Partner practices
Databricks partnershipPlatforms we build on
Microsoft AzureGoogle CloudAnthropic ClaudeOpenAISnowflakeHow we choose
Regulatory frameworksVendor neutrality
Financial Services
Built against FCA AI principles, PRA SS1/23 model risk expectations and UK GDPR — in one framework rather than three projects.
Consumer Duty raised the evidential bar on how decisions affecting customers are made and recorded. PRA SS1/23 set expectations on model risk that most firms are still building towards. The EU AI Act adds a risk classification obligation on top of both, and the ICO is clear that automated processing carries its own transparency duties. The awkward part is that these arrive as four separate frameworks with four different vocabularies for what is largely the same underlying control.
We map all four into a single register, then design the controls once. Explainability, audit trails, human review thresholds and model inventory are specified into the architecture rather than retrofitted before an inspection — which is both cheaper and, in our experience, the only version that survives contact with a supervisor.
Capabilities
Each capability below is delivered through named assets that already exist. Figures are delivered results unless marked otherwise.
Extraction, comparison and classification across policies, contracts and regulatory correspondence.
Model inventory, tiering, validation expectations and monitoring built against PRA SS1/23.
XAI on every automated output, with the decision record a supervisor will actually ask for.
Medallion lakehouse foundations with lineage, quality testing and a unified semantic layer.
Decision records structured so outcomes for customers can be evidenced rather than asserted.
Baselines, KPIs and attribution defined before deployment, not reconstructed after it.
Named assets
Twenty-one products, diagnostics, agent patterns, platform components and governance frameworks. Filter by category.
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Partnerships
Databricks Bronze partner, with production delivery on every platform named here.
