context
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Zoom logocommunication

Context + Zoom

Transform every meeting into searchable organizational intelligence

Critical decisions happen in Zoom meetings every day -- architecture reviews, incident retrospectives, customer calls, and executive strategy sessions. But the knowledge generated in these meetings evaporates the moment participants hang up. Action items go unfulfilled, decisions are forgotten, and teams repeat discussions because nobody can recall what was resolved three weeks ago. Even when recordings exist, nobody watches a 60-minute video to find a 30-second decision.

Context connects to Zoom and extracts structured knowledge from meeting transcripts, recordings, and chat messages. Decisions, action items, and technical discussions become searchable nodes in your knowledge graph, linked to related Jira tickets, Confluence documents, Slack conversations, and engineering artifacts. When someone asks "what did we decide about the database migration timeline?", Context surfaces the exact meeting segment with speaker attribution, the follow-up Slack thread, and the Jira epic tracking implementation.

Because Context deploys entirely on your infrastructure, meeting transcripts and recordings never leave your network. This is particularly critical for defense contractors, government agencies, and regulated industries where meeting content may contain classified or export-controlled information. Zoom access controls and meeting-level permissions are respected within the knowledge graph.

Key Capabilities

  • 01Meeting transcript extraction with speaker attribution, topic segmentation, and automatic identification of decisions, action items, and open questions
  • 02Recording metadata indexing that catalogs meeting recordings with searchable summaries, participant lists, and temporal markers for key discussion points
  • 03Zoom Chat knowledge capture that indexes in-meeting chat messages, shared links, and file references with full context linking to the meeting discussion
  • 04Recurring meeting intelligence that tracks decision evolution across recurring meeting series, surfacing how topics develop over weeks and months
  • 05Participant expertise mapping that identifies subject-matter experts based on meeting participation patterns, speaking time, and discussion topics
  • 06Cross-meeting topic threading that connects discussions spanning multiple meetings, building comprehensive knowledge trails for complex initiatives

Use Cases

Classified Program Meeting Intelligence

Defense and intelligence organizations conduct sensitive program reviews over Zoom. Context processes meeting transcripts on-premise, extracting decisions and action items without any data leaving the secure enclave. Program managers can search across months of classified meeting history, trace decision lineage, and identify which stakeholders committed to specific deliverables -- all within the air-gapped deployment.

Incident Response Knowledge Capture

During major incidents, war room Zoom calls generate critical troubleshooting knowledge that rarely gets documented. Context captures the meeting transcript, identifies the root cause discussion, extracts the timeline of diagnostic steps, and links the meeting to the PagerDuty incident, the Datadog alerts, and the post-mortem Confluence document. Future incident responders can search for similar symptoms and find the complete resolution context.

Customer Call Intelligence for Regulated Industries

Financial services and healthcare organizations conduct customer calls that contain compliance-sensitive information. Context extracts meeting knowledge while maintaining full data residency on your infrastructure. Sales teams in Salesforce see linked meeting context. Compliance teams can audit customer communications. Product teams discover customer pain points across hundreds of calls without accessing raw recordings.

Architecture Decision Recovery

Engineering teams make critical architecture decisions in Zoom design reviews that are never formally documented. Context extracts the decision points, the alternatives discussed, the trade-offs evaluated, and the final rationale. When an engineer joins the team six months later and asks why the team chose gRPC over REST, Context surfaces the exact meeting segment, the follow-up Slack discussion, and the related Confluence ADR.

How It Works

SOURCEZoomMicrosoft TeamsSlackGoogle MeetPROCESSINGContext EnginePROCESSINGKnowledge GraphOUTPUTAnswers

Security & Compliance

SOC 2 Type IISOC 2 Type IIGDPRGDPRHIPAAHIPAAISO 27001ISO 27001

Deployment Options

DEPLOYMENT ARCHITECTURE

YOUR INFRASTRUCTUREOn-PremiseK3s / K8s / Bare MetalAPI ServerKnowledge GraphLLM (Ollama)PostgreSQLYour VPCAWS / Azure / GCPEKS ClusterKnowledge GraphKubeAI (GPU)S3 / BlobKARPENTER: GPU SCALE-TO-ZEROAir-GappedNo Internet RequiredAPI ServerKnowledge GraphOllama / MLXLocal StorageYOUR DATA NEVER LEAVES YOUR INFRASTRUCTURE

Frequently Asked Questions

How does Context handle classified or export-controlled meeting content?

Context deploys entirely on your infrastructure, so meeting transcripts and recordings never leave your network. For ITAR, EAR, and classified environments, all transcript processing and knowledge extraction happens locally. Context supports air-gapped deployments where no external network connectivity is required after initial setup. Field-level redaction rules can exclude specific content patterns from the knowledge graph.

Does Context require Zoom cloud recordings?

Context works best with Zoom cloud recordings that include transcripts, but it also supports local recording files uploaded to a designated storage location. For organizations using Zoom's on-premise meeting connector, Context can process recordings directly from your local infrastructure. Meeting metadata and chat messages are indexed regardless of recording status.

How does Context handle Zoom meeting permissions?

Context respects Zoom meeting access controls. Users only see knowledge from meetings they were invited to or participated in. Private meetings, restricted recordings, and meetings with specific access policies maintain their permission boundaries within the knowledge graph. Permission enforcement is evaluated at query time, so access changes take effect immediately.

Can Context process Zoom Phone and Zoom Contact Center data?

Context supports Zoom Phone call recordings and voicemail transcripts, as well as Zoom Contact Center interaction data. This is particularly valuable for organizations that use Zoom as their unified communications platform. Call recordings are processed with the same transcript extraction and knowledge graph linking as meeting recordings.

What happens with Zoom Webinar recordings?

Context indexes Zoom Webinar recordings and transcripts alongside regular meeting data. Webinar Q&A sessions, polls, and chat messages are captured as additional knowledge nodes. This is useful for organizations that use webinars for internal training, all-hands meetings, or customer education events where the content has long-term reference value.

How does Context handle large volumes of meeting data?

Context processes meetings in parallel with configurable concurrency limits. For organizations with thousands of daily meetings, initial backfill can be scoped by date range, user group, or meeting type to prioritize the most valuable content. Incremental sync is highly efficient, processing only new meetings as they complete. Storage requirements depend on transcript volume but are significantly smaller than raw recording files.

Setup Overview

Deploy the Zoom connector through the Context admin console. Create a Server-to-Server OAuth app in the Zoom Marketplace with scopes for meeting metadata, cloud recordings, and transcripts. Context supports both licensed and on-prem Zoom deployments. Configure which meeting types to index -- all meetings, specific users or groups, or meetings matching specific criteria. Most organizations start with all cloud-recorded meetings and expand based on coverage needs. Zoom meeting-level access controls are imported to maintain permission boundaries within the knowledge graph. For on-premise and air-gapped deployments, Context supports Zoom on-premise meeting connectors and can process recording files directly from local storage. Webhook delivery requires network connectivity to Zoom cloud or can be replaced with scheduled polling for restricted environments.

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