Community and regional banks own their data and rent the pipes.
A handful of core platform providers serve most depository institutions, which means the practical AI roadmap at a community or regional bank is partly written by a vendor. The data is the bank's. The access terms are not.
Maintenance consumes the budget that innovation needs.
Much of a bank's technology spend goes to keeping working systems working, and the institutional memory for the oldest of those systems rests with very few people. Consolidation pressure adds to it. AI enters this environment not as a greenfield opportunity but as one more claim on a constrained team, which is why placement matters more than ambition.
We build alongside the core, not against it.
Replacing a core platform is a decade-long decision and rarely the right first move. We establish an owned data layer that reads from the core and the ancillary systems, then build on that. It leaves the bank's operational spine untouched while ending the dependence on a vendor's release calendar for every new capability.
Examinable is the design constraint, not the paperwork.
Model risk expectations, monitoring obligations, and fair-lending scrutiny determine which architectures are viable before anyone writes code. Systems that expose how an output was produced pass review; systems that cannot are shelved after the pilot. We design for that from the first diagram, which is also what makes the results usable to the lenders and analysts who have to stand behind them.
Three ways Talbot West works inside Banking.
Modernization strategy
Decide where to invest, what to prioritize, what should happen first, and what evidence should change the plan.
Explore service ↗02Data engineering
Make data quality, ownership, lineage, and availability explicit before decisions or operating systems depend on them.
Explore service ↗03AI engineering
Use AI where it earns its place, from commodity capabilities and orchestration to proprietary engineering where organization-specific value justifies it.
Explore service ↗Put this sector view to work
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