Orion Knowledge Fabric™
A persistent knowledge environment preserving what the organization knows, why it knows it, how that knowledge may be used, and what the mission ultimately learned.
Missions generate knowledge that organizations often lose.
Critical mission knowledge is distributed across operational systems, intelligence databases, planning tools, simulations, reports, email, chat, individual expertise, after-action reviews, engineering systems, partners, and archives. Orion Knowledge Fabric™ preserves the context as governed institutional knowledge.
- Mission observations
- Source provenance
- Assessments
- Confidence levels
- Contradictions
- Assumptions
- Recommendations
- Courses of action
- Decisions
- Approval records
- Policy interpretations
- Mission actions
- Exceptions
- Outcomes
- Simulation results
- After-action findings
- Model-performance evidence
- Engineering knowledge
- Architecture decisions
- Lessons learned
The organization can explain what it knows and why.
Origin
Where did this information originate, and who or what produced it?
Mission Context
Which mission, objective, decision, or action did it support?
Evidence
Which evidence confirms or contradicts it, and what assumptions were made?
Confidence
How confident was the assessment and how has that changed?
Authority and Access
Who may access, reuse, release, or supersede it?
Outcome
Which decision used it and what outcome followed?
Relevant knowledge without uncontrolled exposure.
Knowledge retrieval is governed through identity, organization, workspace, assignment, role, attributes, classification, releasability, originator control, purpose, time, partner restrictions, approvals, and audit policy.
Knowledge is not always agreement.
A trusted environment preserves conflicting reports, competing assessments, alternative explanations, unresolved identities, confidence changes, failed predictions, invalidated assumptions, and superseded conclusions.
AI-supported reasoning must remain grounded, authorized, and auditable.
AI systems require mission-specific context with authorized retrieval, evidence linkage, grounding, provenance, contradictions, uncertainty, current policy, temporal relevance, restrictions, and auditability. AI-generated outputs remain separate from validated knowledge until reviewed and governed.