AI consultancy advisory · delivery · operations

Everyone has AI. Almost nobody is compounding it.

Two years in, most organisations are using AI to do the old work faster. The ones pulling ahead run systems that remember, decisions that trace, and operations that hold when a regulator asks. We get organisations onto the right side of that gap.

Sonar · observing, continuously

Echolocation is how we work: observe first, then orient, decide, act. We sell tighter loops, not answers. Click the field to ping it.

  • OpenAI
  • Anthropic
  • Google Gemini
  • Meta
  • Mistral AI
  • xAI
  • DeepSeek
  • Cohere
  • Qwen
  • Ollama
  • Hugging Face
  • NVIDIA

the model layer we work across · routing, evaluation and fallback Marks are the property of their owners, shown to describe our own stack. No endorsement, sponsorship or partnership implied.

How we help

Start where it hurts. Each line of work strengthens the others.

You have pilots. You need systems.

advisory · architecture · governance design

We turn scattered experiments into a target architecture, a sequenced plan, and a governance model that survives audit. Including the hardest call: what not to build.

Advisory

Your people prompt. They need to operate.

training · enablement · capability transfer

Everyone is an agent operator now, trained or not. We build the judgement that makes that safe: what to delegate, what to verify, what to refuse. Taught on your systems, on real work.

Training and enablement

It demos well. Who owns it in production?

managed services · outsourced operations

Models drift, data changes, builders move on. We run what has been built to defined service levels, or take the whole function and hand you the outcome.

Managed services

The model is rented. The harness is yours.

ORCA · our governed platform

Durable advantage lives in the layer around the model: memory, provenance, the personal-data boundary, audit. ORCA is that layer, and we run our own business on it.

What ORCA does

What we think

Positions we publish and defend. Read them before you hire anyone, including us.

loops

The side that loops fastest wins

Boyd was right about air combat and he is right about organisations: tempo beats capability. The firm that orients on evidence in seconds beats the one that searches its inbox for an hour.

Read the essay
harness

If you are not the model, you are the harness

The frontier labs ship models. Everyone else ships the scaffolding that decides what an agent remembers, what it may touch, and what it must never do. That layer is where your advantage lives.

Read the essay
code

Governance is code, not policy

A policy document is a wish. A gate that physically cannot be bypassed is governance. If your controls live in a handbook, you do not have controls.

Read the essay
vibes

Vibes don't ship. Systems do.

A vibe-driven engagement looks confident and produces deliverables that sound right. Six months later nobody can explain how the recommendation was reached. Vibes do not survive scrutiny.

Read the essay
regulation

Regulation is the head start

The EU AI Act is not a compliance cost. Governance built into the architecture is the cheapest durable advantage available in 2026: earlier, cheaper, and harder to copy than any feature you could ship.

Read the essay
compound

Week one is the worst it will ever be

Most software depreciates. A governed knowledge system compounds: every solved problem, every correction, every decision makes it more valuable than the day before.

Read the essay

The work does not end at handover.

Most AI engagements stop at a working prototype and a slide pack. The difficult part starts afterwards: the model drifts, the data changes, an auditor asks who approved a decision, and the people who built it have moved on.

We stay for the part that comes after. Somebody remains accountable for the system in production: your team, because we trained them, or ours, because you asked us to run it.

You own the code, the models, the evaluation sets, the runbooks and the documentation. Throughout, and afterwards. Exit is designed in week one, not negotiated at the end.

Due diligence is pre-answered. Residency, subprocessors, data handling and continuity are published, not gated behind a call.

Data handling

Tell us what you are accountable for.

The useful first conversation is usually about the thing that worries you, not about our capabilities. If it turns out we are the wrong firm for it, we will say so.

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