context
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Loom logocommunication

Context + Loom

Turn Loom video knowledge into your enterprise knowledge graph

Loom has become the go-to tool for async communication across distributed teams -- from engineering walkthroughs and product demos to onboarding guides and executive updates. But the knowledge shared in video format is notoriously difficult to search, reference, and connect. Critical explanations, decisions, and demonstrations stay locked inside recordings that teammates rarely revisit.

Context extracts transcripts, spoken insights, and visual context from Loom recordings, then connects them to your broader organizational knowledge graph. When a new engineer needs to understand a codebase decision, they find not just the Loom walkthrough but the related GitHub pull request, the Slack discussion that prompted the recording, and the Jira ticket that tracked the work. Every video becomes a searchable knowledge node connected to the artifacts it references.

With on-premise deployment, your Loom transcript and metadata never leave your infrastructure. Context integrates with Loom Business and Enterprise features including SSO, workspace management, and content governance. Workspace and folder permissions are respected, so restricted recordings remain private in the knowledge graph.

Key Capabilities

  • 01Full transcript extraction with speaker identification, timestamps, and chapter markers for precise knowledge retrieval
  • 02Spoken entity recognition identifying project names, people, tools, and technical concepts mentioned in recordings
  • 03Screen content awareness capturing on-screen context like code snippets, dashboards, and documents shown during recordings
  • 04Comment and reaction extraction linking viewer feedback and questions to specific moments in the video
  • 05Cross-reference detection identifying mentions of tickets, documents, channels, and other artifacts across integrated tools
  • 06Recording metadata indexing capturing titles, descriptions, tags, viewers, and engagement metrics for relevance scoring

Use Cases

Engineering Knowledge Transfer

Senior engineers record Loom walkthroughs explaining architecture decisions, debugging approaches, and codebase conventions. Context extracts the spoken knowledge and connects it to the GitHub repositories, pull requests, and Slack threads referenced in the recording. New team members can search for any technical concept and find the relevant video explanation alongside the code and discussions that give it context.

Product Demo Intelligence

Product managers create Loom demos for stakeholders, capturing feature explanations and roadmap discussions. Context connects these recordings to the Jira epics, Linear projects, and Notion PRDs they reference, creating a rich timeline of product evolution. When leadership asks about a feature's history, Context surfaces the original demo alongside every related artifact.

Onboarding Knowledge Acceleration

Teams build onboarding libraries of Loom recordings covering processes, tools, and team norms. Context transforms these scattered videos into a connected knowledge base, linking each recording to the relevant Confluence docs, Slack channels, and tool configurations it discusses. New hires search naturally and find video explanations connected to the live resources they need.

Async Decision Documentation

Leaders use Loom to communicate decisions, provide feedback, and share updates across time zones. Context captures the reasoning shared in these recordings and connects it to the documents, projects, and discussions that informed the decision. When someone needs to understand why a strategic direction was taken, they find the executive Loom alongside the supporting data and team input.

How It Works

SOURCELoomSlackZoomGoogle 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 make Loom videos searchable?

Context extracts the full transcript from each Loom recording, processes it through natural language understanding to identify key entities, decisions, and concepts, and indexes everything as searchable knowledge. You can search by topic, person mentioned, project referenced, or any concept discussed in the video -- without watching the recording.

Does Context capture what is shown on screen during Loom recordings?

Context processes available screen content metadata and transcript references to understand the visual context of recordings. When a presenter discusses code on screen or walks through a dashboard, the spoken references to on-screen content are captured and linked to the relevant tools and artifacts in your knowledge graph.

Can Context connect Loom recordings to related work in other tools?

Yes. Context uses entity resolution and cross-reference detection to connect Loom recordings to the tickets, documents, repositories, and discussions they reference. When an engineer mentions a Jira ticket or shows a GitHub PR in a Loom walkthrough, Context creates explicit connections in the knowledge graph.

What Loom metadata does Context extract?

Context indexes the full transcript with timestamps, recording title and description, speaker information, chapter markers, comments and reactions, viewer engagement data, tags, folder organization, and all embedded links. This metadata powers precise search and relationship detection across your knowledge graph.

How does Context handle Loom workspace permissions?

Context respects Loom's permission model at the workspace and folder level. Private recordings, restricted folders, and password-protected videos are only surfaced to users with appropriate access. Your existing Loom access controls are mirrored in the knowledge graph.

Does the integration support Loom Business and Enterprise plans?

Context works with Loom plans that provide API access, including Business and Enterprise. Enterprise features like SSO, advanced admin controls, and content retention policies are fully supported for on-premise deployments.

Setup Overview

Connect your Loom workspace in minutes. Authorize Context via OAuth with read access to your workspace recordings. Select which folders and teams to index, configure access controls to mirror your Loom permissions, and start the initial sync. Most workspaces are fully indexed within a few hours depending on recording volume, with new recordings flowing in continuously via webhooks.

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