Govern the decision
before it becomes action.
KORUM turns AI output into a defensible decision packet: evidence separated, dissent captured, confidence carried forward, authority gated, and every consequential step sealed to the ledger.
The dangerous moment is not
when AI answers.
It is when the answer becomes action. Most AI systems can generate a recommendation. Few can prove why that recommendation was permitted, what evidence supported it, where models disagreed, and who allowed it to move forward.
KORUM exists for that gap between response and consequence.
Every consequential answer passes
through the same discipline.
KORUM separates generation from authority. Each AI-assisted decision is routed through evidence checks, dissent scoring, confidence discipline, redaction, human review, and ledger preservation — before it can be treated as operational intelligence.
A record for every decision
that mattered.
The KORUM ledger preserves the path from AI output to operational decision: what was known, what was assumed, where models diverged, who reviewed the gate, and why the action was allowed, blocked, or escalated.
The proof layer makes
decision quality inspectable.
KORUM treats every consequential output as contestable until the evidence boundary, dissent state, confidence level, redaction status, and execution authority are visible.
Evidence Boundary
Separates verified facts from assumptions, unknowns, and unverifiable claims before any council phase begins.
Dissent Register
Captures where models disagree, why they disagree, and whether disagreement changes the decision state.
Confidence Discipline
Prevents fluent answers from outrunning the weakest unresolved evidence. Confidence is inherited, not reset.
Korum Shield
Controls what sensitive data models can see while preserving operator context for human review.
Human Gate
Routes high-consequence decisions to explicit human approval. The gate record — including the human decision — is written to the immutable ledger.
Ledger Seal
Preserves the decision packet as a replayable operational record. Sealed after authority is granted.
Disagreement becomes evidence.
KORUM routes work across specialized reasoning roles so that generation, challenge, validation, and authorization are separated. The goal is not consensus theater — it is a defensible record of what each model contributed, where it disagreed, and what survived review.
Generates structured path
Forms the opening hypothesis and maps the decision landscape. Sets the initial confidence baseline and identifies primary evidence dependencies.
Finds weak assumptions
Stress-tests every claim the Architect surfaces. Forces the council to confront overconfidence, evidence gaps, and what it does not know.
Checks evidence boundary
Verifies statutory grounding, source classification, and authority scope. A strong narrative with weak evidence is a FAIL at this phase.
Applies domain rules
Enforces domain-specific constraints, execution boundaries, and jurisdiction-specific requirements before the output is assembled.
Preserves final decision packet
Assembles and seals the decision packet from what survived the council — including dissent, confidence state, and authority boundary. No fabrication. No smoothing.
One engine for decisions
that cannot drift.
KORUM is designed for environments where AI-assisted recommendations must be explainable, reviewable, and bounded before they affect infrastructure, customers, or mission operations.
Built for the questions
regulated buyers ask first.
KORUM should not claim compliance as a slogan. It exposes the records, controls, and proof artifacts that make compliance conversations concrete.
Build AI systems that can
explain why they were
allowed to act.
KORUM is for high-stakes operational environments where evidence, governance, and execution integrity are not optional compliance layers. They are the infrastructure.