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Reasoners

Logic-first, glass-box delivery

We build decision-grade cognitive infrastructure.

For high-stakes domains, “a plausible answer” is a liability. We help teams move from probabilistic demos to auditable systems: causal graph memory, enforceable governance, and reasoning traces you can inspect.

Abstain over improvise Traceable answers Constraints, not prompts No lock-in (standards-first)

What we build (plain English)

Structured memory for agents

A persistent memory layer grounded in entities, relations, provenance, and mechanisms — not just vector similarity.

Glass-box reasoning traces

Every answer includes an auditable path: what nodes were used, why edges were traversed, and which sources support each step.

Governance by design

Critical rules encoded as enforceable constraints (e.g., SHACL-style) so policy violations become technically impossible.

One core, three reinforcing lanes

Science (proof-of-quality)

We validate the hardest cases first. If the approach holds in biomedicine, it holds anywhere.

Market (measurable ROI)

Commercial deployments that fund iteration and prove value under real operational constraints.

Product (reusable building blocks)

We convert patterns into reusable architecture and tooling so the approach scales beyond one-off projects.

Read Vision 2026 Operating model Governance approach

Where to start

Evaluate fit

See what we do and what “good” looks like.

Services Case studies

Understand the core

Go deeper into primitives, traces, and constraints.

Methodology Philosophy

Read models

Public causal writing and reusable diagrams.

Blog Diagram gallery

Regional note

This site is currently English-first. If you need region-specific materials (DACH / CEE), we’ll add dedicated landing pages without breaking URLs.