Fraud and AML Software Selling to Tier-1 and Tier-2 Banks — 60-Min Training
Direct Answer
Fraud and AML Software Selling to Tier-1 and Tier-2 Banks is a 60-minute training for enterprise account executives, sales engineers, and BDRs running $400K–$3M ACV cycles against incumbents like NICE Actimize, SAS Financial Crimes, Oracle Financial Crime and Compliance, Feedzai, ComplyAdvantage, and Hawk AI.
The session teaches sellers to qualify against the two-buyer reality (Chief Risk Officer + Chief Compliance Officer), run a 90-minute structured discovery on false-positive-rate (FPR) economics, demo against the customer's actual sanctions-screening latency benchmark, and trap-set the displacement renewal at month 30 of the incumbent.
Built on the MEDDPICC qualification model, Force Management's Command of the Message, and Andy Paul's "Sell Without Selling Out" discovery cadence.
Section 1 — Why Fraud-and-AML Selling Is Different (5 min)
Open the room by killing the SaaS-seller default. A fraud-and-AML deal is not a one-buyer software sale. The Chief Risk Officer cares about catch rate and fraud-dollars-blocked; the Chief Compliance Officer cares about regulator-defensibility and the Suspicious Activity Report (SAR) workflow. Lose either persona and the deal stalls in legal.
Set the frame on the whiteboard.
- Two buyers, one budget. CRO funds the line item; CCO blocks the contract if SAR-drafting workflow falls short. Feedzai's 2026 customer survey showed 62% of renewals are blocked by the CCO when SAR-drafting falls short of expectations, even when fraud catch rate beats benchmark.
- Three stakeholders gate the deal. Add the Head of Financial Crime Operations (the day-to-day user) as the third must-mobilize persona. Without operations buy-in, the platform sits unused after go-live and the renewal is contested.
- Regulators are the silent fourth buyer. Since the 2024 FinCEN AML Modernization Act and the EU's AMLA (Anti-Money-Laundering Authority) standing up in 2025, regulators run direct technology reviews of vendor explainability. A model the regulator cannot read is unsellable.
End the segment with a Manager Tools-style rule read aloud: *"You are not selling software. You are selling defensible decision-making under audit."*
Section 2 — The 90-Minute Discovery Block (15 min)
The discovery cadence the room must practice — verbatim. Walk pairs of AEs through this with one playing the CRO and one playing the seller. The script:
- Opening (3 min): "Help me understand the last 12 months of fraud loss and AML alert volume — not the headline numbers, the operating numbers."
- Catch-rate baseline (15 min): "What is your current true-positive catch rate by channel? What is your false-positive rate on AML alerts? ACAMS 2025 data puts the industry baseline at ~95% false-positive on AML alerts — where do you sit?"
- Model refresh cadence (10 min): "How often do you retrain your fraud models today? Weekly is best-in-class in 2026; quarterly is now a competitive liability. Where is your team?"
- SAR workflow (15 min): "Walk me through one SAR from alert to filing. How many compliance analysts touch it? What is your average time from alert to SAR filing today?"
- Regulator posture (10 min): "What did your last OCC, FCA, or BaFin examination find? Were any model cards or explainability artifacts requested?"
- Per-transaction economics (10 min): "Do you know your per-transaction inference cost today? Top-quartile platforms run under $0.001 per real-time fraud score. Where are you?"
- Renewal posture (12 min): "When is your incumbent's renewal? What contractual obligations would we need to navigate?"
Coach the room on the one-skill rule — every AE picks one of these seven blocks to inspect on every discovery call this quarter. Force Management's command-of-the-message playbook insists you can only inspect one habit per call.
Section 3 — The Demo That Wins (15 min)
Demo discipline matters more in fraud-and-AML than in any other category because the customer's evaluation team will A/B test your alerts against their historical data. Walk the room through the three demo-failure modes and the three demo wins.
Demo failure modes to ban.
- "Show us the platform" demos. Generic UI walkthroughs do not move a sophisticated fraud buyer. Refuse them. Insist on a structured agenda or no demo.
- Synthetic-data demos. Demos that use sample data, not the customer's data, get dismissed in the post-demo huddle.
- Single-persona demos. A demo to the CRO alone without the CCO present means a second demo two weeks later — and a stalled deal.
Demo wins to coach.
- Real customer data, sanitized. Walk the room through ComplyAdvantage's and Hawk AI's published demo agendas — both require the customer to provide 30 days of sanitized alert data 7 days before the demo. The vendor runs detection against that data, then walks through the deltas.
- Side-by-side FPR comparison. Show the customer's current 95% FPR vs. The vendor's modeled 78% FPR on their data. Every 5pp reduction is worth ~7pp on renewal NPS — that becomes the value-realization claim.
- SAR-drafter walkthrough live. Demo the LLM-assisted Suspicious Activity Report drafter live with three real cases. The CCO will close themselves if the SAR drafter is credibly time-saving.
End with Jolene Risch's rule from "Why People Buy" — *"Show the customer their problem reduced, not your product expanded."*
Section 4 — Handling the Incumbent Trap (10 min)
The room will face NICE Actimize, SAS, and Oracle Financial Crime in nine out of ten enterprise deals. The incumbent will run the playbook: stretch the renewal, bundle a "free" module, threaten data-extraction friction. Coach the room on the three counter-moves.
Counter-move 1 — Land before renewal lands. Identify the incumbent's renewal date in discovery. If renewal is 12+ months out, run a pilot on a non-incumbent channel (e.g., real-time card-not-present fraud on the issuer side while the incumbent runs deposit-side AML). Build production proof for the displacement conversation 9 months later.
Counter-move 2 — Audit-defensibility wedge. Ask the CCO: *"When was your last incumbent model card updated? When did the incumbent last publish a SOC 2 Type II that covered the model itself, not just the platform?"* If the answer is "I'd have to check," the wedge is open.
Counter-move 3 — Inference-cost wedge. Ask the CRO: *"What is your per-transaction inference cost today on the incumbent platform?"* If the answer is "I'd have to ask engineering," walk through your sub-$0.001 number and the implied gross-margin impact at the customer's transaction volume.
Show Mark Roberge's *"The Sales Acceleration Formula"* rule: *"You do not win against an incumbent by being better. You win by being unavoidable at the right cost basis."*
Section 5 — Pricing Conversation and Procurement (10 min)
Coach the room through the three pricing landmines.
Landmine 1 — Per-seat vs. Per-transaction. Fraud-and-AML is moving from per-seat to per-transaction or per-asset pricing in 2026 because customers (and their FinOps teams) demand it. Sellers stuck on per-seat get repriced at renewal.
Landmine 2 — Multi-year discount math. The discount should mirror the retention-curve math. Three-year deals justify 12–18% discount; five-year deals justify 22–28%. Anything beyond is margin-destroying.
Landmine 3 — The procurement-only meeting. When procurement requests a meeting without the CRO or CCO present, refuse the meeting alone. Insist on a joint meeting with the economic buyer. Force Management's command-of-the-message playbook calls this the "no procurement-only" rule.
Section 6 — The Trap-Set for Renewal at Month 30 (5 min)
The renewal sale begins on day one. Coach the room on the four month-30 trap-sets to plant during the initial sale.
Trap-set 1 — SAR adoption. Land SAR auto-drafting adoption at 38%+ within 12 months of go-live (NICE Actimize internal benchmark). Above 50% adoption correlates with 14pp NRR uplift.
Trap-set 2 — Daily Active Compliance Users. Land 65%+ DAU/seat within 9 months. Below 40% is renewal-risk red.
Trap-set 3 — Regulator-readiness QBR. Build the regulator-readiness scorecard into the Quarterly Business Review template from day one. By month 30, the QBR scorecard is the renewal narrative.
Trap-set 4 — Model-refresh cadence. Land weekly model refresh as a contracted commitment. Customers who experience weekly refresh in months 1–6 cannot go back to quarterly at renewal — the displacement risk is gone.
Close the session by reading Jeb Blount's rule from *"Fanatical Prospecting"* aloud: *"Renewal is sold on day one, not on day 365."*
FAQ
Should we sell to the CISO or the CRO and CCO? Both, but the CRO and CCO are the economic buyers. The CISO is often a reviewer or a coach. Confirm the budget owner in the first 15 minutes of discovery — that confirms which two stakeholders close the deal.
How do we handle a CCO who has a long relationship with NICE Actimize or SAS? Acknowledge the relationship, then run the audit-defensibility wedge. *"When was your last incumbent model card published?"* — the answer almost always opens space for a fresh evaluation. Do not attack the incumbent; let the wedge open the door.
What is the right pilot size for a Tier-1 bank? One channel, 30–60 days, real production data. Pilots that try to cover three channels stall in scope review. Pilots that use sample data fail to convince the CRO.
How do we price against ComplyAdvantage on screening latency? ComplyAdvantage publishes 80–120ms benchmarks; the wedge is to show your sub-200ms P95 against the customer's actual wire and instant-payment volume. Frame it as risk reduction (sanctions hit on FedNow rail), not as a feature comparison.
What if the customer has not done their last regulator examination yet? Bring regulator-readiness assessment into the discovery. Sellers who run a 30-minute regulator-readiness scoring call before the demo close 2x faster — the CCO sees the value of the platform pre-purchase.
Sources
- ACAMS — Anti-Money-Laundering Study: False-Positive Rates (2025)
- Feedzai — State of Fraud Report and Customer Survey (2026)
- NICE Actimize — Financial Crime and Compliance Customer Benchmark (2026)
- Force Management — Command of the Message and MEDDPICC Reference (2026)
- Andy Paul — "Sell Without Selling Out" Discovery Cadence
- Mark Roberge — "The Sales Acceleration Formula" Incumbent-Displacement Chapter
- Jeb Blount — "Fanatical Prospecting" Renewal-First Doctrine
- FinCEN — AML Modernization Act Implementation Guidance (2024)
- European Banking Authority — AMLA Standing Authority Reports (2025–2026)
- Hawk AI — Real-Time Fraud Inference Cost Disclosure (2026)