Delivery & Performance Review.
An honest read. A faster engine.
An independent, senior-led diagnostic of how your data team operates and delivers, focused mostly on AI enablement — where we're seeing the largest performance gains. A clear read on where you stand, plus a costed 90-day roadmap to capture them.
5
weeks
From kick-off to readout
5
sessions
One per week with your team
15+
components
Current to Recommended
3
deliverables
Guides the next 90 days
01
WHAT WE SHIP
Three deliverables, ready to execute.
Engineering & Delivery Playbook
How your team operates and delivers — engineering excellence, agile discipline, AI-augmented pod design, and the rituals that keep a high-performing data team high-performing.
ENGINEERING · DELIVERY · AI-AUGMENTED PODS
Engineering System Blueprint
A blueprint for the AI-enabled engineering system — pipelines, testing, CI/CD, observability, and the AI-augmented tooling that makes elite delivery scalable.
PIPELINES · CI/CD · OBSERVABILITY · AI-ENABLED
90-Day Roadmap
A prioritised, costed plan you can start executing immediately. Each initiative tied to the findings that justify it and the business outcomes it unlocks.
ROADMAP · INVESTMENT · BUSINESS CASE
02
HOW WE WORK
Product mindset. Outcomes first.
Ilma AI is built by senior data leaders who have designed, scaled, and salvaged data teams at high-growth companies. We read your engineering, delivery, and team — not a maturity scorecard. We tell you what we'd do, as if it were ours.
01
Outcomes
Engineering, delivery, and team — read together, not in silos.
02
Opinions
We recommend what to do, not just what we saw.
03
Senior-led
Every session run by people who've built this before.
03
THE ENGAGEMENT
one session / week
Five sessions. The whole engine.
01
Kick-off & Alignment
Business priorities, delivery pain points, engineering scope, success criteria.
Sets: goals, scope, access, stakeholders
02
AI-Enabled Engineering System
Pipelines, testing, CI/CD, observability, and AI-augmented tooling that powers elite engineering.
03
Ways of Working
Engineering excellence, agile delivery, team rhythm — the practices that turn capability into pace.
04
Team Topology
Topology, roles, AI-augmented pods, leadership — how the team is structured to deliver.
05
Findings & Readout
Present findings, prioritised recommendations, engineering system blueprint, 90-day roadmap.
Delivers: 3 deliverables, 90-day roadmap
Find out where your data delivery really stands.
Book a 30-minute scoping call. We'll tell you if it's the right fit — honestly.