AI-Augmented Delivery Enablement — AI transformation consulting for engineering teams

AI transformation consulting, bought by the engineering leader

The buyer is the founder, agency owner or engineering manager who commissions this — never the developers whose work is being reviewed. That distinction is the whole design of the offer. An outside consultant telling a team their process needs fixing, in front of the person who signs their reviews, produces compliance rather than change.

So it is sold and delivered as an investment in the team: developer productivity consulting that arrives with a workflow and a workshop, not with a verdict.

What I deliver

A process review

How specs get written, how code gets reviewed, how testing actually happens — as opposed to how the handbook says it happens. Two days, mostly reading artefacts rather than interrupting people.

An AI-augmented workflow, installed

Working in your tools, on your repository conventions, with the prompts and templates version-controlled alongside the code. Spec-driven development is the method: the specification becomes the artefact the model works from, which is also why this offer and the Technical Specification & PRD offer reinforce each other.

One workshop

Half a day with the team, pitched as upskilling because that is what it is. The team leaves having run the workflow themselves, not having watched a demo.

A written playbook the team keeps

What to use where, what not to use it for, how to review AI-written code, and the failure modes to expect. Yours permanently, with no licence attached to me.

How the two weeks run

Days 1 to 2 — process review

Days 3 to 6 — workflow design and installation

Days 7 to 8 — the workshop and hands-on run

Days 9 to 10 — the playbook, and a measured baseline

The baseline matters: without a before-number, nobody can tell six months later whether any of this worked.

The number behind the offer

Roughly 40% less spec-writing time, in my own measurements across 7+ products. It is a real measurement of one specific activity, not a claim about total delivery speed — a team that writes specs faster still has to build the thing.

Who this is not for

• A team being audited against its will — it does not work, and I will say so before selling it
• Anyone expecting the AI to replace review, testing or judgement
• A company looking for tool licences and procurement advice

What is not included

I do not build your automations, supply tool licences, or take on maintenance. Around 40% of rule-based automations break within twelve months, silently, at a time you do not choose — which is exactly why the playbook and the baseline matter more than the workflow itself.