01
Discover
Identify approved knowledge sources, owners, structures, access methods, and applicable handling requirements.
RebelWave Offering
Knowledge Engineering System
A standalone, repository-independent capability that transforms information from authoritative and explicitly trusted sources into structured, validated, traceable, and reusable organizational knowledge.
KES discovers, acquires, validates, structures, relates, and publishes knowledge while preserving source ownership, provenance, review status, uncertainty, and customer authority.
Governing Question
How does this become trusted organizational knowledge?
Every KES service, workflow, interface, and knowledge product is organized around this question. KES engineers knowledge; it does not engineer decisions.
Operational Problem
Critical knowledge often exists, but remains fragmented and delayed.
Organizations frequently possess valuable operational, technical, and institutional knowledge distributed across people, systems, documents, contractors, agencies, and operational units.
The resulting delay between observation and trusted availability is operational knowledge latency.
Representative Sources
Tactical observations
Mission and patrol reports
Doctrine and procedures
Engineering and technical records
Maintenance and readiness data
Government and contractor systems
Historical archives
Subject-matter expert submissions
Knowledge Engineering Lifecycle
A controlled path from source information to trusted knowledge.
02
Acquire and Register
Receive source information and record its identity, ownership, time, context, authority, and provenance.
03
Validate
Confirm source authorization, completeness, integrity, relevance, and required review status.
04
Structure and Relate
Normalize information and establish traceable relationships without changing the meaning of the source material.
05
Review and Approve
Support customer-defined human review, correction, approval, rejection, and retirement workflows.
06
Publish
Deliver approved knowledge to customer-selected repositories, command systems, mission applications, or other authorized consumers.
Product Principles
Knowledge remains attributable, governed, and customer-owned.
Repository Independent
KES is not the customer’s knowledge repository. It publishes engineered knowledge to repositories and consuming systems selected by the customer.
No Knowledge Invention
KES does not fabricate facts, fill information gaps with assumptions, or publish unsupported inference as authoritative knowledge.
Provenance Preserved
Every knowledge artifact retains traceability to its source, transformations, reviews, approvals, versions, and publication destination.
Human Ownership
The customer remains the authoritative owner of its knowledge and controls validation, correction, approval, rejection, and retirement.
Inputs
Trusted Sources
KES receives information through approved interfaces and workflows while preserving source authority, ownership, classification, handling restrictions, and provenance.
Outputs
Authorized Consumers
Approved knowledge can be published to customer repositories, command-and-control systems, mission applications, knowledge graphs, databases, or the RebelWave Ecosystem.
KES may maintain processing state, mappings, workflow state, and audit evidence, but it does not become the customer’s authoritative repository.
Operational Outcomes
Move knowledge faster without sacrificing authority or traceability.
Reduced operational knowledge latency
Faster movement of observations into authorized systems
Preserved source provenance
Improved visibility into conflicting information
Reduced dependency on manual information handoffs
Repository and vendor independence
Improved knowledge reuse across missions
Continued customer ownership of knowledge
Product Boundary
KES engineers knowledge. It does not engineer decisions.
Does not generate Courses of Action
Does not authorize missions
Does not direct execution
Does not invent missing knowledge
Does not silently resolve source conflicts
Does not replace customer repositories
Knowledge Engineering
Convert distributed information into trusted organizational knowledge.
RebelWave works with government, defense, aerospace, and public-sector organizations to define source governance, validation workflows, provenance requirements, and repository integrations.
Discuss a KES Requirement