Embedded finance ops, scaled without the headcount.

01 — The problem

The team were firefighting, not building.

Onboarding, AML alerts, card disputes and merchant exceptions arrived in different shapes from every partner, tickets here, emails there, a shared inbox somewhere else. Analysts were context-switching all day, partners were chasing updates, and volume was growing faster than anyone could hire. Every week brought the same gnawing question: are we missing something a regulator will find first?

If your ops team spends more time hunting for the case than working it, this will feel uncomfortably familiar.

02 — What we did

Standard orchestrations, partner-specific where it matters.

• how_to_regKYC/KYB on rails. One onboarding orchestration, configured per partner, with EU regulatory checks built in.
• shieldAML alerts triaged automatically. Risk-scored, routed and resolved with full audit trail.
• support_agentException handling, not ticket ping-pong. Disputes and merchant escalations resolved inside a defined SLA.

03 — The payoff

More volume, same team, fewer escapes.

Swan absorbed multiples of transaction volume without growing back-office headcount, and pushed exception rates down to industry-leading levels.