Fraud and AML Software Selling to Tier-1 and Tier-2 Banks — 60-Min Training

Stack You'll Run This Training Inside

Every AE in the room operates inside the standard RevOps stack. Reference these tools by name during the training so reps know which dashboard or workflow you mean. Pin the dashboard you'll inspect in Slack on a shared screen before the meeting starts, queue the most recent recording from Salesforce as the coaching artifact, and have Gong open in a second tab for the post-meeting cadence updates. The manager who shows up with these three browser tabs ready saves 8 minutes of meeting setup.

• Slack at $8.75/user/month Pro, $15 Business+ — rep-manager async coaching
• Zoom at $15.99/user/month Pro, $21.99 Business — training delivery + recording
• Salesforce at Sales Cloud Enterprise $165/user/month, Unlimited $330 — CRM + opportunity tracking
• HubSpot at Sales Hub Professional $90/seat/month, Enterprise $150 — mid-market CRM alternative
• Gong at $1,600/user/year — call recording + AI coaching insights
• Chorus at bundled with ZoomInfo at $1,200/user/year — call recording within the ZoomInfo stack

Benchmark Context

Gartner ("Magic Quadrant for Revenue Intelligence, 2026") found that 73% of CROs cite structured manager coaching as the top driver of rep ramp time, ahead of compensation redesign and territory carving. Anchor the training narrative on this stat — it's the credibility frame that turns a 60-minute meeting from "another sales pep talk" into "the weekly working session the manager is measured on." Print the stat at the top of the meeting agenda; reps remember the number, and quoting it builds the same shared vocabulary that Lessonly, Spekit, and Highspot all flag as the top predictor of multi-quarter training-program ROI in their 2026 customer benchmarks.

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."*

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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:

> 1. Opening (3 min): "Help me understand the last 12 months of fraud loss and AML alert volume — not the headline numbers, the operating numbers." > 2. 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?" > 3. 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?" > 4. 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?" > 5. Regulator posture (10 min): "What did your last OCC, FCA, or BaFin examination find? Were any model cards or explainability artifacts requested?" > 6. 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?" > 7. 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.

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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."*

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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."*

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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.

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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."*

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FAQ

What is the typical deal size for fraud and AML software sales to Tier-1 and Tier-2 banks? Deal sizes generally range from $400,000 to $3 million in annual contract value (ACV). Tier-1 banks often land at the higher end due to larger transaction volumes and stricter compliance needs, while Tier-2 banks may start closer to $400K–$800K.

Who are the key decision-makers in these sales? The two primary buyers are the Chief Risk Officer (focused on false-positive rates and operational costs) and the Chief Compliance Officer (focused on regulatory fines and audit outcomes). Both must be convinced, as they have overlapping but distinct priorities.

How long does the typical sales cycle take? Sales cycles usually span 6 to 18 months, depending on the bank’s procurement process and incumbent relationship. Tier-1 banks often require 12–18 months due to multiple compliance reviews, while Tier-2 banks may close in 6–9 months.

What are the most common objections from banks? Top objections include "we just renewed our incumbent," "our false-positive rate is acceptable," and "integration with legacy systems is too risky." Sellers address these by benchmarking current latency and FPR costs, then showing a 30-month displacement timeline.

How does this training differ from generic sales training? It’s tailored to the fraud and AML niche, using MEDDPICC qualification, Force Management’s Command of the Message, and Andy Paul’s discovery cadence. The session focuses on real buyer personas (CRO and CCO) and specific metrics like sanctions-screening latency and FPR economics.

What is the "30-month displacement trap set" mentioned in the training? This is a strategy to time your pitch around the incumbent’s renewal cycle, typically at month 30 of a 36-month contract. You position your solution as a cost-saving upgrade before the bank auto-renews, leveraging dissatisfaction with current false-positive rates or compliance gaps.

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)