HALF-DAY WORKSHOP · FOR ENGINEERING LEADERS
Your AI tools made coding faster. Delivery didn’t move.
A half-day working session with your leadership team. We map where the speed leaks in your delivery system, find the constraint, and you leave with the redesign plan. Built on 15 years of measured turnarounds inside engineering and IT teams at large regulated enterprises.
Book a Discovery Call → 30 minutes · No pitch · We scope it to your team Not ready to talk? Take the Free Scorecard →
The Evidence
The bottleneck moved. The data shows where.
The tools work. Code arrives faster than your system was designed to absorb. The queue forms downstream, where nobody is looking.
OpenAI, official
+70%
More pull requests merged weekly by OpenAI’s own engineers. Review could not absorb the volume, so Codex now reviews almost every PR. Even the toolmaker rebuilt its review step.
Faros AI, 22,000 devs
+91%
Rise in median code review time in one year. Pull requests grew 51% larger. Code comes in faster than anyone can check it.
Faros AI, 2026
31%
More PRs now merge with no review at all. The queue stopped growing. It is being skipped.
Google DORA 2025
Both ↑
AI adoption lifts throughput and delivery instability at the same time. DORA’s conclusion: a systems problem, not a tools problem.
Five steps, your data on the wall
1
Your flow on the wall. How work actually moves from request to production, including the handoffs and waits your tools don’t track. Drawn live with your delivery data. Not the org chart, not the Jira board.
2
Where the speed went. Your developers produce more than they did two years ago. We find what that output became inside the system: review queues, rework, waiting. Sized in days.
3
The constraint, today. Speed applied upstream deepens the queue downstream. We locate where your constraint sits now, not where it sat before the tools arrived.
4
Countermeasures, designed by your team. One move per leak, an owner per move. No new tools, no reorg. Their solutions, which is why they hold.
5
Two numbers, from Monday. The redesign plan, and the two measures that tell you within weeks whether delivery actually sped up.
Already running DORA or flow metrics? Bring them. They measure the steps you track. The wall shows the ones you don’t, and that’s where the time goes.
Your leadership team sees the same picture at the same time. Half the value of the room is that nobody has to argue about the diagnosis afterwards.
Deliverables
What you leave with
The constraint map
Your delivery system on one page: where work waits, where it bounces back, and where the post-AI constraint actually sits. Drawn live, with your data.
The redesign plan
The prioritized moves your team designed, each with an owner and a first step. Not my playbook. Their solutions, which is why they hold.
The measurement baseline
The two numbers to track from Monday morning, and how to read them. You will know within weeks whether the redesign works, without waiting for a quarterly review.
Who this is for
Book the call if
You lead engineering: CTO, VP Engineering, Head of Delivery or Platform
Your teams adopted AI coding tools 6+ months ago and delivery has not visibly sped up
Review queues, rework, or production instability grew since the tools arrived
You can put your delivery leadership in one room for half a day
Skip it if
You want an AI tool evaluation or a vendor comparison. The tools are fine.
You are looking for training on prompting or coding assistants
Nobody who owns delivery outcomes can attend
You expect a dashboard. What you leave with is a decision your team made, not a chart.
Track Record
The method behind the half-day
The workshop compresses the Lean management diagnostic I have run inside engineering organizations for 15 years. Every number below was measured on the ground, with the team.
Banking Software
91% ↓
Defect reduction in 60 days. Right-first-time fixes went from 9% to 100%. BNP Paribas Fortis.
DevOps
64→29
Deployment lead time in days, halved. No new tools, no reorg. Sodexo.
Project Delivery
24→55%
On-time delivery across 18 BI projects on 4 continents. Client satisfaction rose from 5.5 to 9.4/10.
IT Operations
0
Production deployment incidents on an international DBA team. Employee NPS up 65 points. Michelin.
15 years of delivery turnarounds across Europe and Africa. Read what clients say →
I run my own company on agentic AI daily. Live demo on request →
Format and price
Half day (4 hours) · On site or remote · Your engineering leadership team
Preparation: one 30-minute call and your delivery data. Nothing else.
Delivered in French or English. Deliverables in the language of your team.
Flat price
No hourly billing, no follow-on obligation.
You already paid for the speed.
The tools delivered. The system around them did not adapt. One half-day with your leadership team finds where the speed leaks and leaves you with the plan to capture it.
30 minutes · Free · We check the fit before anything else