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THEMIS Protocol v1.0

Deterministic Reasoning Infrastructure. The LLM is the terminal. The substrate is the operating system.

THEMIS turns multi-document corpora into provably consistent operational truth. The LLM is the terminal. THEMIS is the operating system.

SOC 2 Aligned
HIPAA Ready
Bring Your Own Storage
Evidence Chains
Core proposition

What THEMIS actually is

What it is

A pure compute substrate (no UI, no storage) that resolves a document corpus into composable, versioned knowledge: structure, dependencies, obligations, scenarios, canonical truth.

What it replaces

Manual diligence across high-stakes agreements, siloed point AI tools, and the cycle of re-review every time an amendment lands.

What you gain

A single immutable source of operational truth that never needs re-ingestion, never improvises, and gets sharper with every new version.

The insight

Reasoning as a compiler, not a chat

THEMIS treats high-stakes agreements the way compilers treat source code. Every capability maps to something engineers already understand — and behaves deterministically because of it.

AST + Differ
Git for agreements
Exact versioning across amendments, not fuzzy text diff.
DependencyGraph + ConstraintSolver
Build system
If one clause changes, the substrate computes what breaks.
StateMachine + ObligationEngine
Runtime
Where are we in the lifecycle? Who owes what to whom?
TransactionSimulator + ScenarioSimulator
Test suite
Will this close? What if a counterparty refuses?
SelfHealingEngine + ConsistencyChecker
Linter
Detect contradictions; suggest deterministic fixes.
AmendmentCodegen + AddendumCodegen
Compiler output
Generate language that is consistent with the rest of the corpus.
CanonicalizationEngine
Single source of truth
The authoritative operational record.
RiskModelBuilder
Observability
Quantified, traceable risk signals.
NegotiationAgent
IDE assistant
Role-aware proposals bounded by rule packs.
Design principle

Vertical-agnostic by design

The engines are generic. Domain knowledge ships as rule packs — not as code changes. The same compute substrate serves real estate, M&A, procurement, clinical, supply chain, and beyond.

Adding a new vertical
// To support a new jurisdiction or domain:
engine.loadRulePack("texas-real-estate-v2.json")
// No engine changes. Just a rule pack.
Real EstateM&AProcurementClinical TrialsHealthcareComplianceInsuranceBankingSupply Chain
Capabilities

What the substrate powers

THEMIS exposes six capability clusters served by nineteen underlying engines. The per-engine reference lives in the technical reference.

Structural Reasoning

AST parsing, defined-term resolution, cross-reference linking. The corpus becomes a structured artifact, not a flat text.

Dependency Intelligence

Every cross-clause, cross-document, and cross-party dependency is tracked as a graph edge with consistency constraints.

Obligation Runtime

Parties, duties, conditions, and milestones are tracked as a state machine — not summarized as text.

Scenario Simulation

Closing probability, counterparty behaviour, and amendment cascades simulated against the canonical record.

Self-Healing & Drafting Guardrails

Contradictions are surfaced and resolved deterministically. Generated language is bound to consistency rules.

Risk & Compliance Observability

Quantified risk, jurisdictional alignment, and audit-grade explainability for every conclusion.

Architecture posture

Zero lock-in

You own the documents

Source material remains in customer storage. THEMIS is compute-only.

You own the canonical record

The compiled operational truth is exportable in standard formats.

Provider-agnostic

Switch reasoning models without re-ingestion or re-training.

Standard interfaces

JSON exports, GraphQL API, webhook events.

Why this matters
High-stakes operational systems cannot afford reasoning that lives inside one vendor’s weights. THEMIS keeps the substrate provider-neutral by design.
Adoption surface

Tier ladder

The substrate is adopted in tiers. Each tier unlocks the next layer of governed reasoning. Tier 3 is the full deterministic surface.

Tier 1
Evidence Extraction
Field-level extraction with provenance. The factual layer of the substrate. Not yet sufficient for governed reasoning.
Tier 2
Narrative Intelligence
Task generation, summaries, and bounded world models. Required for MIL-mediated reasoning.
Unlocks MIL
Tier 3
Strategic Intelligence
Dependency-aware reasoning, risk modeling, scenario simulation. Full deterministic reasoning surface.
Unlocks MIL + THEMIS

Process high-stakes work against provable truth

Replace fuzzy review and improvised reasoning with a substrate that resolves, computes, and explains. THEMIS is available via API.

Request THEMIS accessSee MIL — the context boundary