Pilots are not enough
Value comes when AI is embedded in a controlled process with a named owner, measured benefit and clear route to live operation.
AI & Automation
Turn AI ambition into useful, governed business capability.
Our experience and impact
Selected delivery experience.
3
AI-enabled solutions in production: trade surveillance, AML transaction monitoring and AI/ML alert reduction.
37%
Reduction in AML screening false positives, inside a controlled monitoring process.
Overview
Invest in the applications that matter.
The objective is better decisions about where to invest and a credible path from use case to adoption.
Our work brings process design, data, engineering and governance together, with clear measures of performance and appropriate human oversight.
Where the use case needs software, Digital Build Studio brings product design, engineering, data and AI capability together to prototype and develop targeted applications and workflow tools.
What is changing
Three shifts shaping how institutions get value from AI.
Governance is catching up
Boards and audit committees now expect evidence of oversight, validation, human control and monitoring for AI systems.
Data readiness sets the limits
Lineage, quality, access and integration decide what AI can safely touch and which use cases are worth funding.
How we can help
From investment choices to working applications.
Connect AI investment decisions with the foundations, controls and engineering required for adoption.
From pilot to production
Most AI value is lost between the pilot and the process.
Client results
Selected AI and automation experience.
The context, our work and the outcomes achieved.
Asset & Wealth Management · Financial Crime
Financial-crime controls rebuilt for the world's largest alternative asset manager
The World's Largest Alternative Asset Manager · Financial Crime Transformation
The firm partnered with us to convert regulatory findings on AML control deficiencies into a resilient financial-crime framework: customer risk assessment, screening, enhanced due diligence and AI-assisted alert reduction, remediated to completion under independent scrutiny.
- 100%
- AML findings closed and evidenced to the independent monitor
- 3
- Control domains rebuilt: customer risk assessment, name screening and enhanced due diligence
- 5
- Interlocking initiatives directed
Read the case study
Our AI & Automation insights
Perspectives on the decisions ahead.
Get in touch
Speak with a Partner about AI & Automation.
Talk to us about the decision, opportunity or change your organisation is working through.