A Deterministic Legal Reasoning Compiler.
Stripe for Contractual Truth.
THEMIS is a 19-layer compute pipeline that transforms any document corpus into a perfect, versioned, self-validating knowledge graph. Upload once, query forever. The LLM is just the terminal — THEMIS is the operating system.
What THEMIS Actually Is
What it is
A pure compute pipeline (no UI, no storage) that turns any document set into 19 composable knowledge layers — AST → DealMap → Risk → Scenarios → Canonical truth
What it replaces
40–400 hours of manual diligence per transaction + multiple siloed AI tools + constant re-review on every amendment
What you gain
One immutable source of truth that never needs re-ingestion, never hallucinates, and gets smarter with every new version
Contracts as Code
THEMIS treats contracts the way compilers treat source code. Every capability maps to something developers already understand.
What Powers MergeOn
Purpose-built intelligence for complex agreements — not generic document processing.
Contract Intelligence, Not Text Extraction
MergeOn understands agreements as living systems — parties, obligations, dependencies, and outcomes — not just documents.
Single Source of Contractual Truth
Every agreement resolves into a canonical, auditable representation that stays consistent across versions, amendments, and negotiations.
Change Detection with Legal Context
We don't just detect edits — we understand what changed, who it affects, and why it matters.
Obligation & Deal-State Awareness
Responsibilities, milestones, and conditions are continuously tracked as deals evolve.
Risk & Compliance Intelligence Built In
Jurisdictional requirements, closing blockers, and exposure risks are identified before they become problems.
Scenario & Outcome Modeling
Users can explore "what-if" outcomes before making commitments — across negotiations, amendments, and execution paths.
Self-Healing Agreements
When inconsistencies or conflicts arise, MergeOn deterministically identifies and resolves them.
AI-Assisted Drafting with Guardrails
New language is generated only when safe, consistent, and legally coherent with the rest of the agreement.
Audit-Grade by Design
Every conclusion, recommendation, and output is traceable, explainable, and reviewable.
Built for Scale, Security, and Enterprise Control
Designed from day one for multi-party workflows, regulatory scrutiny, and enterprise deployment.
Vertical-Agnostic by Design
The engines are generic. ObligationEngine and RegulatoryAlignmentEngine don't know "real estate" or "Texas" — they only look at semanticTypes and rule packs.
engine.loadRulePack("texas-real-estate-v2.json")
// No engine changes. Just config.
Same pattern Stripe uses for tax calculation across jurisdictions. We don't rewrite the engine for Texas vs. California vs. ISDA — we ship a rule pack.
Zero Lock-In Architecture
Documents stay in your storage. THEMIS is compute-only.
The compiled knowledge graph is yours. Export anytime.
Switch models without re-ingestion or re-training.
JSON exports, GraphQL API, webhook events.
Simple Economics
ReviewPack Tier Unlocks
Process High-Stakes Documents at Scale
Replace manual review with provable truth. Contact us for API access and pricing.
Request THEMIS Access