7 Critical Warning Signs Your AI Project Is Heading for Failure

Missing model versioning, absent drift detection, unmeasured business impact, no rollback capability, ignored compliance requirements, missing reproducibility, and laptop-dependent training are the seven warning signs that predict AI project failure 3 to 6 months before collapse. These signals appear during experimentation when fixes cost €5,000 to €15,000, compared to €50,000-plus for post-deployment remediation. Key Takeaways […]