Accelerate AI-Native Data Delivery. Transformed with you. Run by you.
Senior-led transformation of your data function into AI-augmented pods on an AI-enabled engineering system — agents as part of the team. Rooted in elite engineering and agile practice, we build it, run it, and hand back a team that delivers real outcomes every sprint, without scaling headcount.
12+
weeks
From assessment to running
2
deliverables
AI-augmented pods · AI-enabled system
4
components
Built into your function
0
dependencies
Your team owns and runs it
01
WHAT WE BUILD
AI-Augmented Pods
Pod design applied across your data function — engineering excellence, agile discipline and the delivery rituals that keep a data team high-performing.
OPERATING MODEL · POD DESIGN · ENGINEERING EXCELLENCE
AI-Enabled Engineering System
Context engineering, agentic workflows harnessed into reusable patterns, and the evals, observability and governance to run agents reliably in production — on solid data ops foundations.
CONTEXT · HARNESSING · EVALS · GOVERNANCE
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 don't ship work and leave — we build alongside your people, embed the practice, and hand back pods that run without us.
01
Outcomes
Every sprint ships working software your team owns — and a business outcome, not a status update.
02
Built-with
Built alongside your engineers, not over them. Knowledge transfers as the work happens.
03
Hand-back
We finish when your pods run without us.
03
THE ENGAGEMENT
from 12 weeks
Four components. Layer by layer.
01
Pod Topology
Pods of 2–3 engineers plus agents, designed around your work and people — roles, ownership, and where agents sit alongside engineers.
02
Engineering System
Wire the AI-enabled harness — context engineering, harnessed agentic workflows, evals, CI/CD and governance — so agents ship reliably in production.
03
Ways of Working
Install agile and AI-augmented practice — pairing, review, incident response. Outcome-accountable people, not bound by role.
04
AI Acceleration
Accelerate from adoption, through reliable agentic workflows, to AI-native delivery — agents do the build, your engineers orchestrate.
Turn your roadmap into a running delivery engine.
Book a 30-minute call. We'll tell you how we'd build and run it — honestly.