AI DELIVERY ASSURANCE · QA · RELEASE ENGINEERING

Turn AI-assisted output into release confidence.

I help CTOs and founders establish clear requirements, evidence that a change meets them, risk-based verification where it matters, and a human accountable for the decision to ship.

Book a scoping call → See the evidence →

ENGAGEMENTS

Start with the bottleneck slowing safe delivery.

01 · DIAGNOSE

AI Delivery Assurance Diagnostic

A fixed-scope diagnosis for teams where AI-assisted delivery is creating uncertainty rather than leverage — before another tool, hire or automation project makes the system more expensive to change.

Scope
Trace a change from requirement to acceptance criteria, pull request, test evidence and release decision. Identify missing sources of truth, weak handoffs, decision bottlenecks and the guardrails AI needs.
You receive
Written findings, prioritised risks, and a practical 90-day workflow and release roadmap.
Commercial model
Fixed scope, fixed fee.
Discuss a diagnostic →

02 · BUILD

Human-Controlled Quality Workflow Build

Scoped implementation for teams that need AI to prepare, compare and surface evidence — without letting it make consequential delivery decisions.

  • Declared-context gathering across Jira, Confluence, Teams, Slack and email.
  • Acceptance-criteria drift and gap review, with requests for human clarification.
  • Risk-prioritised test cases, edge cases and TestRail workflow support.
  • Pull-request comparison against acceptance criteria and test evidence, with file-and-line feedback where available.
  • Release-readiness, coverage and blocker views for human decision-makers.
  • Automation-candidate suggestions from existing flows and scenarios.

For Web3 product teams, this can cover quality and release assurance for contract-connected journeys, integrations, CI quality gates and delivery traceability. It does not replace an independent smart-contract security audit.

Commercial model
Scoped project proposal after diagnosis.
Discuss a build →

03 · SUSTAIN

Fractional Quality & Delivery Leadership

Ongoing leadership for an organisation that needs quality strategy, a working delivery system and clear release accountability without adding a full-time executive title.

Focus
Definition of done, release readiness, quality operating model, team capability, hiring, useful metrics and cross-functional decision-making.
You receive
A standing quality function with clear priorities, evidence and accountable follow-through.
Commercial model
Monthly retainer with an agreed level of involvement.
Discuss fractional leadership →

COMMERCIAL MODEL

Work is priced around a useful outcome, not time spent looking busy.

DiagnoseFixed-scope audit with a decision-ready report and roadmap.

BuildScoped project proposal after the problem and constraints are clear.

SustainMonthly retainer for ongoing quality and delivery leadership.

Where permitted by the engagement contract, proposals and invoices are denominated in EUR or USD; stablecoin settlement may be available by written agreement.

WHAT SITS INSIDE THE WORK

Your delivery system has to verify what AI produces.

Quality architecture

Testability, meaningful coverage, environments, data and automation decisions made before the backlog turns into rework.

Delivery-pipeline quality

Quality gates, release engineering, handoffs and operating practices that make “done” observable rather than negotiable.

AI enablement

AI-assisted workflows that gather and compare evidence, flag risks and draft work faster, with people retaining authority over bugs, escalations, merges, TestRail changes and releases.

Teams & hiring

Clear role expectations, interview design, assessment exercises, onboarding and progression systems that survive the person who created them.

WHAT I DON’T DO

No theatre, no vanity metrics, no autonomous release authority.

  • I do not add an AI wrapper to an unclear delivery process and call it transformation.
  • I do not sell certificates as a substitute for engineering judgment.
  • I do not build agents that merge, publish or ship without a person deciding.

Book a scoping call →Contact options →