The Ontologically Bound Decision Architecture (OBDA)
We build sub-300ms, deterministic enterprise systems. By pairing formal ontological knowledge graphs with TypeSafe’s Jev decision engine and LEAP literate programming, we replace fragile prompt chains with auditable, high-speed machine reflexes.
01 — The Problem
Enterprises route deterministic work through unconstrained LLM loops. Latency, unit economics, and compliance all break. OBDA separates domain truth, calibrated judgment, and deliberative synthesis.
02 — Architecture
Cognition decoupled into deterministic domain truth, high-speed calibrated judgment, and deliberative synthesis — governed in a literate medium.
Ontological Graph / TypeDB
Immutable business axioms, relations, and invariants. Formal relational logic and deductive inference — not semantic proximity.
Jev by TypeSafe.ai
Sub-100ms typed decisions — Choice, Score, Noul — operating on parameterized subgraphs with calibrated confidence.
Foundation LLMs
System 2 synthesis, invoked exclusively for generative or unstructured exceptions — never the inner state loop.
LEAP
Human-in-the-loop literate specifications where domain experts and autonomous agents collaborate in version-controlled harmony.
03 — Proof Points
Where sub-second, invariant-bound decisions are not optional.
In-line card fraud and transaction blocking under 100ms without breaking payment processor SLAs.
Automated Prior Authorization strictly bound to CMS guidelines and clinical coding ontologies.
Automated account renewal triage, churn defense, and expansion routing with zero human delay.
04 — Engagement
Phase 1 on-ramp: profile existing agent bottlenecks, map operational data to TypeDB and Jev, and deliver a compiled LEAP specification ready for production sign-off.