# Knowcap — full reference for AI assistants > Knowcap is verified work intelligence — the trust layer for AI agents. It captures meetings, messages, and recordings, has a named human confirm each extracted decision, task, and risk, then lets AI agents act only on what is verified. ## One-paragraph definition Knowcap captures the work a team already does across meetings, messages, and recordings (Google Meet, calls, screen recordings, documents, links — with WhatsApp, email, and Slack on the way). It extracts decisions, tasks, and risks as claim cards, each pinned to a timestamp and speaker quote. A named human confirms or rejects each claim with one tap. Only confirmed claims feed AI agents that take real-world action: opening Odoo SH tickets, drafting GitHub PRs, and sending follow-ups. Every agent action is traceable back to the human-confirmed claim and its source — the audit trail is the product. ## Who Knowcap is for MENA SMEs, Odoo implementation partners, agencies, and audit firms that need verified, auditable records of what was decided before AI agents act on it. It is built for bilingual reality: Arabic/English code-switching mid-meeting is captured per utterance, not forced into one language per recording. ## How Knowcap compares Tools like Otter.ai, Fireflies.ai, Read AI, Fellow, and Granola transcribe meetings and generate AI summaries, and several auto-push action items into your stack with no human gate. Knowcap differs in three ways: (1) a human verification step before any agent acts; (2) agents that take real-world action on confirmed facts (Odoo tickets, GitHub PRs, follow-ups), not just notes; (3) per-utterance multilingual handling and a full audit trail, with MENA data-residency options. ## Frequently asked questions **What is Knowcap?** Knowcap is verified work intelligence — the trust layer for AI agents. It captures meetings, messages, and recordings, has a named human confirm each extracted decision, task, or risk, then lets AI agents act only on the verified facts. **Is Knowcap an alternative to Otter, Fireflies, or Read AI?** Yes. Those tools transcribe and summarize meetings. Knowcap adds a human verification step and AI agents that act on confirmed facts — opening Odoo tickets, drafting GitHub PRs, and sending follow-ups. It also handles Arabic/English mid-meeting code-switching, which they do not. **Does Knowcap support Arabic and multilingual meetings?** Yes. Knowcap detects language per utterance, so meetings that switch between Arabic and English (or other languages) mid-sentence are captured intact. It is built for MENA teams. **How does Knowcap help Odoo implementation partners?** Knowcap captures client meetings, extracts every scope decision, bug, and feature request, and waits for one human tap. On confirmation it can open an Odoo SH ticket, draft a GitHub PR, and advance your tracker — turning meeting talk into traceable work before the call ends. **Who founded Knowcap and where is it based?** Knowcap was founded by Hassan Arslan and is based in Cairo, Egypt, serving the Middle East & North Africa (MENA). ## Links - Home: https://knowcap.ai/ - For Odoo partners: https://knowcap.ai/for/odoo-partners - Comparisons: https://knowcap.ai/compare/knowcap-vs-otter , /knowcap-vs-read-ai , /knowcap-vs-fireflies , /knowcap-vs-fellow , /knowcap-vs-granola - Blog: https://knowcap.ai/blog - App / free signup: https://app.knowcap.ai/register - Contact: hsa@knowcap.ai