AI Meeting Summarizer & Action Tracker
End-to-end system that transcribes meetings with speaker identification, generates AI summaries, extracts actionable items with deadlines, maintains organizational memory across meetings, and distributes tasks to project management tools.
Meeting Capture & Transcription
Convert audio and documents into structured text with speaker attribution and context preservation
Essential for meetings: provides 70x real-time transcription with word-level timestamps and speaker diarization (pyannote-audio), enabling 'Alice said X, Bob said Y' attribution in summaries
Parse meeting agendas, slide decks, and shared documents (PDF, DOCX, PPTX) into LLM-ready markdown while preserving tables and structure for contextual summarization
Fully offline transcription alternative using Whisper.cpp for privacy-sensitive environments where cloud/GPU processing is restricted
AI Processing Engine
Intelligent summarization with persistent memory and multi-provider LLM routing
AI Gateway to route summarization vs action-extraction to optimal models (e.g., GPT-4 for summary, Claude for structured action items) with automatic failover and cost tracking across 100+ providers
Universal memory layer that persists meeting context across sessions, enabling the AI to recall 'What did we decide about X last month?' and track long-running action items with 26% higher accuracy than standard context windows
Local LLM inference option for air-gapped environments or sensitive meetings requiring zero data exfiltration
Workflow Orchestration
Automate the pipeline from transcription to delivery with conditional logic and human approvals
Visual workflow builder connecting 400+ integrations to automate: Meeting End → Transcribe → Generate Summary → Extract Actions → Human Approval → Distribute Tasks, with native AI agent capabilities
AI-native workflow platform with RAG capabilities if complex document retrieval or agentic decision-making is needed beyond linear automation
Durable execution engine for long-running meeting workflows that must survive failures during multi-step processing of large enterprise meetings
Knowledge Storage & Retrieval
Semantic storage for searchable meeting archives and historical context
High-performance vector database for semantic search across meeting transcripts, enabling queries like 'Find all decisions about budget cuts from Q3 meetings' with hybrid full-text + vector search
Simpler 4-function vector database for smaller teams prioritizing ease of setup over massive scale
PostgreSQL extension for teams already using Postgres who want to keep meeting data in existing relational infrastructure with vector capabilities
Action Distribution & Integration
Deliver summaries and create tasks in existing project management tools
500+ pre-built tool integrations including Slack, Jira, Asana, Notion, and Gmail to automatically create tasks from extracted action items with managed OAuth handling
AI browser automation for legacy or internal PM tools lacking APIs, enabling the system to navigate web interfaces and create tasks via visual interaction
MCP (Model Context Protocol) servers for standardized connections to enterprise systems like GitHub, Slack, and file systems via the Model Context Protocol standard