Technology
How Juris Works
From your policy documents and your actual decisions — to a versioned, executable ruleset that certifies every new decision against the rule it was meant to follow. In three steps a compliance officer can describe, and an auditor can verify.
Core Technology
Certified logic, not probabilistic approximation
High-stakes decisions cannot be defended with probability scores or post-hoc explanations. They require logic that can be inspected, executed, and traced to governance authority.
Certified rules from limited examples
Stand up a certified ruleset from a small number of real cases — no historical data warehouse required. Juris works with the decisions you already have.
Verified against your stated policy
Every rule is verified against the policy document it came from, with a traceable chain back to the source clause. Nothing enters the ruleset without governance authority.
Rules you can run and inspect
The output is executable, auditable logic — not a narrative explanation of opaque model behaviour. Your compliance team can read it. Your auditor can verify it. Your system can run it.
Refuses when evidence is insufficient
When the evidence doesn't justify a certified answer, Juris refuses — and tells the examiner exactly what was missing. Silence is never the answer. This is the difference between AI that guesses and infrastructure that governs.
The Process
Three steps. Auditor-verifiable at each one.
Upload your policy
Juris ingests the documents that define your governance — policy manuals, risk appetite statements, filed rate manuals, protocols, LPAs. Each document is hashed at ingestion. Nothing enters the ruleset unless a human has approved it.
Review and approve the rules
Juris proposes the clauses that carry normative weight and presents them inline on the source document. Your analyst accepts, rejects, or adjusts. Your compliance officer signs off. The signed clause set is cryptographically bound to the source document.
Certify every decision
Juris evaluates each case against the approved rules. The output is allow, block, or refuse — with the exact rule, the source clause it came from, the evidence that satisfied it, and the version under which it was decided. Every decision becomes a piece of defensible evidence.
Provide decision examples
Start with a small set of real decision examples. No massive historical datasets required.
Symbolic hypothesis enumeration
Juris enumerates and refines symbolic hypotheses that could explain the decision patterns in your examples.
Formal constraint verification
Candidate rules are verified against explicit constraints and governance invariants to ensure deterministic correctness.
Counterfactual stress testing
Edge cases and historical exceptions are tested to reject brittle rules, ensuring robustness across the decision population.
Export certified rules + audit trace
Export certified rules with complete provenance — or receive a clear refusal with specific evidence requirements.
Ready to see 
in action?
Schedule a personalized demo to see how can certify decision logic for your organization.