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Your first 10 minutes

Pick a path. Get to signal fast.

This site has two complementary layers: Reasoners (consulting + cognitive infrastructure) and 5Reasons (public causal writing). Use this page to choose the fastest route based on your role.

Start a conversation Open the methodology See case studies
Abstain over improvise Auditable traces Hard constraints Causal paths (not similarity)

Choose your role

Buyer / operator

If you’re evaluating fit, risk, and outcomes — start with services and one real case.

Services Case studies

Engineer / architect

If you care about how it works — start with primitives, traces, and constraints.

Methodology Philosophy

Reader / analyst

If you want causal writing and reusable diagrams — start with the blog index and diagram gallery.

Blog Diagram gallery

Three recommended “reading paths”

Path A: evaluate business fit (30 minutes)

Goal: decide if this is relevant for your domain and risk posture.

  1. Services (how we engage)
  2. Case Studies (mechanisms in action)
  3. Start a Conversation (minimal inputs we need)

Path B: understand the core (45–60 minutes)

Goal: grasp the causal memory + governance stack behind “glass-box AI”.

  1. Methodology overview
  2. CausalGraphRAG (how traces work)
  3. Constraints & SHACL (enforcement)

Path C: learn by example (20–30 minutes)

Goal: see how we write models you can argue with and operationalize.

  1. How to Read Posts
  2. Blog index (pick one post)
  3. Diagram Gallery (browse models fast)

The default stance (non-negotiable)

When evidence is missing, a system should abstain rather than improvise.

That single design choice drives everything downstream: architecture, evaluation, governance, product UX, and compliance posture.

Licensing note

Reading is public. Reuse for commercial or research purposes requires a written license.

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