Case Study - Fraud Management Platform: Developer Enablement & Documentation at Scale

Phil GeLinas supported the Falcon Fraud Manager and FICO financial risk product line with developer-focused enablement—transforming complex APIs and rules engines into clear, actionable documentation that accelerated customer integration and reduced support overhead.

Client
Fair Isaac (FICO)
Year
Service
Developer Enablement, Risk Automation Documentation

The Challenge

FICO’s Falcon Fraud Manager and financial risk products are trusted worldwide to detect and prevent fraud in real time. But onboarding new customers—often large banks with complex legacy systems—required navigating dense technical documentation that slowed integrations and increased support calls.

What We Did

  • Developer Enablement
  • Technical Documentation
  • Financial Risk Automation
  • Rebuilt API and integration documentation with a developer-first mindset, removing ambiguity and surfacing real examples.
  • Created reusable DITA topics for product features, ensuring accuracy across multiple publishing channels.
  • Mapped data flows and integration patterns into clear, visual diagrams tailored to financial institutions’ architectures.
  • Collaborated with SMEs and integration engineers to ensure real-world accuracy and completeness.
  • Published documentation in multiple formats for internal teams, customer portals, and partner onboarding.

Stakeholder feedback emphasized that enhanced documentation quality reduced integration timeframes and lowered the support burden on internal teams.

— Stakeholders, FICO

Source: Partner integration reviews and internal support metrics

Documentation: Partner integration assessments and support analytics

Disclaimer: Recollection from project documentation; not a direct quote

(Delivered prior to founding Vectorworx in November 2024 — using the same production-proven methods we use today.)

Reduction in integration time for new clients
30%
Reduction in integration time for new clients
Adoption across banking and payment customers
Global
Adoption across banking and payment customers
Self-service documentation availability
24/7
Self-service documentation availability
Support calls for integration questions
Support calls for integration questions

Results

  • Faster time-to-value for new banking and payment clients.
  • Reduced strain on FICO’s support teams through clear self-service enablement.
  • Improved integration success rates by making complex fraud prevention workflows understandable.
  • Documentation became a selling point during customer acquisition.

Why It Worked

By approaching fraud management documentation as a product, not an afterthought, FICO empowered clients to integrate faster and more confidently—helping them protect billions in transactions with minimal friction.

Need to turn your documentation into a strategic advantage? Contact Vectorworx to make your platform easier to adopt—and harder to replace.

More case studies

Anthropic API Documentation Assessment

Comprehensive evaluation of Anthropic’s developer documentation using a systematic, framework-first approach. Delivered insights on usability, discoverability, and reliability to improve developer experience at scale.

Read more

Framework-First DX Assessment — Developer Experience Analysis & Strategic Recommendations

A structured, repeatable methodology for evaluating developer documentation against real usage. Combines AI acceleration with human judgment to deliver fast, reliable insights and implementation-ready recommendations.

Read more
Trusted by engineering and product teams

From Runway to Production Altitude in Weeks

Ideas taxi. Systems fly.

Skip pilot purgatory. Book a free strategy session to spot high‑impact automation, get a realistic timeline, and see ROI ranges you can defend—no slideware, just a flight plan tailored to your stack and constraints.

Unlike traditional AI consultants who deliver pilots that never take off, we build systems that reach cruising altitude—and stay there—with observability, guardrails, and ownership transfer baked in.

Direct Flight Path

No layovers in pilot purgatory—production deployment in 4–6 weeks (typical).

Flight‑Ready Systems

Pre‑flight CI/CD + tests, guardrails & observability, zero‑downtime rollout with rollback.

Core Expertise:

Secure AI Flight Operations (AWS/Azure)RAG & Knowledge OpsAutomated Pre‑Flight Systems (CI/CD + Tests)AI Flight Monitoring (Observability + Guardrails)Process AutomationCloud & Data Architecture

Typical 6‑Week Journey:

Week 1: Runway clearance (constraints, ROI targets)Weeks 2–3: Build core + testsWeeks 4–5: Integrations, guardrails, load checksWeek 6: Production altitude + handoff

Senior Manager

Debi Lane, Irdeto (Secure Digital Delivery Platform)

“Philip quickly developed highly efficient processes that can keep pace with our new development, mastered new tools and technologies, and forged excellent working relationships with our system architects and principal engineers“

Free Strategy Session

Get Your Production Flight Plan

30‑minute deep dive, 3 takeaways guaranteed

  • Identify 1–3 automation opportunities with ROI ranges (visible in month 1, typical)
  • Architecture + timeline: 4–6 weeks (typical)
  • Next steps you can act on tomorrow

Enterprise Safeguards

  • Private models (AWS Bedrock / Azure OpenAI), RBAC & audit logs
  • Data minimization & policy‑backed prompts; compliance by design
Request Flight Clearance

⚡ Only 3 spots left this month

Usually booked 2–3 weeks out

Remote‑First, Global Reach

📍 Based in Bristol, TN🌍 Serving clients worldwide
(423) 390‑8889

Response within 2 hours