Intelligent Enterprise Engineering Doha · Riyadh · Amman
Build

Agents your auditors can’t argue with.

Custom agents, copilots, and decision intelligence — production-grade and envelope-governed, so the systems that act on your behalf stay inside the lines you set.

What it isWe build the AI systems that act — and make every action scoped, logged, and reversible, so you can put them in production and defend them.
Book a working session
01

The problem.

Liability
Ungoverned agents
An agent with a login and no envelope is a liability. Production needs scopes, owners, and a kill-switch — before it acts.
Black box
Decisions you can’t reconstruct
If you can’t replay why the system decided, you can’t defend it. Consequential calls need a ledger, not a vibe.
Pilot purgatory
Demos that never ship
Impressive prototypes stall at the governance gate. Production-grade means governed by construction, not patched after.
02

How it works.

Governed agents, by construction.

Every production agent holds a registry identity — named owner, risk tier, autonomy level, scopes, guardrails — and the fleet answers to one kill-switch.

  • Named owner, risk tier (RT0–RT4), autonomy level (A0–A4)
  • Scopes and guardrails enforced before the action
  • One kill-switch over the whole governed fleet

Copilots that show their work.

Assistants grounded in your governed signal layer, with sources a reviewer can open — useful enough to adopt, transparent enough to trust.

  • Grounded in your governed signal, not the open web
  • Citations a reviewer can open and check
  • Scoped to roles, logged for review

Decisions you can replay.

Credit calls, clinical assessments, grid dispatches — reconstructable from a hash-chained ledger, not a black box.

  • Every consequential decision reconstructable from a ledger
  • Evidence hash-chained and signed at write
  • Offline-verifiable, including air-gapped attestation
03

What you get.

Governed agent fleet
Registry identities, scopes, guardrails, kill-switch.
Copilots
Grounded, cited, role-scoped assistants.
Decision intelligence
Reconstructable, ledger-backed decision systems.
Security pack
The evidence ledger and the artifacts your CISO signs off on.
Intelligence with an envelope
“An ungoverned agent is a liability with a login. We ship systems whose every action is scoped, logged, and reversible — intelligence you can put into production and defend.”
RT0–RT4
enforced
04

Objections, handled.

Its risk tier and autonomy level bind what it may do, enforced at runtime before the action — not flagged after the incident. The whole fleet answers to one kill-switch.
Yes — sovereign, private, or fully air-gapped. Your data and keys; the governed spine on the topology you choose.
Every consequential decision is reconstructable from a hash-chained, signed evidence ledger — independently verifiable offline.
A governed agent registry, the systems themselves, an evidence ledger, and a security pack for risk review — plus a 90-day plan. Send an inquiry for a scoped build.
Plan it

Scope your engagement in 30 seconds.

Tell us the system you want governed and we’ll suggest the track, the cadence, and the first build phase.

Your scale
Where it runs
What matters most
Recommended track
Standard
90-day governed value cycles
We’d run Custom AI Systems on the Standard track, deployed to managed / sovereign cloud, optimised for audit-ready governance from day one.

Put intelligence into production you can defend.

Tell us the decision or workflow you want governed. We’ll come back with a scoped build and a security-pack outline.

  • Scoped proposal — what we’d do, in what sequence, against which gates.
  • Working session — 60 minutes with a senior architect on one real decision.
  • Procurement & security pack for legal and risk review. Request the pack →
Inquiry · Custom AI Systems
Step 1 of 2

Let’s scope it.

Thanks — a senior architect will come back within one business day. Want it in motion now?

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