Precision Synthetic Data for Unmatched AML Standards

Achieve faster compliance, reduce risk, and enhance detection with our advanced synthetic data solution designed for rigorous financial compliance.

From Attrition Challenge to Hackathon in 24 Hours

In just one day, NayaOne spun up an environment where the teams could tackle the challenge set before them.

Outcomes

4

Tools Assessed

<24 hrs

Spun Up Vibecoding Environment

0%

Production Data Exposed

50+

Team Members Engaged

Technology Vendors Suited to Evaluation

Business Problem

A leading bank needed to rapidly test new ideas to address attrition in its core retail product line. Senior leaders had raised the challenge during an offsite with 50+ team members and executives. 

The intent was to turn strategy into action immediately – but the bank lacked a secure, enterprise-ready environment to prototype ideas, onboard tools, or run collaborative testing at speed.

Challenges

  • No Sandbox Environment – the bank had no secure place to test new ideas rapidly and with little notice.
  • Leadership Pressure – senior executives needed evidence during the offsite, not after.
  • Time Constraint – just hours to move from challenge statement to working prototypes.
  • Collaboration Barriers – 50+ participants across teams required tools that enabled scale, not silos.
  • Unproven Tools – vibecoding apps had never been validated for enterprise use.

From Idea to Evidence with NayaOne

Within a single day, NayaOne set up a secure sandbox for vibecoding tools, enabling the bank to host a mini hackathon during its leadership offsite. Eight teams were onboarded with synthetic data, collaboration workspaces, and pre-integrated APIs. This allowed them to prototype solutions to tackle retail attrition in real time, validate enterprise readiness of the tools, and generate evidence of user experience and collaboration potential – all under governance controls.

Impact Metrics

Timeline Reduction

1 day with NayaOne
vs 6 - 9 months traditionally

Vendor Evaluation

Tools validated and integrated within 24 hours

Collaboration Scale

50+ participants engaged simultaneously

KPIs

  • Prototype Quality/Relevance
  • Compliance & Governance Alignment

Validate New Tools At Hackathon Speed

Prove usability, collaboration, and enterprise readiness of vibecoding apps in a secure sandbox — in hours, not months.

Request Claims Use Cases

Challenges in Enterprise Technology Adoption

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