Younes Aatif
Founder & CEO, Flowsiti · 25 years in enterprise software · Former CEO, 650+ employees · Founder of two Salesforce implementation partners
Arguments, observations, and inconvenient truths about how organizations build, deploy, and govern enterprise systems.
Projects do not fail because governance was wrong. Projects fail because the solution was never known. The governance industry exists largely to manage the recovery cycle from this failure. Better governance is a painkiller. Formal validation is the cure.
Read articleAgentrification — the rush to deploy autonomous agents on unvalidated logic — is creating a new class of invisible, untraceable debt. When it matures, the remediation cost will make the last decade of cloud migrations look like a rounding error.
AI agents do not fail when given flawed logic. They improvise. They confidently fill in missing steps, invent exception paths, and produce plausible-sounding workflows that are structurally unsound. The output looks like gospel. It was generated from garbage.
Three waves of enterprise AI — thin wrappers, prompt engineering, uncaged agents — have failed for the same reason. The fourth wave is not an evolution of the first three. It is a rejection of the premise underlying all of them.
The enterprise AI problem is not a lack of intelligence. It is a lack of discipline. Language models are brilliant at language and architecturally unsuited for logic proofs. These are not the same problem and they do not have the same solution.
We test code. We inspect buildings before occupancy. We certify aircraft through thousands of hours of testing. We have never validated business logic before deploying enterprise systems. The 70% failure rate is the consequence — and it has not moved in twenty years.
Every organization operates simultaneously in three realities: the documented process, the perceived process, and the actual process. Discovering the gap between them is necessary. It is not sufficient. Diagnosis without proof is still a guess.
What is dying is not SaaS. What is dying is the fiction that CRM, ERP, and HCM are fundamentally different things requiring fundamentally different platforms. That fiction was never about how organizations operate. It was about how software was sold.
The backlog is not a queue of work waiting for execution capacity. It is a graveyard of abandoned ambitions. AI does not complete that list. It gives organizations permission to burn it and write a new one. What replaces it is the work that only humans can do.