Human Workflow & Knowledge Data for AI Agents contains 11 companies across
2 categories.
Companies that capture how people perform digital work and make decisions so AI agents can learn from human workflows and operational knowledge.
Workflow Observation & Demonstration Capture
Companies that record how people interact with software, including screens, clicks, keystrokes and application sequences, to teach AI agents how to execute the same tasks.
Scribe
Website: scribe.com
Scribe is a workflow AI company that automatically captures and turns how people do tasks on their computer into step-by-step guides, SOPs, and process knowledge for teams.
Category: Workflow Observation & Demonstration Capture.
Funding stage: Series C.
Founded: 2019.
Country: United States.
Employees: 51-200 employees.
Landscape fit: It fits Workflow Observation & Demonstration Capture because its core product records user actions while people work, then converts those interactions into reusable process documentation and workflow knowledge for AI and training.
Funding rounds
-
Series C
announced 2025-11-01
: 75000000 USD
; investors: StepStone, Amplify Partners, Redpoint Ventures, Tiger Global, Morado Ventures, New York Life Ventures
; source: TechCrunch
; https://techcrunch.com/2025/11/10/scribe-hits-1-3b-valuation-as-it-moves-to-show-where-ai-will-actually-pay-off/
-
Series B
announced 2024-02-01
: 25000000 USD
; investors: Redpoint Ventures, Amplify Partners, Tiger Global, XYZ Ventures, New York Life Ventures
; source: Scribe
; https://scribe.com/library/series-b-announcement
-
Series A
announced 2021-10-01
: 22000000 USD
; investors: Tiger Global Management, Amplify Partners, Haystack Ventures, XYZ Venture Capital, AME Cloud Ventures, Morado Ventures, SEV
; source: Scribe
; https://scribe.com/library/company-update-series-a
-
Seed
announced 2021-03-01
: 8000000 USD
; investors: Amplify Partners, AME Cloud Ventures, Haystack Ventures
; source: Amplify Partners
; https://www.amplifypartners.com/blog-posts/our-investment-in-scribe
Company timeline
-
2026-07-12:
New customer-org team members highlighted at summer summit
(hr)
. Scribe published a post about its 'newest team members' across Sales, Customer Success, and Support at a 2025 summer summit, reinforcing recent hiring into the customer organization.. Team size observed: 51-200 employees employees.
Source: Scribe Inside Scribe.
https://scribe.com/library/sales-success-summer-summit-2025-takeaways-from-our-newest-team-members
-
2026-07-12:
Smart Embed expands distribution into knowledge bases and help centers
(gtm)
. Scribe launched Smart Embed so guides can be embedded into websites, help centers, wikis, and knowledge bases while staying updated automatically.
Source: Scribe product announcement.
https://scribe.com/library/product-update-smart-embed
-
2026-05-27:
Voice transcription expanded to five additional languages
(product)
. Scribe added voice transcription support for Spanish, French, German, Italian, and Portuguese.
Source: Scribe Release Notes.
https://scribe.launchnotes.io/announcements/capture-context-in-your-language-now-in-5-additional-languages
-
2026-05-18:
Broad hiring push across multiple functions
(hr)
. Scribe's LinkedIn post said the company was hiring across almost all departments, including engineering, customer success, enterprise sales, product, and people operations.. Team size observed: 51-200 employees employees.
Source: LinkedIn post from Scribe.
https://www.linkedin.com/posts/scribehow_scribe-is-hiring-activity-7323415215646121984-q4DD
-
2026-05-11:
Workflow context platform and MCP launch extend into AI-agent distribution
(gtm)
. Scribe announced new products including Optimize, Agents, and an MCP Server that lets AI tools access workflow intelligence directly.
Source: Scribe ARR announcement.
https://scribe.com/library/100-million-arr-press-release
-
2026-05-01:
Customer proof broadens from documentation to AI roadmap support
(gtm)
. Scribe published enterprise customer stories showing Optimize and workflow capture being used for AI roadmaps, process standardization, and large-scale knowledge transfer.
Source: Scribe customers page.
https://scribe.com/customers
screenpipe
Website: screenpipe.com
Screenpipe is a local-first AI screen memory app that continuously captures screen content, app text, browser context, and audio so users and AI agents can search and reuse work history.
Category: Workflow Observation & Demonstration Capture.
Funding stage: Seed.
Founded: 2024.
Country: France.
Employees: 2-10 employees.
Landscape fit: It fits this category because it records what people see, say, and do across applications and turns those interactions into searchable workflow context for AI agents and automation.
Funding rounds
-
pre-seed
announced 2025-07-01
: 2800000 USD
; investors: Founders, Inc., Top Harvest Capital, Seed Club Ventures, LG Technology Ventures, Embedding VC
; source: LinkedIn post by Louis Beaumont / Choongsoon Bae
; https://www.linkedin.com/posts/louis030195_louis-beaumont-mediar-from-leukemia-survivor-activity-7381482974506237952-VxPE
Company timeline
-
2026-07-09:
Ran a launch campaign around YC and team adoption
(gtm)
. The July newsletter pushed a YC launch squad call-to-action and highlighted team diagnostics, capture previews, and meeting improvements as part of the launch push.
Source: Screenpipe Blog.
https://screenpipe.com/blog
-
2026-07-09:
Experimental meeting capture and team diagnostics expand polish
(product)
. Screenpipe highlighted experimental meeting-audio piggyback, live capture previews, cleaner meetings, lower long-session audio memory use, agent improvements, and better team diagnostics.
Source: Screenpipe Blog.
https://screenpipe.com/blog
-
2026-07-01:
Added team-oriented enterprise controls and compliance language
(gtm)
. Screenpipe’s team page and pricing surfaced a managed enterprise motion with SOC 2 materials, SSO/SAML, audit trails, MDM, and custom deployment terms.
Source: Screenpipe Teams / Pricing.
https://screenpipe.com/team
-
2026-06-25:
Selective sync and mobile access expand portability
(product)
. Screenpipe added selective sync, one-command agent setup from mobile, default redaction, multilingual cloud transcription restoration, redesigned memories and artifacts, and cleaner meeting notes.
Source: Screenpipe Blog.
https://screenpipe.com/blog
-
2026-06-23:
Reliability hardening and MCP-style pipe controls
(product)
. Screenpipe added capture self-restart behavior, orphaned audio recovery, meeting notes that read the screen, reasoning-effort control in chat, and custom MCP servers inside pipes.
Source: Screenpipe Blog.
https://screenpipe.com/blog/screenpipe-v2-17
-
2026-06-10:
Subscriptions, HD recording, meetings, and stronger privacy land
(product)
. Screenpipe moved to a subscription model and added HD recording, more complete meeting transcripts, redaction at rest, searchable settings, redesigned connections, and team-oriented controls.
Source: Screenpipe Blog.
https://screenpipe.com/blog/screenpipe-v2-19-new-open-source-license-changelog
Trainer
Website: myagentrainer.com
Trainer is an AI workflow automation platform that records a person doing a task on screen—capturing clicks, keystrokes, narration, and context—and turns that demonstration into a reusable agent that can repeat the workflow.
Category: Workflow Observation & Demonstration Capture.
Founded: 2026.
Country: United States.
Landscape fit: It fits Workflow Observation & Demonstration Capture because the core product is built around recording human work, extracting step-by-step actions and intent, and using those demonstrations to train AI agents.
Company timeline
-
2026-07-01:
Launch of end-to-end record-to-agent workflow
(product)
. Trainer surfaced an integrated product that records screen activity and narration, extracts steps into traces, trains agents from demonstrations, and evaluates production runs through an SDK loop.
Source: Trainer website.
https://www.myagentrainer.com/
-
2026-05-01:
Introduced SDK-based production run evaluation
(gtm)
. Trainer’s launch page describes an SDK that streams production runs back for scoring and retraining, extending the product from capture into deployment and observability.
Source: Trainer website.
https://www.myagentrainer.com/
-
2026-05-01:
Expanded from a single workflow to broad industry domain messaging
(gtm)
. Trainer’s site now frames the product as deployable across a wide set of operational domains, including finance, healthcare, insurance, legal, logistics, manufacturing, education, hospitality, SaaS, and government.
Source: Trainer website.
https://www.myagentrainer.com/
-
2026-05-01:
Added enterprise purchase hooks around SSO and retention
(gtm)
. The website added an enterprise-oriented upsell path for SSO, custom retention, audit exports, and on-prem deployment.
Source: Trainer website.
https://www.myagentrainer.com/
-
2026-05-01:
Launched self-serve pricing with a free launch-month offer
(gtm)
. Trainer introduced a freemium launch package with a free Starter plan during launch and a Pro tier at $49 per seat per month.
Source: Trainer website.
https://www.myagentrainer.com/
-
2026-05-01:
Public launch with record-to-agent positioning
(gtm)
. Trainer publicly launched as an AI workflow automation platform that turns a screen recording of real work into a reusable agent.
Source: Product Hunt.
https://www.producthunt.com/products/trainer-2?launch=trainer-2
Mimica
Website: mimica.ai
Mimica is an enterprise process intelligence and task mining platform that records how employees work in software and turns clicks, keystrokes, and workflows into process maps and automation recommendations.
Category: Workflow Observation & Demonstration Capture.
Funding stage: Series B.
Founded: 2018.
Country: United Kingdom.
Employees: 201-500 employees.
Landscape fit: It fits the Workflow Observation & Demonstration Capture category because it captures real user interactions on the desktop—screens, clicks, keystrokes, and application sequences—to infer how work is done and help train or inform automation and AI agents.
Funding rounds
-
Series B
announced 2025-09-01
: 26200000 USD
; investors: Paladin Capital Group, Khosla Ventures, LGVP, Entrepreneurs First
; source: Mimica
; https://www.mimica.ai/articles/mimica-secures-26-2-million-in-series-b-funding-to-train-agentic-ai-on-real-enterprise-workflows
-
Series A
announced 2021-11-01
: 6000000 USD
; investors: Khosla Ventures, Entrepreneur First, Episode 1 Ventures
; source: TechCrunch
; https://techcrunch.com/2021/11/14/mimica-which-automates-rpa-raises-6m-series-a-funding-led-by-khosla-ventures/
-
Seed
announced 2019-01-01
: 200000 GBP
; investors: Episode 1 Ventures
; source: Beauhurst
; https://www.beauhurst.com/blog/uks-top-10-female-entrepreneurs-under-30/
Company timeline
-
2026-07-01:
Open roles for Account Executive, Head of Product, Head of Partnerships, and BDRs
(hr)
. Recent LinkedIn job posts show Mimica actively hiring across sales, product, partnerships, and business development roles.. Team size observed: 201-500 employees employees.
Source: LinkedIn Jobs.
https://www.linkedin.com/jobs/view/account-executive-mid-market-at-mimica-4402090425
-
2026-06-24:
Mimica adds automatic SOP generation
(product)
. Mimica introduced automatic SOP generation in Mapper, allowing teams to create a complete SOP from a process map in a single click.
Source: Mimica Blog.
https://www.mimica.ai/articles/introducing-automatic-sop-generation-in-mimica
-
2026-05-21:
Mimica adds Analyst and Maker to the platform
(product)
. Mimica stated that Gartner highlighted two recent additions: Mimica Analyst, a conversational AI agent that recommends improvements from recorded data, and Mimica Maker, an automation builder that uses process maps to accelerate automation development.
Source: Mimica Blog.
https://www.mimica.ai/articles/mimica-featured-2026-gartner-market-guide-task-mining-tools
-
2026-04-01:
Open role for Head of Machine Learning
(hr)
. Mimica posted a Head of Machine Learning role covering remote teams in the UK, Europe, and the Americas.. Team size observed: 201-500 employees employees.
Source: LinkedIn Jobs.
https://www.linkedin.com/jobs/view/head-of-machine-learning-remote-uk-europe-americas-at-mimica-4371871417
-
2026-01-01:
Open role for Founding Demand Generation Lead
(hr)
. Mimica listed a Founding Demand Generation Lead role to drive pipeline through inbound and marketing-led initiatives.. Team size observed: 201-500 employees employees.
Source: LinkedIn Jobs.
https://www.linkedin.com/jobs/view/demand-generation-manager-at-mimica-4338784391
-
2025-10-01:
Open role for Senior/Lead Product Manager in enterprise admin/platform
(hr)
. Mimica listed a Senior/Lead Product Manager role focused on enterprise admin/platform work.. Team size observed: 201-500 employees employees.
Source: LinkedIn Jobs.
https://uk.linkedin.com/jobs/view/senior-product-manager-enterprise-platform-at-mimica-4332463637
Skan AI
Website: skan.ai
Skan AI builds enterprise process intelligence and agentic AI software that continuously observes how work actually happens across applications, then turns those observations into context and guardrails for automation and AI agents.
Category: Workflow Observation & Demonstration Capture.
Funding stage: Series B.
Founded: 2018.
Country: null.
Employees: 260+ employees.
Landscape fit: It fits this category because it captures real human-computer work on screens across applications, using that observation data to teach, govern, and deploy AI agents for workflow execution.
Funding rounds
-
Series B
announced 2022-03-01
: 40000000 USD
; investors: Dell Technologies Capital, GSR Ventures, Liberty Global Ventures, Cathay Innovation, Zetta Venture Partners, Citi Ventures, Firebolt Ventures
; source: PR Newswire
; https://www.prnewswire.com/news-releases/skan-raises-40m-series-b-round-to-accelerate-enterprise-adoption-of-their-ground-breaking-process-intelligence-solution-as-distributed-remote-work-collides-with-complex-business-operations-301513344.html
-
Series A
announced 2020-09-01
: 14000000 USD
; investors: Cathay Innovation, Citi Ventures, Zetta Venture Partners, Bloomberg Beta, Firebolt Ventures, Plug and Play Ventures
; source: PR Newswire
; https://www.prnewswire.com/news-releases/skan-secures-14-million-series-a-to-expand-ai-driven-process-discovery-to-enable-the-digital-transformation-of-the-enterprise-301159981.html
Company timeline
-
2026-07-15:
Unified platform narrative with Blueprint, Intelligence, and AI Agents
(gtm)
. Skan AI introduced the Trifecta framing, presenting one platform for every stage of enterprise AI from blueprinting to intelligence to agents.
Source: Skan AI blog.
https://www.skan.ai/blogs
-
2026-07-01:
Careers page shows active hiring
(hr)
. Skan AI's careers page and current openings page both indicate the company is hiring and invite candidates to apply to open positions.. Team size observed: 260+ employees employees.
Source: Skan AI Careers page.
https://www.skan.ai/careers
-
2026-05-12:
Skan launches AI Agents as the execution layer of the Trifecta
(product)
. Skan introduced AI Agents that translate observed work patterns and the Context Graph into governed autonomous execution.
Source: Why AI Agents Need More Than Standard Procedures.
https://www.skan.ai/blogs/skan-ai-agents-enterprise-agentic-ai?hs_amp=true
-
2026-05-08:
Skan launches Intelligence as the optimization layer of the Trifecta
(product)
. Skan defined Intelligence as the core observation engine for process discovery, productivity insights, automation scoring, and engineering intelligence.
Source: Skan Intelligence: See How Work Actually Gets Done.
https://www.skan.ai/blogs/skan-intelligence-see-how-work-actually-gets-done-skan-ai?hs_amp=true
-
2026-04-01:
Skan launches Blueprint as the enterprise AI starting point
(product)
. Skan introduced Blueprint to map AI opportunities, prioritize transformation, and score readiness from observed operational data.
Source: Skan AI Blueprint: The Enterprise AI Starting Point.
https://www.skan.ai/blogs/skan-ai-blueprint-enterprise-ai-starting-point?hs_amp=true
-
2026-02-10:
Agentic Ontology of Work launch
(gtm)
. Skan AI announced the Agentic Ontology of Work as a standardized enterprise language for human and AI-agent collaboration.
Source: Skan AI press release.
https://www.skan.ai/in-the-news/skan-ai-launches-the-agentic-ontology-of-work
Soroco
Website: soroco.com
Soroco is an enterprise AI/workflow intelligence company whose Scout platform observes how people and agents interact with software to map real work, uncover friction, and improve operations.
Category: Workflow Observation & Demonstration Capture.
Founded: 2014.
Country: United States.
Employees: 201-500 employees.
Landscape fit: It fits this category because Scout captures digital interaction data across human and agent workflows (the actual steps, handoffs, and application sequences) to understand and improve how work gets done.
Company timeline
-
2026-07-01:
Scout added agentic planning and execution primitives
(product)
. Soroco’s current homepage added Plan-Build-Run, agent-ready blueprints, executable agent specifications, eval sets, and autonomous workflow baselining for human+agent workflows. ([soroco.com](https://soroco.com/?utm_source=openai))
Source: Soroco homepage.
https://soroco.com/
-
2026-07-01:
LinkedIn company page shows a 201-500 employee band
(hr)
. Soroco’s LinkedIn company page currently displays a company size of 201-500 employees and a visible employee count of 302.. Team size observed: 201-500 employees employees.
Source: LinkedIn company page.
https://www.linkedin.com/company/soroco-pvt-ltd
-
2026-07-01:
Current careers page shows an open Account Based Marketing Manager role
(hr)
. Soroco’s careers page currently lists an Account Based Marketing Manager opening in Bangalore with an application link and a general View all openings CTA.. Team size observed: 201-500 employees employees.
Source: Soroco careers page.
https://soroco.com/careers/
-
2026-03-01:
CPG operator-led webinar on operationalizing AI
(gtm)
. Soroco hosted an operator-led CPG conversation about moving AI from isolated use cases into enterprise-grade execution across core functions. ([soroco.com](https://soroco.com/knowledge-hub/on-demand-webinars/operationalizing-ai-cpg-measurable-outcomes/))
Source: Soroco on-demand webinar.
https://soroco.com/knowledge-hub/on-demand-webinars/operationalizing-ai-cpg-measurable-outcomes/
-
2026-03-01:
Consumer health adoption story expands use-case framing
(gtm)
. Soroco published a customer story showing Scout helping a global consumer health leader increase Veeva Vault adoption by 17% in six weeks, moving the narrative into regulated R&D workflow adoption. ([soroco.com](https://soroco.com/customer-stories/global-consumer-health/how-global-consumer-health-leader-accelerated-veeva-vault-adoption/))
Source: Soroco customer story.
https://soroco.com/customer-stories/global-consumer-health/how-global-consumer-health-leader-accelerated-veeva-vault-adoption/
-
2026-02-26:
Scout used to operationalize AI in CPG
(product)
. Soroco’s February 2026 webinar positioned Scout as the way to reveal how work unfolds across people, processes, and systems so enterprises can operationalize AI. ([soroco.com](https://soroco.com/knowledge-hub/on-demand-webinars/operationalizing-ai-cpg-measurable-outcomes/))
Source: Soroco webinar page.
https://soroco.com/knowledge-hub/on-demand-webinars/operationalizing-ai-cpg-measurable-outcomes/
Tacit Knowledge & Decision Capture
Companies that extract the reasoning, judgment, rules and undocumented know-how behind human work, usually through interviews, conversations or feedback rather than direct observation of software actions.
Ontora
Website: ontora.com
Ontora builds AI agents that interview employees at scale to capture undocumented operational knowledge, synthesize it into insights, and help leaders answer process and transformation questions quickly.
Category: Tacit Knowledge & Decision Capture.
Founded: 2026.
Country: United States.
Employees: 2-10 employees.
Landscape fit: It fits this category because its core product extracts tacit knowledge, judgment, and undocumented process know-how from employees through interviews and turns that into structured organizational context.
Funding rounds
-
pre-seed
announced 2026-06-01
: 500000 USD
; investors: Y Combinator
; source: Y Combinator
; https://www.ycombinator.com/companies/ontora
Company timeline
-
2026-07-01:
Enterprise SSO surfaced on sign-in page
(product)
. Ontora’s sign-in page explicitly exposed Enterprise SSO as a login path. ([ontora.com](https://ontora.com/sign-in?utm_source=openai))
Source: Ontora Sign-in Page.
https://ontora.com/sign-in
-
2026-07-01:
Desktop assistant for local meeting capture
(product)
. Ontora added a macOS desktop assistant with local audio capture, automatic meeting detection, real-time AI suggestions, and sync to the platform. ([ontora.com](https://ontora.com/download?utm_source=openai))
Source: Ontora Download Page.
https://ontora.com/download
-
2026-07-01:
Docs add a productized workflow and integration surface
(gtm)
. Ontora’s docs expose campaigns, API endpoints, autonomous scheduling, GraphRAG querying, and MCP/client connections, indicating a more structured product surface for repeatable deployments and integrations. ([docs.ontora.com](https://docs.ontora.com/concepts/campaigns?utm_source=openai))
Source: Ontora Docs.
https://docs.ontora.com/
-
2026-07-01:
Homepage broadens into a transformation platform narrative
(gtm)
. The current site expands beyond employee interviews into a broader AI transformation discovery layer, with use cases in operations, sales, finance, and change management plus a demo-led enterprise motion. ([ontora.com](https://ontora.com/?utm_source=openai))
Source: Ontora.
https://ontora.com/
-
2026-06-01:
Launch converts to early enterprise pull and first design partners
(gtm)
. Within a month of launch, Ontora reported 5 enterprise design partners, 150+ inbound demo calls, and a live product release with first customers. ([ycombinator.com](https://www.ycombinator.com/launches/QiD-ontora-the-discovery-layer-for-ai-transformation))
Source: Y Combinator Launch YC.
https://www.ycombinator.com/launches/QiD-ontora-the-discovery-layer-for-ai-transformation
-
2026-06-01:
Product launch framed as AI-transformation discovery layer
(product)
. Ontora’s later launch post described the product as a discovery layer for AI transformation, with live product availability, first enterprise customers, and continuous interviews that build a living context layer. ([ycombinator.com](https://www.ycombinator.com/launches/QiD-ontora-the-discovery-layer-for-ai-transformation))
Source: Y Combinator Launch YC.
https://www.ycombinator.com/launches/QiD-ontora-the-discovery-layer-for-ai-transformation
Interloom
Website: interloom.com
Interloom builds an AI-powered operations platform that captures tacit knowledge from human work and turns it into a living context graph to help teams and AI agents resolve cases and run workflows.
Category: Tacit Knowledge & Decision Capture.
Funding stage: Seed.
Founded: 2023.
Country: Germany.
Employees: 11-50 employees.
Landscape fit: It fits this category because the product is explicitly designed to capture undocumented decision-making, learned patterns, and case resolutions from human work, then operationalize that knowledge for AI agents and workflows.
Funding rounds
-
Seed
announced 2026-03-01
: 16500000 USD
; investors: DN Capital, Bek Ventures, Air Street Capital
; source: Fortune
; https://fortune.com/2026/03/23/interloom-ai-agents-raises-16-million-venture-funding/
-
Seed
announced 2024-02-01
: 3000000 USD
; investors: Air Street Capital
; source: Interloom
; https://www.interloom.com/en/blog/press-release-interloom-raises-3-million-to-build-the-next-generation-ai-powered-process-automation-software
Company timeline
-
2026-03-01:
Seed
(funding)
. Amount: 16500000 USD. Investors: DN Capital, Bek Ventures, Air Street Capital
Source: Fortune.
https://fortune.com/2026/03/23/interloom-ai-agents-raises-16-million-venture-funding/
-
2025-09-01:
Packages the product for shared inbox workflow capture
(product)
. A later blog post shows Interloom turning unstructured email streams into a hierarchical topic map, signaling practical workflow capture around inbox-based operations.
Source: Interloom blog.
https://www.interloom.com/en/blog/how-to-use-ai-to-organise-your-shared-inbox
-
2025-09-01:
Built customer-support-specific demand content
(gtm)
. Interloom published a customer support workflow guide that showed how its product can structure shared inboxes and support tickets into reusable corporate memory for agents and AI.
Source: Interloom blog.
https://www.interloom.com/de/blog/how-to-use-ai-to-organise-your-shared-inbox
-
2025-08-27:
Showed enterprise beta-style productization for task delegation
(gtm)
. Interloom described agentic task delegation using synthetic and real customer datasets across multiple domains, indicating the platform was becoming more operationally packaged and validated.
Source: Interloom blog.
https://www.interloom.com/en/blog/agentic-task-delegation
-
2025-07-01:
Alex Weinberg joined as Head of Product
(hr)
. Interloom publicly announced Alex Weinberg as its new Head of Product on LinkedIn, with the founder also stating the company was hiring.. Team size observed: 11-50 employees employees.
Source: LinkedIn.
https://www.linkedin.com/posts/interloom_exciting-news-at-interloom-were-thrilled-activity-7286016720870252544-Viz0
-
2025-04-15:
Added explicit support for rapid-change operational workflows
(gtm)
. Interloom positioned itself for underserved exception-heavy workflows such as pricing adjustments and customer-specific variations, reinforcing an operations-first enterprise use case.
Source: Interloom blog.
https://www.interloom.com/en/blog/adaptive-software-for-rapid-change
Inplicit GbR
Website: inplicit.ai
B2B AI platform that runs anonymous employee interviews and turns hidden operational know-how into cited, searchable organizational insights and recommendations.
Category: Tacit Knowledge & Decision Capture.
Country: Germany.
Landscape fit: It fits this category because the product is explicitly built to extract undocumented human know-how through AI interviews, then synthesize and cite that reasoning for organizational use.
Company timeline
-
2026-07-19:
Made compliance and EU data residency central to sales
(gtm)
. Inplicit explicitly advertised GDPR compliance, works-council readiness, and EU-only data processing as core product foundations.
Source: inplicit.ai homepage.
https://www.inplicit.ai/
-
2026-07-19:
Added autonomous research beta and campaign planner workflow
(gtm)
. The site introduced an autonomous research beta alongside a campaign planner that drafts interview questions, runs focused rounds, and emails results back when more evidence is needed.
Source: inplicit.ai homepage.
https://www.inplicit.ai/
-
2026-07-19:
Public enterprise positioning around anonymous AI employee interviews
(gtm)
. Inplicit publicly framed itself as an AI-powered workforce intelligence platform that uses anonymous employee interviews, cited synthesis, and knowledge chat to surface hidden operational know-how for enterprise teams.
Source: inplicit.ai homepage.
https://www.inplicit.ai/
KNOA
Website: getknoa.com
KNOA is an AI knowledge-capture platform that runs structured interviews, extracts tacit knowledge from conversations, and turns the results into actionable documents for internal teams and service firms. ([getknoa.com](https://www.getknoa.com/))
Category: Tacit Knowledge & Decision Capture.
Funding stage: Pre Seed.
Founded: 2026.
Country: United States.
Landscape fit: It fits the Tacit Knowledge & Decision Capture category because it explicitly positions itself as an AI agent that conducts interviews, captures team know-how that lives in people’s heads, cross-references answers, and generates living knowledge documents. ([getknoa.com](https://www.getknoa.com/))
Company timeline
-
2026-07-01:
Formalized GDPR and self-serve commercial terms
(gtm)
. KNOA published Terms and Privacy pages that define the service as a client-subscribed AI interview platform with optional paid subscriptions, GDPR processor/controller roles, and support/SLA language.
Source: KNOA terms and privacy pages.
https://www.getknoa.com/terms
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2026-07-01:
Added enterprise trust and workflow integration messaging
(gtm)
. KNOA's homepage emphasized enterprise-grade security, the MCP Server, and exports to PDF, Notion, and Confluence as part of a more complete workflow story.
Source: KNOA homepage.
https://www.getknoa.com/
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2026-07-01:
Added living documents, misalignment detection, and MCP Server exports
(product)
. KNOA’s product page added multi-interview aggregation, contradiction flagging, and an MCP Server layer that exposes captured knowledge to AI tools, alongside exports to PDF, Notion, and Confluence.
Source: KNOA product page.
https://www.getknoa.com/
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2026-07-01:
Broadened positioning to internal knowledge and consulting assessments
(gtm)
. KNOA's homepage expanded the positioning into two explicit GTM surfaces: preserving internal expertise for teams and scaling assessments, audits, and discovery for consultants and service firms.
Source: KNOA homepage.
https://www.getknoa.com/
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2026-07-01:
Expanded platform for internal and consulting workflows
(product)
. The main product site broadened KNOA from generic documentation generation into a platform for internal knowledge capture, client assessments, team interviews, offboarding, discovery, and branded reports.
Source: KNOA product page.
https://www.getknoa.com/
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2026-07-01:
Public beta launch for AI interview documentation
(product)
. KNOA’s landing page introduced a free beta for AI-assisted interviews that turn a user prompt into a tailored interview outline, then use chat or voice to synthesize structured documentation.
Source: KNOA landing page.
https://www.getknoa.com/landing
Tacivo
Website: tacivo.com
AI-powered tacit knowledge base that captures expert knowledge through 30-minute AI conversations and turns it into a living internal wiki, SOPs, handovers, onboarding materials, and decision trees for organizations. ([tacivo.com](https://tacivo.com/))
Category: Tacit Knowledge & Decision Capture.
Founded: 2026.
Country: United States.
Landscape fit: It fits Tacit Knowledge & Decision Capture because the product is explicitly designed to extract undocumented expert reasoning, judgment, process mappings, and decision logic through AI-moderated interviews rather than by observing software actions. ([tacivo.com](https://tacivo.com/))
Company timeline
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2026-05-25:
Public launch with waitlist and direct-access opening
(gtm)
. Tacivo moved from quiet build phase into a public launch, opening an early-access waitlist and then announcing a direct-access launch window for the product site.
Source: LinkedIn - Fatima Khan post.
https://www.linkedin.com/posts/fatima-s-khan_the-site-for-takivo-is-up-we-launch-on-activity-7460648871426383873-pwYY
