context
[SEE IT ON YOUR DATA]
Cisco Webex logocommunication

Context + Cisco Webex

Enterprise meeting intelligence for government, defense, and regulated industries

Cisco Webex is the collaboration platform of choice for government agencies, defense contractors, and regulated enterprises that require FedRAMP authorization, end-to-end encryption, and compliance with strict security standards. Millions of critical decisions happen in Webex meetings and spaces every day -- program reviews, contract negotiations, incident responses, and classified briefings -- but the knowledge generated in these interactions remains locked in recordings and message threads that nobody can efficiently search.

Context connects to Webex and transforms meeting transcripts, space messages, and shared files into searchable organizational intelligence. Decisions made in a Webex program review automatically link to the corresponding Jira epics, the Confluence program documentation, the ServiceNow change requests, and the Slack channels where implementation teams coordinate. When a contracting officer asks "what technical requirements were discussed in the Phase 2 review?", Context surfaces the exact meeting segments with speaker attribution, the linked requirements documents in SharePoint, and the follow-up space messages where the engineering team clarified scope.

Context deploys entirely on your infrastructure, making it uniquely suited for Webex environments handling CUI, ITAR, and classified content. Meeting transcripts and space messages are processed locally with zero data exfiltration. For organizations using Webex for Government (FedRAMP High), Context maintains the same security posture by keeping all knowledge extraction within your authorized boundary.

Key Capabilities

  • 01Webex meeting transcript extraction with speaker attribution, topic segmentation, and automatic detection of decisions, action items, and commitments across meeting types
  • 02Webex Spaces knowledge capture that indexes messages, threaded discussions, shared files, and whiteboard content from team and project spaces with full conversation context
  • 03Webex for Government (FedRAMP) compatibility with on-premise deployment that maintains authorization boundary compliance for CUI and sensitive government communications
  • 04Meeting series intelligence that tracks how program milestones, technical decisions, and action items evolve across recurring meeting cadences such as weekly program reviews and sprint retrospectives
  • 05Cross-space topic discovery that surfaces related discussions happening across different Webex spaces, breaking down information silos between program teams and functional groups
  • 06Webex calling and contact center transcript integration for organizations using the full Cisco collaboration suite to capture knowledge from phone interactions and customer engagements

Use Cases

Defense Program Review Intelligence

Defense contractors conduct program reviews, design reviews, and milestone assessments over Webex that generate critical program knowledge. Context captures meeting transcripts on-premise, extracts decision records and action items, and links them to program documentation in SharePoint, engineering artifacts in Jira, and compliance records in ServiceNow. Program managers search across months of review history to trace requirement evolution, identify risk patterns, and prepare for audits -- all within the classified enclave.

Government Agency Cross-Program Knowledge Sharing

Federal agencies managing multiple programs need to share lessons learned and best practices without exposing program-specific details. Context extracts generalized knowledge patterns from Webex meeting transcripts -- common technical challenges, vendor evaluation criteria, acquisition strategies -- and makes them discoverable across authorized program boundaries. An acquisition specialist preparing for a new procurement can find relevant precedents from past program discussions without accessing restricted content.

Regulated Industry Compliance Documentation

Financial services, energy, and pharmaceutical organizations use Webex for compliance-sensitive discussions. Context creates an auditable knowledge trail from meeting transcripts, linking compliance decisions to the regulatory requirements that drove them, the risk assessments that informed them, and the implementation tasks that followed. Compliance officers can trace any regulatory decision from initial discussion through final implementation without manually reviewing meeting recordings.

Classified Incident Response Coordination

During security incidents in classified environments, coordination happens through Webex meetings and spaces. Context captures the incident timeline from meeting transcripts and space messages, identifies the diagnostic steps taken, the root cause analysis, and the remediation decisions. This knowledge links to Splunk alerts, CrowdStrike detections, and ServiceNow incident records, creating a complete incident knowledge package for future reference and after-action review.

How It Works

SOURCECisco WebexMicrosoft TeamsSlackZoomPROCESSINGContext 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

Does Context support Webex for Government (FedRAMP)?

Yes. Context is designed for government and defense environments. The Webex connector supports Webex for Government FedRAMP High deployment by using the dedicated government API endpoints and maintaining all data processing within your authorized boundary. Context itself deploys on your infrastructure, ensuring that meeting transcripts and knowledge graph data never leave your FedRAMP-authorized environment.

How does Context handle classified content in Webex meetings?

Context deploys entirely on your infrastructure, including air-gapped environments with no external network connectivity. Meeting transcripts and space messages containing classified or CUI content are processed locally. No data is transmitted to external services. Field-level redaction rules can exclude specific classification markings or content patterns from the knowledge graph if needed.

Can Context integrate with Webex Calling and Contact Center?

Yes. Context supports Webex Calling recorded calls and Webex Contact Center interaction transcripts for organizations using the full Cisco collaboration suite. Call recordings are processed with the same transcript extraction and knowledge graph linking as meeting recordings. This provides unified communication intelligence across meetings, messaging, phone calls, and customer interactions.

How does Context handle Webex space permissions?

Context enforces Webex space membership on all knowledge graph queries. Users only see knowledge from spaces they are members of and meetings they were invited to. When users are added to or removed from a space, their search permissions update accordingly. For organizations with complex access control requirements, Context supports custom permission mapping based on Active Directory groups or organizational hierarchy.

Does Context support Webex Board and whiteboard content?

Context indexes Webex whiteboard content when it is shared within spaces or meetings. Whiteboard images are stored as reference nodes in the knowledge graph, linked to the meeting or space where they were created. For organizations that capture architectural diagrams and workflow designs on Webex Boards, this preserves the visual context alongside the textual meeting knowledge.

What Webex subscription plans does Context support?

Context works with Webex Suite Enterprise, Webex for Government, and Webex Meetings plans that include recording and transcript capabilities. Pro Pack features such as extended storage and compliance tools enhance Context's capabilities but are not required. The core meeting, messaging, and space integration works across all supported plan tiers with transcript access.

Setup Overview

Deploy the Webex connector through the Context admin console. Create a Webex integration or service app in the Webex Developer Portal with scopes for meetings, recordings, messaging, and team membership. For Webex for Government, use the dedicated developer portal and FedRAMP API endpoints. Configure which spaces, meeting types, and user groups to index. Most government and defense organizations scope indexing to specific programs or organizational units based on classification level and need-to-know boundaries. Webex space membership and meeting access controls are imported to enforce permission boundaries within the knowledge graph. For classified and air-gapped deployments, Context runs entirely within your secure enclave. The Webex connector can operate in polling mode without inbound webhook connectivity. Recording files can be processed from local storage if direct API access is restricted. Contact your Cisco account team to confirm API access for your specific Webex deployment model.

Ready to connect Cisco Webex?

See Context + Cisco Webex in action with a 30-minute technical walkthrough tailored to your environment.

BOOK A DEMO