Meeting record and action library

Reduce time spent hunting for what was said and promised while keeping one searchable record the team owns. For sales teams and account managers who run client meetings, convert authorized meeting audio, calendars, notes and connected app data into a reviewed, searchable meeting library with attributed transcripts, summaries, action items and cited answers. The benefit is a testable hypothesis, measured through time to find a past commitment and action items completed on time; do not assume that AI output alone produces business value.

Confirm the buyer's problem and scope, collect authorized meeting audio, calendars, notes and connected app data, then follow this sequence: 1. Record authorized meetings automatically or capture without a bot joining. 2. Transcribe speech in real time with speaker attribution and mute detection. 3. Generate running live summaries during the call. 4. Produce concise meeting summaries from the transcript. 5. Extract action items with owners and due dates. 6. Extract key highlights, decisions and keywords. 7. Make transcripts searchable by keyword and phrase. 8. Answer natural-language questions across the whole meeting history with citations. Resolve uncertain cases with qualified reviewers, approve reviewed, searchable meeting library with attributed transcripts, summaries, action items and cited answers, and measure time to find a past commitment and action items completed on time against a documented baseline.

How the AI works

Use AI to interpret permitted inputs, suggest structured mappings and generate candidate outputs for the stated task modules. Use deterministic code for arithmetic, schema validation, hard constraints and reproducible tests. Review source-linked explanations and uncertainty before accepting results. Recording requires participant consent and applicable law; final summaries, commitments and CRM updates remain human-reviewed. A model suggestion is never a verified fact, professional decision or authorization to act.

Safeguards

Preserve participant consent, source attribution, quotation accuracy and usage permissions. Named owners approve summaries, commitments and CRM updates. One conferencing platform, one language and one team; recording consent and retention rules remain the buyer's responsibility. Keep all consequential actions under authorized human control and do not fabricate missing inputs, permissions, professional judgments or market evidence.

What to build first

Pilot scope: One conferencing platform, one language and one team; recording consent and retention rules remain the buyer's responsibility. Implement one approved input format, a bounded representative case set and the first two task modules: record authorized meetings automatically or capture without a bot joining; transcribe speech in real time with speaker attribution and mute detection. Support the remaining modules with operator review: produce concise meeting summaries from the transcript; extract action items with owners and due dates; make transcripts searchable by keyword and phrase; answer natural-language questions across the whole meeting history with citations. Include source references, corrections, basic organization access, approval states, export and value measurement. Use managed operator assistance for unresolved exceptions. The cost estimate covers this narrow prototype, not unrestricted multi-tenant scale, complex production integrations, specialist certification or physical operations.

What it can connect to

Zoom, Google Meet and Microsoft Teams for conferencing; Google Calendar, Microsoft Outlook, Slack, HubSpot and Zapier for productivity; Claude and ChatGPT for approved drafting. Start with file exchange and validate destination specifications before promising direct publishing. Start with authorized file exchange. Validate current provider access, usage rights and schema behavior before promising a connector.

The screens in detail

Primary screens: Meeting library, Meeting record, Action items board, Ask the library, Admin and data controls. Use a searchable list of meetings with filters by date, participant, account and language. Show a meeting record with transcript, speaker labels, summary, highlights, scratchpad notes and extracted actions side by side. Provide a natural-language question box with cited answers linked to source passages. Display draft, reviewed and approved states for summaries and actions. Make the task-specific outcome reviewed, searchable meeting library with attributed transcripts, summaries, action items and cited answers visible beside its evidence, review state and value baseline.