Disconnected data
Payment, customer, risk and operations data often live across separate systems.
Tanui Consulting · AI for payments and checkout
A focused capability for the moments that matter.
AI creates value when it is embedded in real payment and checkout flows. We help identify opportunities, prepare the data and bring use cases into production responsibly.
See how we work ↘What’s changing
Challenges that shape this work.
Every organisation has a different starting point. We begin with the operating reality before shaping a practical response.
Unprioritised use cases
Isolated experiments do not always translate into measurable business impact.
Risk and adoption
Teams need transparency, governance and trust to use models in critical processes.
Our approach
From the first question to lasting change.
We combine strategic perspective, specialist expertise and hands-on implementation support. Your team retains ownership of decisions and capabilities.
Discovery and prioritisation
We identify friction and opportunities across checkout, authorisation, fraud prevention and operations.
Data and architecture design
We connect data sources, define quality requirements and select an appropriate architecture.
Testing and validation
We assess performance, explainability, bias, privacy and controls before deployment.
Integration and monitoring
We support integration with the payments stack and set up continuous improvement metrics.
Latest thinking · 6 min
Applied AI in payments: from pilot to real workflows
A practical framework for prioritising use cases, preparing data and designing controls before scaling.
Explore Tanui insights ↗Let’s talk about this capability