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Knowledge Ops

Enterprise Knowledge Management

Turn every document, conversation, and system into trusted, governed, answerable knowledge.

The workflow, end to end

Specialized agents hand off across the lifecycle, with quality loops and a continuous-improvement cycle that keeps the workflow learning over time.

Autonomous pipeline · running
SourcesKnowledge Sources
DocumentsEmailsWikiMeeting RecordingsChatSource CodeSOPs & PoliciesCRMBusiness Systems
AgentKnowledge Intake
Source DiscoveryData CollectionContent ValidationMetadata Extraction
AgentContent Processing
OCRSpeech-to-TextDocument ParsingStructure DetectionLanguage Detection
AgentKnowledge Classification
DepartmentTopicSensitivityOwnershipLifecycle
AgentKnowledge Enrichment
Entity ExtractionRelationship MappingKeyword ExtractionSummariesKnowledge Graph
AgentGovernance
PrivacyComplianceAccess ControlRetentionRisk
StoreKnowledge Repository
StructuredUnstructuredKnowledge GraphVector DBSearch Index
Parallel AgentsSearch & Recommendation
Semantic SearchHybrid SearchRecommendationsExpert Suggestions
AgentKnowledge Assistant
Question AnsweringPolicy GuidanceSOP RetrievalProcess NavigationContextual Recs
GatewayUser Interaction
EmployeeCustomer SupportManagementProject Team
AgentResponse Validation
Source VerificationHallucination DetectionPermission ValidationConfidence Scoring
AgentKnowledge Delivery
Answer GenerationSource CitationsDocument ReferencesProcess GuidanceAction Recs
AgentFeedback Collection
User RatingsMissing Info ReportsIncorrect Answer ReportsImprovement Suggestions
AgentKnowledge Improvement
Gap AnalysisOutdated DetectionDuplicate DetectionMissing DocsHealth Scoring
HumanExpert Review
SME AssignmentContent ApprovalPolicy UpdatesKnowledge Validation
ContinuousContinuous Learning
  • Usage Analytics
  • Search Analytics
  • Knowledge Trends
  • Emerging Topics
  • Org Learning Insights
feeds insights back to the start
Workflow handoff Continuous improvement

Outcomes

Ingests and governs knowledge from every source

Grounded answers with citations and hallucination checks

Usage and gaps continuously improve the knowledge base

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