traceability.
Source: Acolyt website.
https://getacolyt.ai/en/
-
2026-07-01:
Pilot-led deployment motion is formalized
(product)
. The website states that on-site deployment is generally completed in two weeks, covering use-case definition, machine-context preparation, and support for the first field cases.
Source: Acolyt website.
https://getacolyt.ai/en/
-
2026-07-01:
Website surfaces the core symptom-to-resolution workflow
(product)
. The public website presents three core capabilities: AI diagnosis, interactive procedures, and management/visibility, with context awareness for lines, areas, sites, and asset traceability.
Source: Acolyt website.
https://getacolyt.ai/en/
-
2026-04-25:
BFM Business appearance to introduce Acolyt as an industrial copilot
(gtm)
. Acolyt publicly promoted a BFM Business segment presenting the product as an AI copilot for industry and field operations.
Source: Acolyt LinkedIn.
https://fr.linkedin.com/posts/acolytai_st%C3%A9phane-colle-acolyt-acolyt-le-copilote-activity-7475847947415433216-h8Rz
-
2026-04-25:
Acolyt publicly launches as an industrial AI copilot
(product)
. Acolyt is presented on BFM Business as a new industrial "just-in-time learning" copilot for operational teams, focused on capturing field knowledge and making it available in real time.
Source: BFM Business via Dailymotion.
https://www.dailymotion.com/video/xa6z6iy
-
2026-04-14:
EU trademark filing for Acolyt brand
(gtm)
. Homedesk SRL filed and published an EU trademark application for Acolyt covering AI software and SaaS classes.
Source: TrademarkElite EU Trademark Search.
https://www.trademarkelite.com/europe/trademark/trademark-detail/019347626/acolyt
Edmund AI
Website: edmundai.com
Edmund AI builds an industrial AI assistant that helps factory teams troubleshoot downtime, access machine knowledge, and follow maintenance procedures across production lines.
Category: Frontline & Maintenance Agents.
Funding stage: Pre Seed.
Founded: 2025.
Country: Czech Republic.
Landscape fit: It fits the Frontline & Maintenance Agents category because the product is designed for operators and technicians on the factory floor to diagnose issues, retrieve instructions, and preserve know-how during daily maintenance work.
Funding rounds
-
seed
announced 2026-04-01
: 2500000 EUR
; investors: FORWARD.one, University2Ventures, Tensor Ventures
; source: Tech.eu
; https://tech.eu/2026/04/09/edmund-secures-eur25m-to-bring-ai-driven-troubleshooting-to-the-factory-floor/
-
pre-seed
announced 2025-03-01
: 500000 EUR
; investors: Lighthouse Ventures, Czech Founders, Borovička Capital, Tensor Ventures
; source: Edmund AI
; https://www.edmundai.com/about
Company timeline
-
2026-07-01:
Current careers page shows four open positions
(hr)
. The careers page currently advertises four open positions, including Senior AI Engineer, Solution Engineer (Industry 4.0), and Technical Sales, and says candidates can message a founder directly.
Source: Edmund careers page.
https://www.edmundai.com/careers
-
2026-07-01:
Expanded beyond the founding trio into a 15-person engineering team
(hr)
. Edmund says that in the past twelve months it grew from a co-founder trio into a fully fledged engineering team of 15+ people.
Source: Edmund about page.
https://www.edmundai.com/about
-
2026-06-25:
Invitation-only AI Day for industrial maintenance
(gtm)
. Edmund scheduled a June 2026 full-day AI maintenance workshop near Prague for maintenance leads, reliability engineers, process engineers, and production leadership.
Source: Edmund AI Events.
https://www.edmundai.com/event-praha-2026-06
-
2026-06-01:
Public posting for BE Lead / Architect in Ostrava
(hr)
. LinkedIn job evidence shows Edmund hiring for a BE Lead / Architect role in Ostrava.
Source: LinkedIn jobs.
https://cz.linkedin.com/jobs/view/be-lead-architekt-at-edmund-4303003706
-
2026-04-01:
seed
(funding)
. Amount: 2500000 EUR. Investors: FORWARD.one, University2Ventures, Tensor Ventures
Source: Tech.eu.
https://tech.eu/2026/04/09/edmund-secures-eur25m-to-bring-ai-driven-troubleshooting-to-the-factory-floor/
-
2026-03-01:
Model Obaly multi-plant rollout begins
(gtm)
. In March 2026 Edmund completed training at Model Obaly across multiple shifts and moved into an active multi-factory rollout spanning four Czech plants.
Source: Edmund AI Model Obaly case study.
https://www.edmundai.com/case-model-obaly?lang=pl
Rotomate
Website: rotomate.ai
Rotomate builds an AI colleague for industrial reliability that continuously analyzes plant data and recommends prioritized maintenance actions for operators and maintenance teams.
Category: Frontline & Maintenance Agents.
Funding stage: Pre Seed.
Founded: 2024.
Country: Finland.
Employees: 10 employees.
Landscape fit: It fits the Frontline & Maintenance Agents category because its product helps maintenance and reliability teams interpret machine data, diagnose issues, and decide what to do next during day-to-day plant operations.
Funding rounds
-
pre-seed
announced 2026-06-01
: 2100000 EUR
; investors: Kvanted, Robin Capital, Angel Invest, Accel (scout program), Business Finland
; source: Rotomate
; https://rotomate.ai/blog/rotomate-funding-announcement
Company timeline
-
2026-06-10:
Pre-seed announcement ties product story to European industrial expansion
(gtm)
. Rotomate announced €2.1M in pre-seed funding while stating it already works with customers whose sites represent more than €35B in annual production and has a pipeline across Northern and Western Europe.
Source: Rotomate funding announcement.
https://rotomate.ai/blog/rotomate-funding-announcement
-
2026-06-10:
Pre-seed funding announcement detailed the AI colleague and continuous analysis model
(product)
. Rotomate announced €2.1 million in pre-seed funding and used the announcement to describe its product as an AI colleague that continuously analyzes plant data, explains what is causing an issue, and recommends the right maintenance action.
Source: Rotomate blog.
https://rotomate.ai/blog/rotomate-funding-announcement
-
2026-06-08:
Predictive maintenance reframed as an end-to-end workflow
(product)
. Rotomate published a product essay arguing that predictive maintenance is a workflow, not a technology, and described the product as applying expert-level reasoning across filtering, troubleshooting, assessment, planning, and verification.
Source: Rotomate blog.
https://rotomate.ai/blog/predictive-maintenance-is-not-a-technology
-
2026-06-01:
Named industrial customer proof appears on the public site
(gtm)
. Rotomate began publicly referencing work with SSAB and Aurubis, including quotes that say the product is already supporting condition monitoring teams and tracking failures.
Source: Rotomate website.
https://rotomate.ai/
-
2026-06-01:
Website and role-specific pages positioned Rotomate for plant and maintenance teams
(product)
. Rotomate's live website presents separate experiences for plant managers and maintenance planners, alongside a how-it-works flow that emphasizes integrations with CMMS, EAM, ERP, and operational systems.
Source: Rotomate website.
https://www.rotomate.ai/how-it-works
-
2026-06-01:
Productized buyer-specific messaging for plant managers and maintenance planners
(gtm)
. Rotomate launched distinct pages and value propositions for plant managers and maintenance planners, each centered on planned maintenance, fewer disruptions, and scaling expert reasoning across the plant.
Source: Rotomate website.
https://rotomate.ai/
Augmented Industries GmbH
Website: flow-tool.com
Augmented Industries’ Flow Tool is an AI-powered technician excellence platform that helps industrial operators and maintenance teams capture knowledge, turn SOPs into step-by-step procedures, troubleshoot issues, and improve training and execution in the flow of work. ([flow-tool.com](https://flow-tool.com/?utm_source=openai))
Category: Frontline & Maintenance Agents.
Funding stage: Pre Seed.
Founded: 2021.
Country: Germany.
Employees: 11-50 employees.
Landscape fit: It fits this category because the product is explicitly built for technicians and operators to follow procedures, troubleshoot equipment, and access industrial knowledge during daily work. ([flow-tool.com](https://flow-tool.com/?utm_source=openai))
Funding rounds
-
pre-seed
announced 2025-10-01
: 4500000 EUR
; investors: b2venture, 1st Kind by Peugeot Family, xdeck, DnA Ventures, industry angel investors from BMW, industry angel investors from Siemens, industry angel investors from the German Mittelstand
; source: University of Cambridge Department of Engineering
; https://www.eng.cam.ac.uk/news/cambridge-founded-start-raises-45m-accelerate-ai-tools-industrial-technicians
Company timeline
-
2026-07-01:
Careers page expands to multiple open roles
(hr)
. The Augmented Industries careers page currently shows open positions for Senior Full Stack Developer, Senior AI Engineer, Quality Assurance Engineer, Sales Development Representative, and Account Executive, with an invitation to reach out if no suitable role is found.. Team size observed: 11-50 employees employees.
Source: Augmented Industries careers page.
https://flow-tool.com/careers
-
2026-06-05:
Siemens Xcelerator ecosystem listing created a new distribution channel
(gtm)
. Siemens published an ecosystem page and product page for Flow Tool / FLOW TOOL AI Operator Assistant, effectively turning Siemens into a channel and validation layer for the product.
Source: Siemens ecosystem page.
https://www.siemens.com/en-us/ecosystem/augmented-industries/
-
2026-06-05:
Siemens Xcelerator marketplace listing appeared
(product)
. Siemens listed FLOW TOOL as an available product on its Xcelerator ecosystem, describing it as combining AI-powered work instructions, microtraining, troubleshooting, and knowledge management for technicians and operators.
Source: Siemens Xcelerator ecosystem page.
https://www.siemens.com/en-us/ecosystem/augmented-industries/
-
2026-06-01:
Founder post announces hiring across engineering and commercial roles
(hr)
. Dr. Elisa Roth said Augmented Industries was growing fast and explicitly listed openings for Senior Full Stack Developer, Senior AI Engineer, Quality Assurance Engineer, Technical Account Executive, Sales Development Representative, and Sales Intern.. Team size observed: 11-50 employees employees.
Source: LinkedIn.
https://www.linkedin.com/posts/dr-elisa-roth_%F0%9D%90%81%F0%9D%90%AE%F0%9D%90%A2%F0%9D%90%A5%F0%9D%90%9D%F0%9D%90%A2%F0%9D%90%A7%F0%9D%90%A0-%F0%9D%90%9B%F0%9D%90%A2%F0%9D%90%A0-%F0%9D%90%A7%F0%9D%90%9E%F0%9D%90%9E%F0%9D%90%9D%F0%9D%90%AC-%F0%9D%90%A0%F0%9D%90%AB%F0%9D%90%9E-activity-7455496664061997057-VG2U
-
2025-10-01:
pre-seed
(funding)
. Amount: 4500000 EUR. Investors: b2venture, 1st Kind by Peugeot Family, xdeck, DnA Ventures, industry angel investors from BMW, industry angel investors from Siemens, industry angel investors from the German Mittelstand
Source: University of Cambridge Department of Engineering.
https://www.eng.cam.ac.uk/news/cambridge-founded-start-raises-45m-accelerate-ai-tools-industrial-technicians
-
2025-07-15:
Thought leadership aligned Flow Tool with Siemens-led manufacturing transformation
(gtm)
. Augmented Industries contributed to Siemens’ CRISP Manufacturing book, framing its platform around agentic AI, people-centric operations, and execution support in the flow of work.
Source: Flow Tool resources.
https://flow-tool.com/resources/Siemens-Crisp
Synthavo GmbH
Website: synthavo.de
Synthavo builds an AI-powered spare parts identification and ordering platform that helps manufacturers and OEMs reduce downtime and speed up service workflows.
Category: Frontline & Maintenance Agents.
Funding stage: Seed.
Founded: 2018.
Country: Germany.
Employees: 11-50 employees.
Landscape fit: It fits the Frontline & Maintenance Agents category because its product helps operators and service teams identify the right parts quickly, follow service workflows faster, and reduce equipment downtime during maintenance and repairs.
Funding rounds
-
seed
announced 2024-12-01
: 4000000 EUR
; investors: Samaipata, Senovo, Rainer Hundsdörfer, Tobias Rieker (MARKT-PILOT), Oliver Bendig
; source: Synthavo press release; YPOG deal update
; ([synthavo.de](https://www.synthavo.de/en/news-und-ressourcen/synthavo-secures-4-million-to-revolutionize-spare-parts-management-with-ai))
Company timeline
-
2026-07-01:
Current multi-function hiring cluster on careers page
(hr)
. Synthavo’s open roles page currently lists multiple full-time openings across Customer Success, IT, Marketing, and Sales, including Customer Success Manager, Senior Backend Developer, Senior Marketing Manager, Junior Account Executive, and Senior Account Executive.. Team size observed: 11-50 employees employees.
Source: Synthavo careers/open roles.
https://www.synthavo.de/en/open-roles
-
2026-06-01:
Brand and credibility layer extended through ecosystem affiliation and webinar proof
(gtm)
. Synthavo surfaced its Cyber Valley affiliation and used a WEINIG webinar recap to show how OEMs see the product as a strategic profitability and customer-loyalty lever.
Source: Synthavo.
https://www.synthavo.de/en/news-und-ressourcen/cyber-valley-x-synthavo
-
2026-06-01:
Expanded use case from service efficiency to broader OEM workflow
(gtm)
. Synthavo’s MBO case study positioned the product for employees, agents, partners, and customers, showing self-service spare-part identification without technical knowledge and linking it to faster service, lower support load, and stronger new-machine sales.
Source: Synthavo.
https://www.synthavo.de/news-und-ressourcen/success_story_mbo
-
2026-06-01:
Industrial case-study motion established around customer proof
(gtm)
. Synthavo published a HOLMER case study showing 1-click spare-part identification reducing incorrect orders, support costs, and downtime while improving customer lock-in and spare-parts revenue.
Source: Synthavo.
https://www.synthavo.de/en/news-und-ressourcen/wie-holmer-mit-synthavo-ausfallzeiten-reduziert
-
2024-12-01:
seed
(funding)
. Amount: 4000000 EUR. Investors: Samaipata, Senovo, Rainer Hundsdörfer, Tobias Rieker (MARKT-PILOT), Oliver Bendig
Source: Synthavo press release; YPOG deal update.
([synthavo.de](https://www.synthavo.de/en/news-und-ressourcen/synthavo-secures-4-million-to-revolutionize-spare-parts-management-with-ai))
-
2023-07-06:
WEINIG webinar highlights 1-click spare parts identification
(product)
. A VDMA webinar with WEINIG presented Synthavo's visual spare-parts identification as a key factor for profitability in after-sales, with the full identify-and-order flow completed in two clicks. ([synthavo.de](https://www.synthavo.de/en/news-und-ressourcen/recap-vdma-webinar-mit-weinig?utm_source=openai))
Source: synthavo.
https://www.synthavo.de/en/news-und-ressourcen/recap-vdma-webinar-mit-weinig
lytra GmbH
Website: lytra.ai
lytra builds an AI operating system for manufacturing service teams that surfaces relevant documents, similar cases, and workflows, and automates repetitive after-sales support tasks.
Category: Frontline & Maintenance Agents.
Funding stage: Pre Seed.
Founded: 2025.
Country: Germany.
Landscape fit: It fits the Frontline & Maintenance Agents category because its AI agents help operators/service teams find technical knowledge, answer troubleshooting questions, and trigger service workflows during daily work.
Company timeline
-
2026-07-01:
Security and compliance proof page added
(gtm)
. lytra’s security page emphasizes GDPR compliance, EU hosting, ISO 27001 certification, TLS encryption, 2FA, and contextual access controls.
Source: Data Protection and Security Are Our Top Priorities.
https://www.lytra.ai/en/security
-
2026-07-01:
Proof-of-concept and rapid deployment packaging
(gtm)
. The website now describes a four-week proof of concept using customer data, followed by integration and go-live in a few days, signaling a more structured pilot-to-deployment sales motion.
Source: AI Agents for Your Manufacturing Service.
https://www.lytra.ai/en
-
2026-07-01:
Current homepage shifted to AI operating system language
(gtm)
. By mid-2026, the public website positions lytra as an 'AI operating system' for manufacturing service teams, emphasizing agents that retrieve documents, similar cases, route tickets, and execute workflows.
Source: AI Agents for Your Manufacturing Service.
https://www.lytra.ai/en
-
2026-04-01:
Jan Poguntke named GTM lead at lytra
(hr)
. Jan Poguntke posted that he would lead the Go-To-Market team at lytra GmbH starting April 1.
Source: Jan Poguntke on LinkedIn.
https://www.linkedin.com/posts/jan-poguntke_there-it-is-going-back-to-startup-life-activity-7445018599024517120-S-p_
-
2026-04-01:
Business Development Representative joined lytra
(hr)
. Etienne Fieg announced that Martim Torre joined lytra GmbH as Business Development Representative to support top-of-funnel activity and pipeline growth.
Source: lytra LinkedIn company page / Etienne Fieg post.
https://de.linkedin.com/company/lytraai
-
2026-04-01:
Founder-led hiring push announced
(hr)
. Etienne Fieg said lytra GmbH was actively looking for builders and operators and listed open roles in Business Development, Forward Deployed Engineering, and ML Platform Engineering.
Source: Etienne Fieg on LinkedIn.
https://www.linkedin.com/posts/etienne-fieg_we-want-you-in-our-team-benedikt-s-activity-7430657527824093185-7nl4
Picomto
Website: picomto.com
Picomto is an industrial software platform for digitizing work instructions, procedures, checklists, and maintenance knowledge so operators and technicians can follow and capture procedures on web and mobile.
Category: Frontline & Maintenance Agents.
Founded: 2013.
Country: France.
Employees: 11-50 employees.
Landscape fit: It fits Frontline & Maintenance Agents because the product helps operators and technicians access step-by-step instructions, maintenance procedures, and operational knowledge directly during daily work, rather than serving as a general-purpose AI assistant.
Company timeline
-
2026-06-05:
Homepage introduces AI-assisted capture of shop-floor expertise
(product)
. Picomto's current homepage highlights AI that turns a filmed intervention into a step-by-step guide for production or maintenance knowledge capture.
Source: Picomto homepage.
https://www.picomto.com/
-
2026-06-05:
Homepage reframes Picomto as a connected operator and manager platform
(product)
. Picomto's homepage now presents a single interface for connected operators and managers, linking work instructions and checklists to tasks, collaboration, dashboards, remote maintenance, audits, AR, and team training.
Source: Picomto homepage.
https://www.picomto.com/en/
-
2026-04-01:
LinkedIn job post for Angular developer apprenticeship
(hr)
. Picomto posted a LinkedIn job opening for a future Angular 21 developer apprentice based in La Madeleine.. Team size observed: 11-50 employees employees.
Source: Picomto LinkedIn.
https://fr.linkedin.com/posts/picomto_alternance-angular-developpementweb-activity-7442151621641256961-CPgv
-
2026-03-03:
4C onboarding page extends the platform into digital mentoring
(gtm)
. Picomto published an onboarding guide positioning the platform for 4C onboarding, with mobile, AR, remote maintenance, and remote expert support used to accelerate skills transfer and new-hire integration.
Source: Picomto.
https://www.picomto.com/en/4c-onboarding/
-
2025-08-26:
Regulated-industry case studies expand proof across aerospace and defense
(gtm)
. Picomto published customer stories for Daher and the French Navy showing distributed operating procedures, skills checklists, and remote expert-assisted maintenance across aerospace and defense operations.
Source: Picomto.
https://www.picomto.com/en/customers/daher/
-
2025-06-10:
Defense landing page targets regulated defense and MCO workflows
(gtm)
. Picomto introduced a defense-industry page emphasizing secure, on-prem, ITAR-free digitalization of critical maintenance and production processes, with explicit references to EN/AS9100, Part21, and Part145 environments.
Source: Picomto.
https://www.picomto.com/defense/
remberg
Website: remberg.com
remberg builds an intelligent maintenance platform for industrial and facility teams, combining CMMS-style maintenance software with an industrial AI copilot to help operators and maintenance staff manage assets, work orders, spare parts, and troubleshooting.
Category: Frontline & Maintenance Agents.
Founded: 2018.
Country: Germany.
Employees: 51-200 employees.
Landscape fit: It fits the Frontline & Maintenance Agents category because its product gives maintenance teams instant AI-guided access to asset history, work instructions, and troubleshooting help during day-to-day shop-floor and service work.
Funding rounds
-
Series A+
announced 2025-05-01
: 15000000 EUR
; investors: Acton Capital, Oxx, Earlybird, Speedinvest, Fly Ventures
; source: remberg
; https://remberg.com/blog/remberg-raises-eu15-million
-
Series A
announced 2022-02-01
: 11000000 EUR
; investors: Earlybird Venture Capital, Speedinvest, Fly Ventures, Michael Wax, Bastian Nominacher, Roman Schumacher, Cecil Wöbker, Crew Capital
; source: NEON
; https://neon.law/news/neon-advises-earlybird-on-e-11-million-series-a-financing-round-of-remberg
-
Seed
announced 2019-10-01
: 2000000 EUR
; investors: Fly Ventures, Speedinvest
; source: Munich Startup
; https://www.munich-startup.de/en/54141/remberg-seed-2-million/
Company timeline
-
2026-07-01:
Packaging becomes more structured with public pricing tiers
(gtm)
. remberg made its pricing visible with a free tier and paid Essential and Premium plans, while keeping Enterprise for larger accounts and AI usage metering through AI credits.
Source: remberg pricing page.
https://remberg.com/pricing
-
2026-07-01:
Partner ecosystem launched around integrations and co-selling
(product)
. remberg launched a partner ecosystem for technology providers, service companies, and consultancies to extend and embed the platform.
Source: remberg partners page.
https://remberg.com/partners
-
2026-07-01:
Developer portal and webhook/API layer formalized
(product)
. remberg exposed documented APIs and webhooks through a developer portal, including API keys, webhook management, and event handling for integrations.
Source: remberg developer portal.
https://developers.remberg.de/
-
2026-07-01:
Agentic CMMS positioning and agent workflows introduced
(product)
. remberg described its product as an agentic CMMS, with AI agents preparing schedules, pre-sorting requests, pre-filling work orders, and turning manuals into procedures.
Source: remberg blog and AI Copilot feature page.
https://remberg.com/blog/what-is-an-agentic-cmms
-
2026-06-01:
Partner ecosystem launched around APIs and co-sell
(gtm)
. remberg introduced a formal partner ecosystem with technology, services, co-sell, and referral tracks, and positioned integrations as a path to joint customer value.
Source: remberg partners page.
https://remberg.com/partners
-
2026-06-01:
Commercial proof expands with quantified Liqui Moly results
(gtm)
. remberg published a customer story showing 20% higher asset availability, 90% faster access to information, and sub-12-month ROI, with the AI Copilot highlighted in maintenance operations.
Source: remberg customer reference.
https://remberg.com/references/liqui-moly
