Deterministic AI Governance Research

The standard the industry has been missing.

Klaritee builds the deterministic infrastructure that regulated industries require, and that probabilistic AI systems are architecturally incapable of providing.

Explore the Engines →

Active Development

The Engine Suite

Five deterministic evaluation systems. Each domain-specific. Each built on the same invariant IGI core.

01Klaritee VerifyDeterministic document evaluation. Detects structural failures, evidence gaps, manipulation patterns, and rhetorical drift. Every finding anchored to a specific span with character offsets and a hash receipt.● Engine Active

02Klaritee ContractsLegal document intelligence. Clause-level risk evaluation with obligation mapping, liability exposure scoring, and negotiation signal detection across all major contract types.● Engine Active

03SentinelIntelligence source verification for defense and national security environments. Evaluates claims against a typed source corpus, SIGINT, IMINT, HUMINT, scoring verification confidence, source currency, and analytic reasoning integrity through a deterministic five-phase IGI pipeline. Hash-receipted verdicts. Audit-grade.◆ In Development

04Litigation IntelligencePre-litigation document analysis. Identifies exposure vectors, inconsistency patterns, and evidentiary vulnerabilities before they become liabilities in discovery or trial.◆ In Development

05Compliance EngineRegulatory document verification against known frameworks. Near-zero tolerance for deviation in Tier 1 regulated environments. Hash-receipted verdicts formatted for audit submission.◆ In Development

Proof of Engine

Raw Output. No polish. No demo.

This is what the engine actually produces. The unmodified JSON payload from a live evaluation run.

{
  "engine": "Klaritee Verify",
  "version": "2.4.1",
  "status": "PLACEHOLDER",
  "receipt_hash": "sha256:a3f8c2e1d94b7f6e2a1c3d5e7f9b1a2c4d6e8f0a1b3c5d7e9f1a2b4c6d8e0f2",
  "document_id": "doc_verify_001",
  "evaluated_at": "2026-05-08T14:22:31Z",
  "composite_score": 0.71,
  "verdict": "CONDITIONAL_PASS",
  "occurrence_count": 48,
  "flagged_count": 7,
  "channels": {
    "structural_integrity": {
      "score": 0.88,
      "occurrences": 12,
      "flags": 1
    },
    "evidence_density": {
      "score": 0.63,
      "occurrences": 18,
      "flags": 4
    },
    "rhetorical_drift": {
      "score": 0.74,
      "occurrences": 11,
      "flags": 2
    },
    "manipulation_signals": {
      "score": 0.91,
      "occurrences": 7,
      "flags": 0
    }
  },
  "findings": [
    {
      "occurrence_id": "occ_0012",
      "detector": "evidence_gap_detector",
      "severity": "HIGH",
      "span": {
        "start": 1423,
        "end": 1891
      },
      "penalty": 0.18
    },
    {
      "occurrence_id": "occ_0024",
      "detector": "rhetorical_escalation",
      "severity": "MEDIUM",
      "span": {
        "start": 3201,
        "end": 3445
      },
      "penalty": 0.09
    },
    {
      "occurrence_id": "occ_0031",
      "detector": "structural_gap",
      "severity": "LOW",
      "span": {
        "start": 5102,
        "end": 5234
      },
      "penalty": 0.04
    }
  ]
}

Selective Access

Built for organizations that require certainty.

Access is not open. We work with a limited number of organizations whose use cases demand deterministic, audit-grade intelligence, and who understand what that means.

Request Participation →

→ Regulated industry with active compliance obligations

→ Document volumes requiring systematic evaluation

→ Legal, compliance, or governance decision authority

→ Understanding that this is not a probabilistic AI product

→ Willingness to engage with raw engine output

Research

Klaritee publishes the methodological foundations of deterministic intelligence. The logic, architecture, and invariant structure that underlies the IGI framework and every engine built on it.

Framework Architecture

Klaritee Logic StandardRead →

IGI Schema InvariantsRead →

IGI Emergent SchemaRead →

White Paper

Klaritee White PaperCOMING SOON—