AI for Engineering & Product Development: AI Copilots & Workflow Automation contains 12 companies across
1 categories.
Startups building AI layers around engineering workflows, helping teams set up simulations, connect tools, interpret results, automate repetitive tasks, and navigate complex technical data.
New category
Synera
Website: synera.io
Synera is an agentic AI platform for engineering that automates product development workflows by orchestrating design, simulation, approvals, and other CAx/PLM tools.
Category: New category.
Funding stage: Series B.
Founded: 2018.
Country: Germany.
Employees: 51-200 employees.
Landscape fit: It fits the AI for Engineering & Product Development category because it uses AI agents and workflow automation to help engineers accelerate and automate product development tasks across engineering software tools.
Funding rounds
-
Series B
announced 2026-04-01
: 35000000 EUR
; investors: Revaia, UVC Partners, ISAI Cap Venture, Spark Capital, BMW i Ventures, Cherry Ventures, Venture Stars
; source: Synera
; https://www.synera.io/de/press/bremer-ki-unternehmen-synera-erhaelt-35-millionen-euro
-
Series A
announced 2022-09-01
: 14500000 EUR
; investors: Spark Capital, BMW i Ventures, Cherry Ventures, UVC Partners, Venture Stars
; source: Synera
; https://www.synera.io/news/series-a-funding
-
Seed
announced 2019-11-01
: 3000000 EUR
; investors: Cherry Ventures, UVC Partners, BMW i Ventures, Venture Stars
; source: Synera
; https://www.synera.io/de/news/synera-raises-eu3-million-seed-round
Company timeline
-
2026-06-01:
NVIDIA collaboration for design and simulation
(gtm)
. Synera announced a collaboration with NVIDIA focused on AI agents for design and engineering simulation. ([synera.io](https://www.synera.io/press))
Source: Synera press page.
https://www.synera.io/press
-
2026-06-01:
Three new hires announced in customer success, marketing, and sales
(hr)
. Synera said Daniel joined as Customer Success Manager, Sunitha joined as Product Marketing Copywriter, and Suhail joined as Business Development Representative.. Team size observed: 51-200 employees employees.
Source: Synera LinkedIn.
https://www.linkedin.com/company/syneragmbh/
-
2026-05-05:
First CRO and sharper US sales buildout
(gtm)
. Synera appointed Ubaldo Rodriguez as its first CRO to lead US expansion from San Francisco. ([synera.io](https://www.synera.io/press/synera-appoints-ubaldo-rodriguez-as-first-cro-to-lead-us-expansion?utm_source=openai))
Source: Synera press release: AI engineering platform Synera appoints tech veteran Ubaldo Rodriguez as first CRO to lead US expansion.
https://www.synera.io/press/synera-appoints-ubaldo-rodriguez-as-first-cro-to-lead-us-expansion
-
2026-04-01:
Leadership hire: Chief Revenue Officer and first Forward Deployed Engineer
(hr)
. Synera announced Björn Grauers as UX Designer, Hendrik as its first Forward Deployed Engineer, and Ubaldo as Chief Revenue Officer.. Team size observed: 51-200 employees employees.
Source: Synera LinkedIn.
https://www.linkedin.com/posts/syneragmbh_new-joiners-activity-7443227894115512322-hZME
-
2026-04-01:
Series B
(funding)
. Amount: 35000000 EUR. Investors: Revaia, UVC Partners, ISAI Cap Venture, Spark Capital, BMW i Ventures, Cherry Ventures, Venture Stars
Source: Synera.
https://www.synera.io/de/press/bremer-ki-unternehmen-synera-erhaelt-35-millionen-euro
-
2026-03-01:
Cambrion add-in turns documents into structured workflow data
(product)
. Synera released a Cambrion add-in that extracts requirements from PDFs and Word documents and returns structured JSON for workflows.
Source: Synera news on Cambrion add-in.
https://www.synera.io/news/introducing-cambrion-add-in-synera
Bench
Website: getbench.ai
Bench is an AI-powered engineering workflow automation platform that generates and executes design workflows across existing CAD, CAE, and PLM tools, helping engineering teams ship faster with less manual work. ([getbench.ai](https://getbench.ai/))
Category: New category.
Funding stage: Pre Seed.
Founded: 2024.
Country: United Kingdom.
Landscape fit: It fits this category because it automates engineering design workflows with AI agents, integrates into existing product development toolchains, and is positioned to accelerate iteration, reduce manual work, and improve time-to-market. ([getbench.ai](https://getbench.ai/))
Funding rounds
-
Pre-seed
announced 2025-08-01
: 1000000 GBP
; investors: SuperSeed, Vanagon, ellipsis, Buildery.vc, Revenue Syndicate, Maximilian Wittmann, CFA
; source: LinkedIn (Revenue Syndicate post)
; https://www.linkedin.com/posts/revenue-syndicate_cats-out-the-bag-a-huge-congratulations-activity-7352000146278105088-0u4L
Company timeline
-
2026-06-01:
Open founding engineering role visible on careers page
(hr)
. Bench's About/Careers surface listed a 'Founding Full Stack Engineer - Computational Geometry' opening.
Source: getbench.ai/about.
https://getbench.ai/about
-
2026-05-01:
Public customer proof added with quantified results
(gtm)
. Bench launched a case-studies hub featuring Stride Robotics and a reported 70% reduction in CAD-related delays.
Source: Bench case studies.
https://www.getbench.ai/case-studies
-
2026-04-01:
Broadened use-case and integration marketing
(gtm)
. Bench expanded its public product surface into dedicated use-case pages and an integrations directory spanning CAD, CAE, and scripting tools such as Solidworks, Catia, Siemens NX, ANSYS, and SimScale.
Source: Bench product site.
https://www.getbench.ai/integrations
-
2025-09-01:
Public launch of engineering workflow automation positioning
(gtm)
. Bench surfaced a direct-response homepage centered on automating engineering workflows across existing CAD, CAE, and PLM tools, with founder-led demos and an enterprise-ready message.
Source: Bench homepage.
https://getbench.ai/
-
2025-08-01:
Pre-seed
(funding)
. Amount: 1000000 GBP. Investors: SuperSeed, Vanagon, ellipsis, Buildery.vc, Revenue Syndicate, Maximilian Wittmann, CFA
Source: LinkedIn (Revenue Syndicate post).
https://www.linkedin.com/posts/revenue-syndicate_cats-out-the-bag-a-huge-congratulations-activity-7352000146278105088-0u4L
-
2025-07-09:
Onshape integration launched
(gtm)
. Bench added an Onshape integration that can read and update design parameters and add or modify part features through feature-script workflows.
Source: Bench changelog.
https://getbench.ai/changelog
Aibuild
Website: ai-build.com
Aibuild is an AI software platform that automates engineering and manufacturing workflows for additive manufacturing and CNC, including CAD design, simulation setup, cleanup, and toolpath generation.
Category: New category.
Founded: 2015.
Country: United Kingdom.
Employees: 11-50 employees.
Landscape fit: It fits this category because its Aibuild OS acts as an engineering copilot/agent that automates multi-step CAD/CAE/CAM workflows rather than just assisting with single tasks.
Funding rounds
-
Series A
announced 2023-10-01
: 8500000 USD
; investors: IQ Capital, Nikon, SuperSeed, ACT Venture Partners, Atlas Ventures, Seedcamp
; source: Aibuild
; https://ai-build.com/resources/aibuild-series-a/
-
Seed
announced 2022-06-01
: 3200000 USD
; investors: ACT Venture Partners, SuperSeed
; source: Aibuild
; https://ai-build.com/resources/aibuild-secures-3-2m-investment-to-revolutionize-additive-manufacturing/
-
Seed
announced 2021-02-01
: 1000000 USD
; investors: SuperSeed, William Tunstall-Pedoe
; source: Silicon Canals
; https://siliconcanals.com/ai-build-raises-829k/
Company timeline
-
2026-05-19:
Thermomechanical simulation launch adds a new enterprise wedge
(gtm)
. Aibuild launched FETS, a thermomechanical simulation product validated by NIAR and positioned as extremely fast and CAM-agnostic. ([ai-build.com](https://ai-build.com/resources/aibuild-launches-thermomechanical-simulation/))
Source: Aibuild thermomechanical simulation launch.
https://ai-build.com/resources/aibuild-launches-thermomechanical-simulation/
-
2026-05-19:
Aibuild launched FETS thermomechanical simulation
(product)
. Aibuild released FETS, a GPU-powered thermomechanical simulation tool for additive manufacturing with thermal, distortion, stress, and defect prediction outputs.
Source: Aibuild.
https://ai-build.com/resources/aibuild-launches-thermomechanical-simulation/
-
2026-05-01:
Additive Manufacturing Engineer opening posted
(hr)
. Aibuild posted an opening for an Additive Manufacturing Engineer on its careers page, joining the R&D team in East London and working with industrial KUKA robots.. Team size observed: 11-50 employees employees.
Source: Aibuild careers page.
https://ai-build.com/jobs/additive-manufacturing-engineer/
-
2026-03-09:
Aibuild OS launch reframes the company as an autonomous engineering platform
(gtm)
. Aibuild launched Aibuild OS as an agentic AI operating system that automates CAD, CAE, and CAM workflows and turns design intent into production-ready parts. ([ai-build.com](https://ai-build.com/resources/aibuild-launches-aibuild-os/))
Source: Aibuild OS launch.
https://ai-build.com/resources/aibuild-launches-aibuild-os/
-
2026-03-09:
Aibuild launched Aibuild OS as an autonomous engineering platform
(product)
. Aibuild OS debuted in public alpha as an agentic system that can execute CAD, CAE, and CAM workflows end to end.
Source: Aibuild.
https://ai-build.com/resources/aibuild-launches-aibuild-os/
-
2026-02-04:
Aibuild 3.4.81 expanded AI reasoning and launched nonplanar weaving for 6-axis DED
(product)
. The February 2026 release let the AI Agent interpret quality and safety checks, run iterative feedback loops, and added surface tolerance checks plus world-first nonplanar weaving toolpaths for 6-axis DED and WAAM.
Source: Aibuild.
https://ai-build.com/resources/aibuild-release-3-4-81/
CADAICO GmbH
Website: cadai.co
CADAICO builds CADAI, an AI-powered chat-to-design platform for engineering that turns text and drawings into 3D CAD and adds a PDM assistant to streamline design and product-development workflows.
Category: New category.
Funding stage: Pre Seed.
Founded: 2023.
Country: Germany.
Employees: 1 employee visible on LinkedIn; 3 named people listed on the company page.
Landscape fit: It fits this category because its core products are AI copilots for engineering/product development—automating CAD tasks, accelerating design iteration, and improving workflow efficiency across the product lifecycle.
Company timeline
-
2026-06-01:
Product packaging formalized around C2D and PDM Assistant
(product)
. The current pricing page separates CADAI C2D from CADAI PDM-Assistant and adds free, yearly-license, enterprise, on-prem, and custom-integration options.
Source: CADAICO pricing page.
https://www.cadai.co/en/pricing
-
2026-06-01:
Current website consolidates product-led trial and enterprise conversion
(gtm)
. The live site now foregrounds CADAI Chat-to-Design, PDM Assistant, use cases, partner/supporter proof, and a 'try free' entry point alongside quote-driven enterprise sales.
Source: CADAICO homepage and pricing.
https://www.cadai.co/
-
2026-06-01:
Team size observed
(hr)
. Public source shows a team size of 1 employee visible on LinkedIn; 3 named people listed on the company page employees.. Team size observed: 1 employee visible on LinkedIn; 3 named people listed on the company page employees.
Source: LinkedIn.
https://de.linkedin.com/company/cadaico
-
2025-10-01:
Community-built assistants launch as a broader ecosystem play
(gtm)
. CADAICO introduced a community initiative to co-build AI assistants and reward contributors, expanding beyond the original CAD assistant into a broader participation model.
Source: CADAICO blog.
https://www.cadai.co/blog/community-built-ai-assistants-build-contribute-earn
-
2025-06-01:
Public product packaging and enterprise pricing go live
(gtm)
. CADAICO formalized CADAI C2D and CADAI PDM-Assistant packaging on the website, including a free basic web app, yearly licenses, and custom enterprise integration packages.
Source: CADAICO Pricing.
https://www.cadai.co/en/pricing
-
2025-05-01:
Schnaithmann proof-of-concept expands credibility
(gtm)
. CADAICO said Schnaithmann accepted the CADAI Assistant proof of concept and allowed access to its server and CAD library for deeper training and customization.
Source: CADAICO blog.
https://www.cadai.co/blog/moving-forward-with-schnaithmann-maschinenbau
NEOCAD Srl
Website: neocadsrl.com
An Italian AI startup that provides a generative-AI platform for searching, reusing, and supporting engineering work on company CAD files to speed up mechanical/industrial design workflows.
Category: New category.
Funding stage: Pre Seed.
Founded: 2024.
Country: Italy.
Employees: 2-10 employees.
Landscape fit: It fits the category because it is an AI copilot/workflow automation product for engineering and product development: it helps technical teams retrieve CAD assets, reuse prior designs, reduce duplication, and accelerate design decisions with AI.
Funding rounds
-
pre-seed
announced 2026-04-01
: 550000 EUR
; investors: 40Jemz Ventures, HabiSmart, Zest, Coima, Ariston, Nova Capital
; source: NEOCAD
; https://neocadsrl.com/en/neocad-raises-e550000-to-scale-ai-in-mechanical-design/
Company timeline
-
2026-06-01:
Sharpens product positioning around CAD search and reuse
(gtm)
. The current website centers the product on intelligent CAD search, geometric similarity, project reuse, and AI design support for manufacturing technical offices.
Source: NEOCAD website.
https://neocadsrl.com/en/the-solution/
-
2026-05-20:
Content reframes the product around reducing design time in technical offices
(product)
. NEOCAD published an article focused on CAD archive search, reuse, and AI-assisted reduction of design time.
Source: NEOCAD news.
https://neocadsrl.com/en/how-to-reduce-design-time-in-the-technical-office/
-
2026-05-20:
Publishes thought leadership on reducing design time
(gtm)
. NEOCAD published content aimed at manufacturing technical offices about the time lost searching CAD archives and starting from scratch.
Source: NEOCAD News.
https://neocadsrl.com/en/news/news/
-
2026-05-01:
Business Development Specialist opening posted
(hr)
. NEOCAD posted a LinkedIn job opening for a Business Development Specialist in Legnano, describing a role focused on pipeline generation, outbound prospecting, HubSpot workflow setup, and close collaboration with the founder team.. Team size observed: 2-10 employees employees.
Source: LinkedIn Jobs.
https://it.linkedin.com/jobs/view/business-development-specialist-at-neocad-4385756213
-
2026-04-15:
Partnership with Fondazione Bruno Kessler suggests continued AI and industrial engineering deepening
(product)
. NEOCAD announced a partnership with Fondazione Bruno Kessler to bring AI to industrial engineering.
Source: NEOCAD news.
https://neocadsrl.com/en/neocad-and-fondazione-bruno-kessler-a-partnership-to-bring-ai-to-industrial-engineering/
-
2026-04-15:
Partners with Fondazione Bruno Kessler
(gtm)
. NEOCAD announced a strategic partnership with Fondazione Bruno Kessler to strengthen the platform’s technological foundations and adoption in industrial engineering.
Source: NEOCAD News.
https://neocadsrl.com/en/news/news/
Leo AI
Website: getleo.ai
Leo AI is a generative AI platform and engineering design copilot for mechanical engineers that turns text, sketches, CAD files, and technical requirements into DFMA-compliant product designs and helps automate parts of the product-development workflow. ([getleo.ai](https://www.getleo.ai/about?utm_source=openai))
Category: New category.
Funding stage: Seed.
Founded: 2023.
Country: United States.
Employees: 11-50 employees.
Landscape fit: It fits this category because it is explicitly positioned as an AI copilot for engineering, with workflow automation around design concept generation, technical Q&A, part search, and CAD-integrated collaboration for product development. ([getleo.ai](https://www.getleo.ai/about?utm_source=openai))
Funding rounds
-
Seed
announced 2025-07-01
: 5000000 USD
; investors: Flint Capital, TechAviv, Two Lanterns VC, OurCrowd, Mento VC, Bertrand Sicot, Yossi Matias
; source: Leo AI blog
; https://www.getleo.ai/blog/leo-ai-raises-9-7m-to-build-the-world-s-first-ai-for-mechanical-engineering
Company timeline
-
2026-06-01:
Reliability-focused release cycle
(product)
. Leo shipped a June 1–7, 2026 release focused on reliability and quality improvements, including assembly inspection fixes, document-generation fixes, CAD-generation reliability, Onshape PDF sync, and edit detection. ([getleo.ai](https://www.getleo.ai/releases))
Source: Leo AI releases.
https://www.getleo.ai/releases
-
2026-06-01:
Hiring cluster for first sales, customer success, and engineering roles
(hr)
. Leo AI publicly posted multiple openings, including Founding Account Executive, Founding Customer Success Manager, Full Stack Engineer, and Product Specialist - Mechanical Engineer.. Team size observed: 11-50 employees employees.
Source: Leo AI LinkedIn company page.
https://www.linkedin.com/company/leoai
-
2026-05-18:
AI agents for PLM workflows
(product)
. Leo described autonomous engineering assistants that search, analyze, and act across product data, framing the product as moving beyond basic chatbots. ([getleo.ai](https://www.getleo.ai/blog/ai-agents-plm-engineering-2026?utm_source=openai))
Source: Leo AI blog.
https://www.getleo.ai/blog/ai-agents-plm-engineering-2026
-
2026-05-12:
Engineering security posture
(product)
. Leo stated that it is SOC-2 Type II certified, GDPR compliant, and does not train on customer data, while preserving existing PDM/PLM permissions. ([getleo.ai](https://www.getleo.ai/blog/soc2-for-engineering-ai-security))
Source: Leo AI blog.
https://www.getleo.ai/blog/soc2-for-engineering-ai-security
-
2026-04-14:
PhysicsX webinar broadened positioning toward simulation workflows
(gtm)
. Leo hosted a webinar with PhysicsX on AI-native simulation and the design-to-simulation feedback loop, extending the product story beyond CAD assistance into adjacent engineering workflows. ([getleo.ai](https://www.getleo.ai/webinar?utm_source=openai))
Source: Leo AI webinar page.
https://www.getleo.ai/webinar
-
2026-04-07:
PLM and PDM intelligence layer
(product)
. Leo positioned itself as an intelligence layer on top of PDM, PLM, CAD, and ERP systems, emphasizing native integrations with SolidWorks PDM, Autodesk Vault, PTC Windchill, Siemens Teamcenter, and Arena PLM. ([getleo.ai](https://www.getleo.ai/blog/ai-plm-erp-integration-engineering-data?utm_source=openai))
Source: Leo AI blog.
https://www.getleo.ai/blog/ai-plm-erp-integration-engineering-data
Hanomi
Website: hanomi.ai
Hanomi builds an AI layer for mechanical engineering that automates CAD-to-2D drawing workflows and captures senior-engineering know-how for manufacturable hardware design.
Category: New category.
Funding stage: Seed.
Founded: 2024.
Country: United States.
Employees: 2-10 employees.
Landscape fit: It fits this category because it is explicitly an AI copilot/workflow automation tool for engineering and product development, helping engineers turn 3D CAD into 2D drawings and auto-apply engineering expertise across the design workflow.
Funding rounds
-
Seed
announced 2025-04-01
: 3000000 USD
; investors: HOF Capital, Bessemer Venture Partners, Tiny Supercomputer Investment Company, Precursor Ventures, Entrepreneurs First, Transpose Platform
; source: Hanomi
; https://www.hanomi.ai/about-us
Company timeline
-
2026-06-10:
Current careers page shows open engineering roles
(hr)
. Hanomi's careers page currently lists Engineer (Full-Stack) and Algorithm Engineer roles in Bangalore.. Team size observed: 2-10 employees employees.
Source: Hanomi careers page.
https://www.hanomi.ai/careers
-
2026-02-01:
Founding Designer role impacted by restructuring
(hr)
. Jyotsna Venkatesh publicly said her role as Founding Designer at Hanomi was impacted by recent restructuring.. Team size observed: 2-10 employees employees.
Source: LinkedIn.
https://www.linkedin.com/posts/jyotsnavenk_opentowork-productdesign-uxdesign-activity-7388705333994512384-sU6t
-
2025-06-01:
Hiring for Senior Product Engineer, Applied AI
(hr)
. Drishti Bhasin posted that Hanomi was looking for a Senior Product Engineer, Applied AI and said the company was expanding in San Francisco.. Team size observed: 2-10 employees employees.
Source: LinkedIn.
https://www.linkedin.com/posts/drishti-bhasin_were-looking-for-a-senior-product-engineer-activity-7323491461524545536-QNW0
-
2025-04-14:
Public launch centered on CAD-to-2D drawings and expertise capture
(gtm)
. On April 14, 2025, Hanomi’s site and legal pages reflected a launched product and a seed-stage public narrative: the company said it had secured a $3M seed round while describing Hanomi as an intelligence layer that captures senior-engineer know-how and starts with 2D drawings.
Source: Hanomi about page and terms.
https://www.hanomi.ai/about-us
-
2025-04-14:
CAD-to-2D product launch and mission clarified
(product)
. Hanomi publicly defined its product around generating 2D drawings from 3D CAD, emphasizing an intelligence layer that captures engineering know-how and a future path to expand upstream.
Source: Hanomi mission/about pages.
https://www.hanomi.ai/articles/mission
-
2025-04-01:
Seed
(funding)
. Amount: 3000000 USD. Investors: HOF Capital, Bessemer Venture Partners, Tiny Supercomputer Investment Company, Precursor Ventures, Entrepreneurs First, Transpose Platform
Source: Hanomi.
https://www.hanomi.ai/about-us
CoLab
Website: colabsoftware.com
CoLab is an AI-powered engineering collaboration platform that helps hardware and mechanical engineering teams review designs, connect product data, and make faster product decisions.
Category: New category.
Funding stage: Series B.
Founded: 2017.
Country: Canada.
Employees: 160 employees.
Landscape fit: It fits the AI for Engineering & Product Development category because its core product is an engineering collaboration system for design reviews, and its latest product messaging emphasizes AI-powered design checks, knowledge capture, and workflow automation for technical teams.
Funding rounds
-
Series C
announced 2025-11-01
: 72000000 USD
; investors: Intrepid Growth Partners, Insight Partners, Y Combinator, Pelorus VC, Killick Capital, Spider Capital
; source: Business Wire
; https://www.businesswire.com/news/home/20251110476949/en/AI-Is-Changing-Engineering.-CoLab-Just-Raised-%2472M-to-Lead-the-Transformation.
-
Series B
announced 2024-05-01
: 21000000 USD
; investors: Insight Partners, Y Combinator, Killick Capital, Pelorus VC
; source: CoLab Software
; https://www.colabsoftware.com/post/colab-software-raises-21m-to-help-hardware-engineering-teams-accelerate-product-development
-
Series A
announced 2021-10-01
: 17000000 USD
; investors: Insight Partners, Xometry, Onshape, GrabCAD, Bosch, Tesla, Atlassian
; source: CoLab Software
; https://www.colabsoftware.com/post/colab-raises-17m-series-a-to-modernize-collaboration-for-mechanical-engineering-teams
-
Seed
announced 2019-10-01
: 2700000 CAD
; investors: Spider Capital, Liquid 2, FundersClub, Killick Capital, Pelorus Venture, Panache Ventures
; source: BetaKit
; https://betakit.com/colab-raises-2-7-million-after-y-combinator-demo-day/
-
pre-seed
announced 2018-06-01
: 600000 CAD
; investors: Pelorus Venture, Killick Capital, Panache Ventures
; source: CoLab Software
; https://www.colabsoftware.com/post/colab-software-raises-600k-pre-seed-round
Company timeline
-
2026-06-01:
Multiple open roles visible on LinkedIn Jobs
(hr)
. CoLab's LinkedIn jobs page showed active openings in business development, sales, key account, industry strategy, sales engineering, product management, mechanical engineering, and performance marketing.. Team size observed: 160 employees employees.
Source: CoLab LinkedIn Jobs.
https://ca.linkedin.com/company/colabsoftware/jobs
-
2026-05-07:
2D pins and measurement enhancements
(product)
. CoLab added direct 2D feedback pins and more flexible 3D measurement controls, reducing the steps needed to capture location-specific review comments. ([colabsoftware.com](https://www.colabsoftware.com/product-updates))
Source: Product updates - CoLab.
https://www.colabsoftware.com/product-updates
-
2026-04-17:
Drive notebooks become standalone assets
(product)
. CoLab let users create Notebooks directly in Drive, separating pre-reads, requirements, decision logs, and supplier context from individual reviews. ([colabsoftware.com](https://www.colabsoftware.com/product-updates))
Source: Product updates - CoLab.
https://www.colabsoftware.com/product-updates
-
2026-04-01:
Careers page shows rapid headcount growth and active hiring
(hr)
. CoLab's careers page says the company welcomed 64 new teammates in the last 12 months, growing from 96 to 160 employees, and includes an open-roles section with a hiring contact.. Team size observed: 160 employees employees.
Source: CoLab Careers.
https://www.colabsoftware.com/careers
-
2026-02-06:
Enterprise API and review governance updates
(product)
. CoLab launched a versioned Enterprise API, portal guest permissions for review management, and review keys for consistent external reference. ([colabsoftware.com](https://www.colabsoftware.com/product-updates?0dfeb690_page=2))
Source: Product updates - CoLab.
https://www.colabsoftware.com/product-updates?0dfeb690_page=2
-
2026-01-09:
AutoReview becomes a more capable AI review engine
(product)
. CoLab expanded AutoReview with user input prompts, processing stages, unread badges, reliability fixes, expanded 2D agent coverage, and custom checklists. ([colabsoftware.com](https://www.colabsoftware.com/product-updates?0dfeb690_page=2))
Source: Product updates - CoLab / AutoReview.
https://www.colabsoftware.com/product-updates?0dfeb690_page=2
bananaz
Website: bananaz.ai
bananaz is an AI-powered design management platform for engineering teams that automates design change tracking, validation, and collaboration across product development workflows.
Category: New category.
Funding stage: Seed.
Founded: 2023.
Country: Israel.
Employees: 11-50 employees.
Landscape fit: It fits this category because it uses AI copilots and workflow automation to help mechanical engineering and product teams manage CAD/design changes, automate validation checks, and streamline cross-functional collaboration.
Funding rounds
-
Seed
announced 2024-12-01
: 5300000 USD
; investors: 10D, Cardumen Capital
; source: PR Newswire
; https://www.prnewswire.com/news-releases/bananaz-exits-stealth-with-5-3m-seed-funding-to-bring-ai-into-the-world-of-change-management-in-design-and-manufacturing-302321033.html
Company timeline
-
2026-06-08:
Agentic layer positioning on AWS
(product)
. bananaz described its platform as an agentic layer running inside the engineering stack, emphasizing CAD geometry, BOMs, PDM revision history, custom rules, and scaled report generation.
Source: bananaz blog.
https://www.bananaz.ai/blog
-
2026-06-08:
Added AWS co-marketing and regulated-industry proof
(gtm)
. bananaz published AWS-co-authored content describing its agentic layer on AWS and cited a medical-device customer that cut drawing review time by up to 80% on FDA-regulated documentation.
Source: bananaz blog.
https://www.bananaz.ai/blog/introducing-design-agent-your-ai-powered-mechanical-engineering-expert
-
2026-06-01:
Pro Model for complex drawing reviews
(product)
. bananaz introduced a Pro Model for more complex engineering drawing reviews, alongside a Light Model for high-volume checks.
Source: bananaz blog.
https://www.bananaz.ai/blog
-
2026-06-01:
Introduced Pro Model for complex drawing reviews
(gtm)
. bananaz added a Pro Model for complex engineering drawing reviews, pairing it with a Light Model for high-volume checks.
Source: bananaz blog.
https://www.bananaz.ai/blog/introducing-design-agent-your-ai-powered-mechanical-engineering-expert
-
2026-05-24:
Automated design checklist validation
(product)
. bananaz added a workflow that converts SOPs, checklists, and standards documents into automated review rules that run before human review.
Source: bananaz blog.
https://www.bananaz.ai/blog
-
2026-05-24:
Moved checklist validation into automated enforcement
(gtm)
. bananaz published a design-checklist workflow that turns engineering SOPs and standards into automated validations running continuously during design work.
Source: bananaz blog.
https://www.bananaz.ai/blog/introducing-design-agent-your-ai-powered-mechanical-engineering-expert
AllSpice.io
Website: allspice.io
AllSpice is a hardware development platform for electrical engineering teams that combines design reviews, revision control, automation, and an AI agent (DRCY) to help teams collaborate on schematics and PCB layouts. ([learn.allspice.io](https://learn.allspice.io/docs/what-is-allspice))
Category: New category.
Funding stage: Series A.
Founded: 2019.
Country: United States.
Employees: 11-50 employees.
Landscape fit: It fits AI for Engineering & Product Development because it uses AI-assisted first-pass design reviews plus workflow automation to help hardware teams catch issues earlier, collaborate in context, and speed up product development. ([learn.allspice.io](https://learn.allspice.io/docs/what-is-allspice))
Funding rounds
-
Series A
announced 2025-06-01
: 15000000 USD
; investors: Rethink Impact, L'ATTITUDE Ventures, GingerBread Capital, DNX Ventures, Root Ventures, Flybridge Capital Partners, Benchstrength
; source: PR Newswire / AllSpice.io
; https://www.prnewswire.com/news-releases/allspiceio-hardware-development-platform-raises-15m-series-a-round-to-launch-ai-agent-and-scale-new-enterprise-functionality-for-electrical-engineering-teams-302489862.html
-
Undisclosed
announced 2023-07-01
: 5999994 USD
; investors: Flybridge, Benchstrength, Root Ventures, Bowery Capital
; source: Employbl
; https://www.employbl.com/companies/AllSpice/funding-rounds
-
Seed
announced 2022-01-01
: 3200000 USD
; investors: Bowery Capital, Root Ventures, Flybridge Capital Partners, angel investors
; source: TechCrunch
; https://techcrunch.com/2022/01/31/allspice-thinks-hardware-developers-lack-their-own-github-so-it-is-building-one/
-
Pre-Seed
announced 2020-07-01
: 500000 USD
; investors: Flybridge
; source: Employbl
; https://www.employbl.com/companies/AllSpice/funding-rounds
Company timeline
-
2026-06-05:
DRCY trial and evaluation results are documented
(product)
. AllSpice published a customer evaluation case showing DRCY catching implementation issues that human reviewers missed on a large defense electronics design.
Source: AllSpice blog.
https://www.allspice.io/post/how-hardware-engineering-teams-evaluate-drcy
-
2026-05-18:
AllSpice launches Quick Review to reduce onboarding friction
(gtm)
. AllSpice introduced Quick Review, a lightweight path to collaborative PCB review and visual diffs without full repository setup.
Source: AllSpice blog.
https://www.allspice.io/post/just-get-me-there-faster-how-quick-review-was-built
-
2026-05-18:
Quick Review lowers onboarding friction for hardware reviews
(product)
. AllSpice introduced Quick Review as a lightweight path for uploading designs, comparing revisions, and leaving contextual comments without Git or ECAD plugins.
Source: AllSpice blog.
https://www.allspice.io/post/just-get-me-there-faster-how-quick-review-was-built
-
2026-05-04:
AllSpice publishes rollout framework for staged enterprise adoption
(gtm)
. AllSpice formalized a five-level rollout model from first setup to org-wide toolchain orchestration.
Source: AllSpice blog.
https://www.allspice.io/post/how-hardware-organizations-roll-out-allspice
-
2026-05-04:
AllSpice introduces a staged rollout model for hardware teams
(product)
. AllSpice published a rollout framework that maps adoption from initial setup and repeatable design reviews through workflow integration, org-wide standardization, and toolchain orchestration.
Source: AllSpice blog.
https://www.allspice.io/post/how-hardware-organizations-roll-out-allspice
-
2026-05-01:
Intern hiring announced for product, GTM ops, and content
(hr)
. AllSpice said it was hiring interns for Product Management, GTM Ops, and Content, with the content role open to undergrads.. Team size observed: 11-50 employees employees.
Source: LinkedIn.
https://www.linkedin.com/posts/allspice-io_come-work-at-allspice-this-summer-our-internships-activity-7441929753068146688-yc4-
Foundation EGI
Website: foundationegi.com
Foundation EGI builds an AI platform for engineering and manufacturing teams that automates technical documentation, drawing generation, workstep planning, catalog creation, and technical translation across the product development lifecycle.
Category: New category.
Funding stage: Series A.
Founded: 2023.
Country: United States.
Employees: 11-50 employees.
Landscape fit: It fits the AI for Engineering & Product Development category because its product is explicitly designed to automate engineering workflows and product-development tasks like CAD-to-drawing generation, process planning, documentation, and translation.
Funding rounds
-
Series A
announced 2025-07-01
: 23000000 USD
; investors: Translink Capital, RRE Ventures, McRock Capital, Escape Investment Management, Fifth Growth Fund, E14 Fund, UNION, GRIDS Capital, Henry Ford III
; source: PR Newswire
; https://www.prnewswire.com/news-releases/foundation-egi-secures-23m-in-oversubscribed-series-a-to-build-the-worlds-first-engineering-general-intelligence-platform-302499061.html
-
Seed
announced 2025-04-01
: 7600000 USD
; investors: E14 Fund, Union Lab Ventures, Stata Venture Partners, Samsung Ventures, GRIDS Capital, Henry Ford III
; source: Samsung Next
; https://www.samsungnext.com/blog/why-we-invested-in-foundation-egi
Company timeline
-
2026-06-11:
Active hiring cluster across research, engineering, and manufacturing roles
(hr)
. Foundation EGI publicly listed 11 open full-time jobs on LinkedIn, including research scientist, software architect, ML ops, mechanical data engineer, CAD backend engineer, and manufacturing engineering consultant roles.. Team size observed: 11-50 employees employees.
Source: LinkedIn.
https://www.linkedin.com/jobs/foundation-egi-jobs-worldwide
-
2026-02-03:
Commercial push into Asia via MIT ILP
(gtm)
. Foundation EGI presented its platform in Japan and Korea through MIT’s Industrial Liaison Program, indicating an international business-development motion beyond its initial US-centric posture. ([foundationegi.com](https://www.foundationegi.com/blog))
Source: Foundation EGI blog.
https://www.foundationegi.com/blog
-
2025-10-24:
Service and operator manual translation added
(product)
. Foundation EGI introduced Automating Service and Operator Manual Translations for producing multilingual technical documentation while preserving engineering terminology and formatting.
Source: Foundation EGI blog.
https://www.foundationegi.com/blog
-
2025-10-16:
Spare parts catalog automation introduced
(product)
. Foundation EGI introduced Automating Spare Parts Catalogs for generating catalogs at scale from engineering data.
Source: Foundation EGI blog.
https://www.foundationegi.com/blog
-
2025-10-10:
Assembly instructions added for process planning
(product)
. Foundation EGI introduced Automating Assembly Instructions, describing generation of step-by-step assembly documentation directly from 3D CAD models.
Source: Foundation EGI blog.
https://www.foundationegi.com/blog
-
2025-10-07:
Technical Drawing launched as a core workflow
(product)
. Foundation EGI introduced Technical Drawing for automatically generating standards-compliant technical drawings from 3D CAD, including feature detection, PMI annotation, and a DFM copilot.
Source: Foundation EGI blog.
https://www.foundationegi.com/blog
Tandem
Website: tandem.inc
Tandem is an AI platform for hardware engineering that captures design intent, requirements, design changes, reviews, and decisions in one system to reduce rework and speed up design and compliance workflows.
Category: New category.
Funding stage: Pre Seed.
Founded: 2025.
Country: United States.
Employees: 2-10 employees.
Landscape fit: It fits this category because it acts as an AI copilot and workflow layer for engineering/product development teams, automatically capturing context from CAD work and assisting with reviews, traceability, and documentation.
Funding rounds
-
Seed
announced 2026-06-01
: 4700000 USD
; source: Antler
; https://www.antler.co/blog/announcing-the-spring-2026-u-s-portfolio-showcase
-
Seed
announced 2025-09-01
: 200000 USD
; investors: Antler
; source: Dealroom
; https://app.dealroom.co/companies/tandem_29
Company timeline
-
2026-06-01:
Added founder-led credibility and early team-building for AI-native hardware engineering
(gtm)
. Tandem’s LinkedIn presence shows the company recruiting a machine learning engineer and publicly reinforcing the message that it is building an AI-native platform for hardware engineering.
Source: Tandem LinkedIn.
https://www.linkedin.com/company/tandem-intelligence
-
2026-06-01:
Seed
(funding)
. Amount: 4700000 USD
Source: Antler.
https://www.antler.co/blog/announcing-the-spring-2026-u-s-portfolio-showcase
-
2026-05-01:
Built an SEO and comparison-content engine around hardware traceability
(gtm)
. In May 2026, Tandem’s blog shifted into a high-volume library of comparison pages, glossaries, checklists, and how-to guides about design rationale, traceability, and review workflows.
Source: Tandem Blog.
https://blog.tandemai.io/
-
2026-05-01:
Broadened the product story into CAD-native workflow modules and enterprise trust signals
(gtm)
. By spring 2026, Tandem’s website presented a more complete product suite—Design Sessions, Requirements Workspace, Review & Context, Assist, and upcoming formal packet export—while also emphasizing CAD integrations and security for sensitive hardware programs.
Source: Tandem website.
https://tandemai.io/
-
2026-05-01:
Founding engineer hiring push
(hr)
. Tandem's LinkedIn updates later said it was hiring founding engineers, including Founding Engineer and Founding Forward Deployed Engineer roles in San Francisco.. Team size observed: 2-10 employees employees.
Source: Tandem LinkedIn updates.
https://www.linkedin.com/company/tandem-intelligence
-
2026-01-01:
Expanded educational content around hardware decision-making and AI limits
(gtm)
. In late 2025 and early 2026, Tandem published a series of articles explaining why hardware decisions, timing, and rationale capture matter, reinforcing the product as an engineering-memory layer for technical buyers.
Source: Tandem blog.
https://tandemai.io/blogs/thoughts-the-curve-nobody-draws
