Case Studies
What fixing the operations problem actually looks like.
All client details are anonymized by policy. Outcome figures are real. The patterns are consistent across every engagement: the technology is rarely the constraint.
Three vendor evaluations. None solved the actual problem.
Four months of vendor evaluation produced three working demos and zero production deployments. The blocker was not vendor capability — it was three incompatible ERP configurations inherited from separate acquisitions that no one had mapped end-to-end.
A financial association discovered its AI tools had data-handling practices it could not defend to members.
A Singapore-registered industry body for financial professionals had adopted five AI productivity tools across its 85-person team without a governance review. A member complaint about data handling triggered a board mandate to audit and remediate within eight weeks.