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      • Healthcare
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  • Hamoni
  • Services
  • Platform
  • Case Studies
    • Healthcare
    • Utilities
    • Financial Services
  • Contact Us

Scaling AI in Financial Services

Challenge

Established systems and ungoverned AI both increase risk in a regulated environment.

  • Core services depend on multiple, costly-to-integrate established systems
  • Fragmented data across platforms limits reuse
  • Leadership demand is accelerating while staff already use public AI tools

Guardrails

Guardrails

Guardrails

Utilise existing technology investments while strengthening control.

  • Integrate around—not replace—multi-year technology investments
  • Apply strict controls to personal data while accommodating evolving AI initiatives 

Approach

Guardrails

Guardrails

A governed AI layer to connect data, Agents and core systems.

  • Unify governed data access through an open data lake and common cleansing
  • Utilise RPA to execute transactions in established systems
  • Centralise agents on one platform with approved models and controls

Impact

Guardrails

Impact

Scale AI use safely while retaining overall enterprise control.

  • Establish an AI centre of excellence that responds to business demand
  • Standardise security, risk and third-party approval across agents
  • Centrally manage model choice, usage and cost

Talk to an Expert

See how we've helped teams in Operations and Finance.

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