Comparison · Knowcap vs Fireflies.ai

Fireflies.ai transcribes. Knowcap acts.

Fireflies.ai gives you a meeting transcript and an AI summary. Knowcap captures the meeting, extracts every decision / risk / task, lets a human confirm with one tap, then triggers agents that open PRs, create Odoo tickets, send WhatsApp messages — based on what was confirmed. The summary is table stakes. The agent action is the product.

Multilingual per-utteranceHuman-verified facts onlyAgents that ship work

Most AI agents act on what the AI thinks is true.

A model mishears one line in a meeting and your agent runs with it — the wrong scope in a PR, a task from a comment nobody confirmed, a “decision” that was really just discussion. When a client says “that's not what we agreed,” there's no record to point to.

Knowcap agents act only on what a human said is true — every fact confirmed, timestamped to its source, and logged.

Side by side

Where Fireflies.ai stops at automated CRM updates, Knowcap continues — through human verification, into real-world action.

FeatureFireflies.aiKnowcap
Meeting recording (Zoom, Meet, Teams)YesYes
AI transcriptYesYes
AI summaryYesYes
Action items detectedAuto-creates tasks in Asana / CRM (no gate)Live agents act on confirmed facts only
Multilingual mid-meeting code-switching (English / Arabic / Hindi / Tagalog)Auto-detects per meeting, single language per recordingSwitches per utterance
Human verification before agent actionNo — automation runs on AI outputEvery fact confirmed by a named person before agents act
Odoo SH ticket creation from meetingNoYes
GitHub PR generation from bug recordingNoYes
MCP server for AI agent accessYes (serves AI-generated summaries)Yes — serves human-verified facts only
WhatsApp / Telegram captureNoYes
Built for Odoo implementation partnersNoBuilt by an Odoo partner
MENA market focus (Arabic UI / data residency)NoYes
Audit trail for AI agent actionsNoYes

Switching from Fireflies.ai

Can I import my Fireflies.ai history into Knowcap?
Yes. Export your Fireflies.ai transcripts and upload them as sources into a Knowcap project. Knowcap re-indexes them, extracts decisions / risks / tasks, and routes them through the human-verification queue — so your existing recordings get the trust layer too.
Does Knowcap work with the same meeting tools as Fireflies.ai?
Yes — Zoom, Google Meet, and Microsoft Teams are all supported. Knowcap also captures WhatsApp voice notes, Telegram audio, in-person mobile recordings, and screen shares — coverage Fireflies.ai doesn't reach.
Why is Knowcap better than Fireflies.ai for MENA SMEs and bilingual teams?
Fireflies.ai forces you to pick one language per recording. The moment your sales call code-switches between Arabic and English (or English and Hindi, or any other pair), Fireflies.ai's transcript misses lines and the AI summary loses context. Knowcap detects language per utterance, so the bilingual reality of a MENA / South Asian / Filipino sales meeting is captured intact.
How is the verification step different from Fireflies.ai's AI summary?
Fireflies.ai's "AskFred" gives you summaries the AI generated and pipes action items to your CRM automatically. If the AI misheard, the wrong action lands in HubSpot. Knowcap shows each extracted fact as a claim card with timestamp + speaker quote; a human (you) confirms or rejects with one tap. Only confirmed claims feed agents that take real-world actions.
Can I try Knowcap for free before switching from Fireflies.ai?
Yes. Sign up free at app.knowcap.ai — no credit card. Run a real bilingual meeting through both systems and compare the transcripts. The multilingual gap is usually visible in the first session.

From capture to proof

A simple loop that turns all your project assets into a single, verifiable memory.

01

Ingest Every Project Asset

Upload PDFs, link websites, add YouTube videos, record your screen, or send a bot to your meetings.

02

Build Your Project Memory

Knowcap automatically interlinks all sources into a persistent, searchable memory.

03

Generate & Govern with Proof

Instantly create contracts, SOPs, PRDs, and gap analyses — all backed by verifiable project memory.

04

Ask & Share Instantly

Spin up client-facing Smart Agents trained on your project memory. Every answer backed by the exact source.

Wire it into the tools you already run

Knowcap is infrastructure, not another silo. Your agents query verified facts over MCP; confirmed actions flow to your stack.

MCP server

Live

Wire Claude, Codex, Gemini, or any MCP-compatible agent directly to your verified facts.

Odoo

Live

Built for Odoo implementation partners — confirmed scope decisions flow toward your Odoo work.

Jira · Asana · ClickUp

On the roadmap

Project-tool sync so confirmed actions land where your team already works.

Your projects, secured and governed

Your Data is Yours
We never train AI models on your private data.
Encrypted Everywhere
AES-256 at rest, TLS in transit.
Granular Access Control
Role-based permissions for every asset.
Auditable Sharing
Permission-controlled links with audit logs.

Measurable results from day one

1.4–1.8×

More Projects Delivered

Instant onboarding, automated docs, self-sufficient clients — more velocity from the same team.

50%

Less Documentation Time

Generate contracts, SOPs, and PRDs from your project memory.

40%

Fewer Support Tickets

Verifiable answers before clients create a ticket.

70%

Faster Onboarding

Give new hires the entire project memory on day one.

What teams are saying

Knowcap cut our support tickets by 40% after implementation.
Ibrahim AbedPlementus (Egypt)
AI-generated PRDs reduced documentation time by half.
Mohamed JamalBI Solutions (KSA)
Our teams stopped re-explaining projects to new members. Onboarding now takes minutes.
Ariika Tech TeamOdoo Implementation Partner

FAQ

What is Knowcap?
Knowcap is the trust layer for AI agents. It ingests all your project assets — meetings, screen recordings, documents, and websites — to create a single, verifiable, and searchable project memory.
Can Knowcap join confidential meetings?
Yes, and you have total control. You can invite Knowcap as a full participant, audio-only, or transcript-only mode.
What tools does Knowcap integrate with?
Knowcap includes an MCP server out of the box — wire Claude, Codex, Gemini, or any MCP-compatible agent directly. Odoo integration is live, with Jira, Asana, and ClickUp on our roadmap.
Can I share projects with clients?
Yes. Share entire projects or specific assets, all managed by role-based permissions with full audit logs.

Stop summarizing meetings. Start acting on them.

Knowcap is the AI meeting tool with agents that do the work — under your human-confirmed control.

Free to start. Partner pricing on a quick call.