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38 major features shipped in Q4. Customers absorbed 9. NPS dropped 11 points. 29 features generating zero customer value.
Slide 01
The integration. The reporting module. The workflow automation blocking their renewal. All of it. In one quarter. Your board applauded. And your biggest customer said: "We cannot keep up. My team does not know what the product does anymore."
Slide 02
With agentic tooling and proper guardrails, a modern team ships a production-quality feature every day. Two engineers outproducing ten. The engineering bottleneck is gone. Goldratt told you fifty years ago: when you eliminate one constraint, another one emerges.
When you eliminate one constraint, another one emerges. You do not get a system without bottlenecks. You get a system with a different bottleneck.
Goldratt, The Goal
Slide 03
Engineering output increased. Customer absorption did not. The gap widened until it showed up as NPS drops, support spikes, safety incidents, compliance gaps, or churn.
38 major features shipped in Q4. Customers absorbed 9. NPS dropped 11 points. 29 features generating zero customer value.
7 clinical workflow updates in one quarter. Nurses reverted to paper. Patient safety incidents rose from half-learned features during shift handoffs.
New analytics dashboards every two weeks. By month 4, supervisors ignored all of them. Technically live, functionally dead.
Financial services: 12 compliance features shipped. 4 incorporated. 8 were live in production but missing from compliance documentation and audit trails. Attack surface nobody knew existed.
Real exposure
Slide 04
Your engineering organization's fully loaded annual cost.
40 features shipped per quarter. Customers absorb 10. Seventy-five percent generates zero customer value.
Engineering output that shipped to production and died there. Real cost. No line item.
Customers cannot buy the upsell if they have not adopted the features that justify it. The deal stalls at "we are still figuring out the last three things you shipped."
"How do I" tickets climb 20-40% when you ship faster than customers can learn. Hundreds of thousands per year in self-inflicted support cost.
"It just kept changing and we could not keep up." Every unabsorbed feature is unaudited attack surface your customer does not know they have.
Slide 05
Six months of aggressive shipping and your customer is using your product like it is 2024. Not because they are behind. Because you raced ahead without checking whether they were following.
Sales cannot pitch features they do not understand. Support cannot troubleshoot capabilities they have never used. CS learned about features from a changelog. Longer calls, vague demos, conversations dancing around features nobody fully grasps.
Slide 06
Time to first meaningful use. Adoption depth at day 7, 30, 90. "How do I" ticket ratio. Feature waste rate at day 90. Put these in your weekly product review with the same weight as cycle time.
Engineering ships daily behind flags. Releasing is a product decision gated to what each customer segment can absorb. Same eng velocity. Multiple absorption strategies.
Build a customer readiness score from adoption telemetry, support ticket patterns, and time since last release absorbed. Customers still digesting the last release get the next one when they are ready.
Make the 6 you do ship perfect. Real test coverage. 200ms performance. Documentation that exists. Migrations that do not punish your customers. The MVP of 2019 can be built by an agent in an hour. You now have the capacity to ship something complete.
The organization that ships 6 features per quarter, each polished, tested, and ready to absorb on contact, will outperform the one shipping 40 features of half-finished slop every time.
Slide 07
Not deploy. Not release. Not announce. Absorb. Fold into their workflow. Use to do their job. Derive value from. If the answer is less than half, you do not have a velocity advantage. You have a warehousing operation.
The engineering bottleneck is solved. Now go solve the one that matters.
Norman, Agent Driven Development