Visa APM - Product Judgment Lab

Earn the next product decision before you build.

Start with a case, then move into the prompting toolkit. The two areas open as separate pages so the case context stays clear and the prompt flow stays focused.

01 - Case studies

Choose the problem that will stretch your judgment.

These are fictional cases. Read one case in full, name the solution you are tempted to jump to, then move to the toolkit to research, frame, develop, and test a better next move.

Case ruleUse sources to widen the problem, not choose the solution. A signal creates urgency, not proof.

Case 01 - Embedded B2B payments inside the workflow

Pay Where Work Happens

A visible client request and competitor signal are creating pressure for a 90-day pilot concept. Understand the workflow, authority, exception paths, and segment differences before treating embedded payments as the answer.

Starting situation

FlowForge is a fictional vertical-SaaS platform used by 48,000 U.S. construction and maintenance businesses. Customers already manage jobs, purchase orders, supplier invoices, and approvals there. Three of FlowForge's ten largest customers have asked to pay suppliers directly inside the platform. A fast-growing competitor is promoting "instant supplier payments with real-time reconciliation." The CEO wants a pilot concept in 90 days.

What you know at the start
  • There is visible client pull and a competitive signal.
  • The workflow already contains purchasing, invoice, and approval activity.
  • The request combines product, payment, supplier, integration, and operational questions.
  • A 90-day expectation creates pressure to define the problem quickly.
Research challengeBefore any interview, capture one public signal that supports the request, one signal that complicates it, and one high-consequence unknown you cannot answer from desk research.
Research runway and public starting points

Use public material to understand how embedded commercial payments fit into real business workflows, what different parties value, and what system conditions might matter. Do not treat an existing Visa or competitor capability as the answer.

Copy case briefing
PRODUCT JUDGMENT CASE BRIEF - PAY WHERE WORK HAPPENS Use this fictional case to practice disciplined discovery. Do not assume any existing Visa, FlowForge, or competitor capability is the solution. First declare what information you can access and label decision-relevant statements as [EVIDENCE], [INTERPRETATION], [ASSUMPTION], or [UNKNOWN]. FlowForge is a fictional vertical-SaaS platform used by 48,000 U.S. construction and maintenance businesses. Customers manage jobs, purchase orders, supplier invoices, and approvals in the platform. Three of its ten largest customers have asked to pay suppliers directly inside FlowForge. A competitor advertises "instant supplier payments with real-time reconciliation." The CEO wants a pilot concept in 90 days. Known: visible client pull and a competitive signal; existing purchasing, invoice, and approval activity; product, payment, supplier, integration, and operational questions; timeline pressure. Discovery panel: Nina Alvarez (Controller, Redwood Mechanical); Marcus Chen (Owner, Atlas Industrial Supply); Tara Singh (Head of Integrations & Partnerships, FlowForge). Research runway: use public material to understand embedded commercial payments in real business workflows, what parties value, and relevant system conditions. Public starting points: - Visa Commercial Solutions - Embedded Payments: https://corporate.visa.com/en/solutions/vcs-embedded-payments.html - Visa - Strategies for Navigating Embedded Payments in the Platform Era (2026): https://corporate.visa.com/en/solutions/commercial-solutions/knowledge-hub/strategies-for-navigating-embedded-payments.html - Federal Reserve Banks - 2024 Report on Payments: https://www.fedsmallbusiness.org/reports/survey/2024/2024-report-on-payments Use these to widen the problem, not select a solution. Questions: What outcome is each actor trying to improve? Where does work leave one system and enter another? Who has authority at each point and who handles exceptions when the normal flow breaks? What changes by customer size, supplier, payment method, or accounting workflow? What would still need to be known before turning a competitive signal into a product commitment? Research challenge: before any interview, capture one public signal that supports the request, one that complicates it, and one high-consequence desk-research unknown. Start with a signal ledger, three competing explanations, a stakeholder interview plan, and the smallest decision the team can responsibly make next. Do not recommend a payment product or feature.
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