AI Consulting
Twenty-five years in software, an AI patent, senior roles at Microsoft and Accenture. We skip the strategy deck. We start from a plan you approve, then build: agentic systems, multi-agent pipelines, custom AI products, from architecture to production handover.
Why this is different
Typical consulting
What we do
100-slide strategy deck
Written plan you approve, then build
Generic tool recommendations
Working software, handed over
Account manager presents, juniors build
AI Architect briefs and builds
You're responsible for implementation
No lock-in, full handover and training
What we take on
We design and build multi-agent systems from the ground up: agent architecture, tool design, orchestration layer, memory and state, failure handling, and cost governance. Built to run in production, not just demo.
You get
A working agentic system your team owns. Full handover with documentation, training, and a clear path for you to extend it.
Typical trigger
You have a process that needs AI to run it. Not a recommendation, an actual built thing.
An independent read of your AI system: model choices, orchestration, retrieval design, evaluation coverage, failure handling, cost structure, and where it will break under load.
You get
A written assessment with prioritised findings, severity-rated, plus a remediation sequence. Delivered to your engineering team, not your board.
Typical trigger
Something is wrong and the team is too close to it to see why.
Where most production AI quality and cost problems actually live. We rework prompt architecture, context construction, retrieval relevance, token economics, and evaluation coverage. Hands-on, not advisory.
You get
Reworked prompts and context strategy, a cost and quality breakdown, and an evaluation harness so future changes are measurable rather than instinct.
Typical trigger
Quality is inconsistent, or spend is climbing without a matching increase in usage.
A senior AI architect on call for your team. Agent design reviews, build-versus-buy decisions, model selection, orchestration choices, escalation on hard problems, and sanity checks before expensive commitments.
You get
Scheduled sessions plus async availability, scoped monthly.
Typical trigger
A capable team with no one who has shipped agentic AI at scale before.
An AI leader on your team without the full-time cost. Owns the technical roadmap, runs evaluations and reviews, sets the standards your team works to, and stays accountable for the results.
You get
Part-time engineering leadership with a defined scope, reviewed monthly.
Typical trigger
Your team is technical but there's nobody accountable for how the AI work fits together.
For teams building AI products rather than internal tools. Capability positioning, defensibility, cost modelling at scale, and the roadmap that connects them, informed by eight shipped products of our own.
You get
A strategy document with a technical roadmap attached. AI product strategy that ignores unit economics isn't strategy.
Typical trigger
You're building something to sell, and the margins depend on architectural decisions you're making right now.
Not sure which fits? We'll tell you honestly, including if you don't need us.
Why us
Eight AI products of our own: context compression, cost governance, competitive intelligence, outreach automation, social presence, engagement tooling, skills training. Every one started as a problem we hit in our own work.
That's the relevant credential. Building well requires having owned a system after launch, through the cost surprises, the silent quality drift, and the failure modes that only appear at volume. We have.
25 years
in software, deep in AI
AI Patent
granted
Microsoft + Accenture
production deployments
8
products shipped
Certified
Common questions
Do I need exact specs before getting in touch?
No. Bring a problem. We'll scope it into a plan you approve before anything is built.
How is this different from a typical AI agency?
Practitioner-led, not account-manager-led. The person you brief is the person who builds. No handoffs, no juniors on delivery.
What if AI isn't the right fix for what I have?
We'll say so. Turning down work that isn't the right fit is how we keep the work we do take worth doing.
Let's talk
Bring a brief or a problem. No pitch deck required, no preparation needed.
Prefer email? [email protected]. We respond within 24 hours.