productivityContext + Fireflies.ai
Transform meeting transcriptions and conversation intelligence into persistent organizational knowledge
OVERVIEW
Fireflies.ai is the AI meeting transcription platform that captures, transcribes, and summarizes conversations across video conferencing tools. In defense, deep tech, and regulated environments, meetings are where critical decisions are made -- program milestones are reviewed, technical architectures are debated, risk assessments are discussed, and action items are assigned. Without a system to capture and connect this conversational knowledge, decisions evaporate into memory, action items are lost, and institutional knowledge walks out the door when employees transition between programs or leave the organization.
Context connects to Fireflies.ai and indexes the decision and knowledge layer embedded in your meeting transcriptions. It captures meeting summaries, key decisions, action items, participant lists, and topic discussions -- then connects them to the projects, documents, and workflows they reference across your entire tool stack. When a program manager asks Context "what was decided about the authentication architecture for Project Falcon," the answer surfaces not just the Fireflies transcript where the decision was made, but the Confluence page that documents it, the Jira epic that tracks implementation, and the GitHub pull requests that executed it.
For organizations subject to ITAR, CMMC, or government contracting requirements, meeting content often contains controlled information that cannot be processed by external services. Context deploys entirely on your infrastructure, ensuring that meeting transcriptions and the knowledge extracted from them never leave your security boundary. The combination of Fireflies.ai for transcription capture and Context for on-premise knowledge graph indexing gives regulated organizations the benefits of AI-powered meeting intelligence without the compliance risk of cloud-based processing of sensitive conversational data.
KEY CAPABILITIES
Key Capabilities
- 01Meeting transcript indexing -- capture full meeting transcriptions with speaker attribution, timestamps, and topic segmentation for searchable organizational memory
- 02Decision and action item extraction -- index decisions made and action items assigned during meetings, connecting them to responsible parties and target dates across project management tools
- 03Cross-meeting topic tracking -- connect discussions about the same project, architecture, or initiative across multiple meetings to build comprehensive decision histories
- 04Participant and stakeholder mapping -- link meeting participants to their organizational roles in Workday, project assignments in Jira, and communication patterns in Slack
- 05Meeting-to-artifact correlation -- connect meeting discussions to the documents, tickets, pull requests, and designs they reference for full context chains
USE CASES
Use Cases
Program Decision Archaeology
A new program manager inherits a classified defense program mid-lifecycle and needs to understand why key architectural decisions were made. Context connects Fireflies meeting transcripts to Confluence decision records, Jira epics, and GitHub repositories. The manager queries 'show me all decisions about the data pipeline architecture for Program Raven' and receives a chronological timeline of every meeting where the topic was discussed, who participated, what alternatives were considered, and how the final decision connected to implementation work -- preserving months of institutional knowledge that would otherwise require weeks of interviews to reconstruct.
Action Item Accountability Tracking
A chief engineer needs to verify that action items from weekly technical review meetings are being tracked and completed. Context connects Fireflies action item extractions to Jira tickets and GitHub issues. The engineer queries 'show me all action items assigned to the platform team in the last 60 days that do not have a corresponding Jira ticket' and immediately identifies commitments that were made in meetings but never formalized into tracked work items, closing the gap between verbal commitments and execution tracking.
Compliance Meeting Documentation
During a government audit, a defense contractor must demonstrate that security review meetings occurred on schedule and addressed required topics. Context indexes Fireflies meeting records with participant lists, timestamps, and topic summaries. The compliance team queries 'show me all security review meetings for Q3 with attendance records' and produces audit-ready documentation proving that required meetings occurred, mandatory attendees participated, and required security topics were covered -- all with citations linking to the original transcripts.
Knowledge Transfer for Personnel Transitions
When a senior engineer with deep institutional knowledge transitions off a program, the team needs to capture their expertise. Context connects all meetings where the departing engineer participated to the technical decisions they influenced, the documents they referenced, and the action items they owned. The incoming engineer queries Context to receive a comprehensive knowledge transfer package built from actual meeting discussions, not just formal documentation, capturing the context and reasoning that formal docs often miss.
HOW IT WORKS
How It Works
DATA FLOW
SECURITY & COMPLIANCE
Security & Compliance
SOC 2 Type II
GDPR
HIPAA
ISO 27001DEPLOYMENT
Deployment Options
DEPLOYMENT ARCHITECTURE
FREQUENTLY ASKED QUESTIONS
Frequently Asked Questions
Does Context process meeting audio or video from Fireflies?
No. Context only indexes the text-based outputs from Fireflies: transcripts, summaries, action items, and meeting metadata. It does not access, process, or store audio or video recordings. All text processing happens on your infrastructure.
How does Context handle meetings that contain classified or controlled information?
Context deploys entirely on your infrastructure, so meeting transcriptions are processed and stored within your security boundary. Access controls ensure that users only see transcripts from meetings they are authorized to access. For organizations with compartmented programs, meeting indexing can be scoped to specific Fireflies channels or teams to maintain information barriers.
Can Context connect meeting decisions to implementation work in Jira and GitHub?
Yes. Context's knowledge graph engine identifies references to Jira tickets, GitHub repositories, Confluence pages, and other artifacts mentioned in meeting transcripts. When a meeting discussion references 'PROJ-1234' or 'the authentication service repo,' Context creates relationships linking the meeting to those artifacts. This enables queries like 'show me all meetings where this Jira epic was discussed' and 'what was the meeting context behind this pull request.'
Does Context support selective meeting indexing?
Yes. You can configure the connector to index meetings from specific Fireflies channels, teams, or date ranges. You can also exclude specific meetings or meeting types. This is useful for organizations that want to index program review meetings and technical discussions while excluding casual or personal meetings.
How does Context handle speaker attribution in meeting transcripts?
Context preserves Fireflies speaker attribution and links speakers to their organizational identities across your connected tools. When a speaker is identified in a transcript, Context connects them to their Workday profile, Okta identity, Slack account, and other tool identities. This enables queries like 'show me all meeting decisions where the security architect participated in the last quarter.'
SETUP OVERVIEW
Setup Overview
Install the Context Fireflies connector using Helm or deploy it on bare metal. Generate a Fireflies.ai API key with read access to transcripts and meeting metadata for the teams and channels you want to index. Configure which meeting types and date ranges to include -- most deployments start with the last 6-12 months of meeting history. Optionally configure topic filters to focus on specific programs or project areas. Context will perform an initial sync of historical meeting data, then poll for new transcripts as meetings are processed by Fireflies. Most deployments are fully indexed within a few hours depending on transcript volume.
RELATED INTEGRATIONS
Related Integrations
Slack
Connect Context to Slack to surface organizational knowledge buried in conversations, threads, and channels. Permission-aware indexing with on-premise deployment.
Jira
Connect Context to Jira to transform tickets, epics, and project history into connected organizational knowledge. Permission-aware indexing with on-premise deployment.
Confluence
Connect Context to Confluence to link documentation, design decisions, and team knowledge to every tool in your stack. Permission-aware indexing with on-premise deployment.
Google Workspace
Connect Google Workspace to Context to unify knowledge across Docs, Sheets, Slides, and Calendar into a permission-aware enterprise knowledge graph. On-premise deployment with full data sovereignty.
Microsoft Teams
Connect Microsoft Teams to Context and extract knowledge from channels, chats, and meeting transcripts. Works with Microsoft 365 and Teams Premium in on-premise deployments.
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