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Operations 16 June 2026 6 min read

The five most common AML platform implementation pitfalls

What goes wrong in week 2 of a typical rollout, and how to avoid it.

By Sophie Maddox

Most providers will tell you implementation takes 1–4 weeks. That's true if nothing goes wrong. Five things routinely go wrong; here's how to pre-empt each.

The five pitfalls

  • Scope drift — agreeing 'simple integration' that turns into a mapping exercise. Fix: write down the data flow before signing.
  • Wrong AMLCO — naming someone too junior to escalate. Fix: name a partner; they can delegate operational tasks but not authority.
  • Training the wrong people — covering admin staff and skipping fee-earners. Fix: scope by role, not headcount.
  • Skipped risk assessment — using the vendor template without tailoring. Fix: spend half a day on it; the audit cost of skipping is asymmetric.
  • No first SMR drill — discovering the workflow when the real one happens. Fix: run a tabletop SMR in week 4.
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