BANKING SERVICES AI ADVISORY

Banking AI expertise on demand

Connect with an expert to discuss our research, review board decks/proposals, or quickly diagnose business challenges in banking AI transformation.

LET'S TALK

Reinforce with us

  • Shape requirements: Cascade AI opportunities from corporate → BU → team objectives in banking operations.
  • Partner selection: Shortlist, evaluate, and contract the right SI/ISV for banking AI projects.
  • Strengthen delivery: Bring us in as project advisor or Solution Architect-as-a-Service to derisk execution and enable cross-industry pattern reuse.

Leverage our IP

  • Know Your Inference (KYI): Governance of performance, cost, and fitness-for-purpose in banking AI inference.
  • AI Maturity Assessment: Structured baseline and roadmap for banking AI transformation.

CASE STUDY

Major global bank achieves positive ROI on AI transformation

Problem Statement

A major North American bank was struggling to turn its enthusiasm for Artificial Intelligence (AI) into a focused, value-driven strategy. After identifying hundreds of potential AI use cases, the client lacked the internal expertise and clarity to prioritize, launch, and successfully execute projects.

Strategic Overload: Indecision on where to start to achieve measurable business impact quickly.

Technical Risk: High degree of caution against cluttering their existing IT ecosystem with unproven AI tools.

Data Security: Critical need to protect proprietary banking data while leveraging it for model development.

What We Did

Banking Services AI was engaged to provide end-to-end strategic and architectural guidance to de-risk and accelerate the bank's AI initiative.

  • Conducted AI Maturity Assessment to build a pragmatic roadmap and focus on high-value use cases
  • Helped select experienced delivery partner and rigorously vetted resources for technical competence
  • Provided embedded AI Architect support (2 days per week for 18 months)
  • Made proprietary training materials available to build internal capability

Outcomes

For an investment of under £60K over 18 months, the client gained strategic assurance, execution excellence, and measurable return.

5
AI use cases delivered with positive ROI
Zero
Technical debt or security incidents
18mo
Accelerated AI maturity timeline