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About Wolf

Built by Operators.
Trusted by Institutions.
Construido por Operadores.
De Confianza Institucional.

Wolf was founded with a clear conviction: the payments industry deserves advisory partners who have lived its complexities from the inside — not observed them from a distance.

Wolf fue fundada con una convicción clara: la industria de pagos merece socios consultores que hayan vivido sus complejidades desde adentro — no que las observen desde lejos.

Service 04

AI in your card operations, without the compliance risk.

Most "AI transformation" decks land on two rails: hallucinated promise or vague road-mapping. Neither survives a Mastercard audit. We embed AI in the four card-operations workflows where the gains are measurable and the audit trail is clean: compliance review, chargeback triage, reconciliation, and Tier-1 support.

Who this is for

COOs and Heads of Operations at LATAM card issuers whose teams are at 80%+ capacity on routine work and cannot hire their way out. Compliance and chargeback leaders whose backlogs grow faster than their analyst headcount. Program managers whose customers are demanding faster resolution while regulators demand better documentation. This is for operators who want capacity gains that still survive a regulatory exam — not innovation theatre.

What we deliver

  • AI readiness assessment — 6-week engagement ranking 8–12 candidate workflows by leverage, data quality, and regulatory risk.
  • Workflow redesign — process map with AI touch-points, human-in-the-loop checkpoints, audit log structure, escalation path.
  • Prompt libraries and evaluation harnesses — domain-specific prompts plus automated eval frameworks.
  • Compliance and audit framework — documentation templates that satisfy scheme audits, internal controls, regulator inquiries.
  • Supervised rollout — we sit with your operations team through the first 4–6 production weeks.
  • Capability hand-off — named internal owners, runbooks, quarterly review rhythms.

How we do it

01 · Readiness Assessment (6 weeks)

Shadow operations, catalogue workflows, score by leverage and regulatory risk.

02 · Workflow design

Detailed redesign with human-in-the-loop touch-points, audit log, rollback path.

03 · Compliance review

Framework reviewed with your compliance lead. No production run without sign-off.

04 · Prototype

Sandbox on historical data. Eval harness measures accuracy, completeness, escalation rates.

05 · Supervised production

4–6 weeks of live production with our team alongside yours. Daily calibration.

06 · Steady-state & hand-off

Ownership transfers to named leads. Quarterly check-in for 12 months.

Proof
40–60%

Typical cycle-time reduction on chargeback triage workflows. First-response quality scores rise because the model drafts a stronger evidence package than a rushed analyst.

Read a deployment case study →

Frequently asked

Generic AI transformation?

No. Every deployment is a regulated-operations workflow in a card program.

Who builds the systems?

Mostly your team. We supply playbooks, prompt libraries, evals. Goal is transferred capability.

Compliance risk?

Human-in-the-loop on customer-impacting actions, auditable logs, documented escalation.

Efficiency gains?

Chargeback triage 40–60%. Compliance review 30–50% faster. Varies.

Engagement shape?

6-week assessment + phased deployment of 2–3 workflows over 4–9 months.

Want to see where AI actually fits in your operations?

30-minute scoping call. No obligation.

Request an Assessment →