AI FOR FINANCIAL SERVICES

Billions on the line.
Milliseconds on the clock.
Zero room for error.

Not just any AI will cut it. DataRobot gives global financial and insurance institutions the accuracy, control and governance to scale agentic AI where others can’t.

Risk control with
real business
impact

+ RISK & FRAUD
+ CUSTOMER GROWTH
+ INSURANCE OPS

Strengthen credit and reduce financial crime

Orchestrate high-stakes credit, fraud, and AML investigations with policy-driven AI, accelerating decisions without sacrificing risk control.

  • Trigger KYC re-verification and automatically route cases to investigators to resolve suspicious activity alerts and AML cases
  • Automate underwriting workflows and risk escalations to speed approvals with full oversight
  • Adjust credit strategies, including limits and pricing paths, based on real-time shifts in portfolio risk

Personalize engagement and grow lifetime value

Increase lifetime value and deepen customer relationships with governed AI that delivers timely, personalized offers and seamless service.

  • Orchestrate retention and upsell journeys based on churn risk and product propensity
  • Embed high-fidelity credit decisions directly into digital journeys to accelerate acquisition and conversion
  • Scale personalization across regulated environments with unified governance and automated documentation for Model Risk Management

Optimize claims and underwriting precision

Maximize profitability and reduce operational overhead by modernizing document-heavy processes with AI that triages claims and improves pricing precision.

  • Summarize unstructured documents and generate underwriting reports for actuarial teams
  • Auto-triage claims and route high-severity or suspicious cases for expert review to reduce manual overhead
  • Improve conversion with real-time automated quotes backed by full audit trails for pricing transparency and regulatory review
AI FOR FINANCIAL SERVICES

Billions on the line.
Milliseconds on the clock.
Zero room for error.

Not just any AI will cut it. DataRobot gives global financial and insurance institutions the accuracy, control and governance to scale agentic AI where others can’t.

Risk control with
real business
impact

  • + RISK & FRAUD
  • + CUSTOMER GROWTH
  • + INSURANCE OPS

Strengthen credit and reduce financial crime

Orchestrate high-stakes credit, fraud, and AML investigations with policy-driven AI, accelerating decisions without sacrificing risk control.

  • Trigger KYC re-verification and automatically route cases to investigators to resolve suspicious activity alerts and AML cases
  • Automate underwriting workflows and risk escalations to speed approvals with full oversight
  • Adjust credit strategies, including limits and pricing paths, based on real-time shifts in portfolio risk

Personalize engagement and grow lifetime value

Increase lifetime value and deepen customer relationships with governed AI that delivers timely, personalized offers and seamless service.

  • Orchestrate retention and upsell journeys based on churn risk and product propensity
  • Embed high-fidelity credit decisions directly into digital journeys to accelerate acquisition and conversion
  • Scale personalization across regulated environments with unified governance and automated documentation for Model Risk Management

Optimize claims and underwriting precision

Maximize profitability and reduce operational overhead by modernizing document-heavy processes with AI that triages claims and improves pricing precision.

  • Summarize unstructured documents and generate underwriting reports for actuarial teams
  • Auto-triage claims and route high-severity or suspicious cases for expert review to reduce manual overhead
  • Improve conversion with real-time automated quotes backed by full audit trails for pricing transparency and regulatory review

Why financial institutions choose DataRobot

  • Governance, observability, and regulatory compliance in one platform

    Govern and document every model, agent, and workflow from a single platform — including AI built outside DataRobot — with the transparency regulators expect and the speed MRM teams need.

  • No re-architecting your infrastructure. Use as is. 

    Deploy on your terms from day one — without re-architecting your stack. DataRobot integrates into the infrastructure you already depend on, supporting your data, development frameworks, and operational workflows. Co-engineered with NVIDIA, it delivers trusted performance across private, public cloud, and sovereign environments.

  • Accuracy you can govern across all agents

    Maintain unwavering accuracy for high-stakes decisions with a platform built for math-heavy financial environments. Front any LLM — including FinLLMs — behind one governed interface to swap models without rewriting apps. Enforce metrics like portfolio math correctness through automated evaluations while keeping proprietary data secure on-premises or within your VPC.

Why financial institutions choose DataRobot

finances 1

Governance, observability, and regulatory compliance in one platform

Govern and document every model, agent, and workflow from a single platform — including AI built outside DataRobot — with the transparency regulators expect and the speed MRM teams need.

finances 2

No re-architecting your infrastructure. Use as is. 

Deploy on your terms from day one — without re-architecting your stack. DataRobot integrates into the infrastructure you already depend on, supporting your data, development frameworks, and operational workflows. Co-engineered with NVIDIA, it delivers trusted performance across private, public cloud, and sovereign environments.

finances 3

Accuracy you can govern across all agents

Maintain unwavering accuracy for high-stakes decisions with a platform built for math-heavy financial environments. Front any LLM — including FinLLMs — behind one governed interface to swap models without rewriting apps. Enforce metrics like portfolio math correctness through automated evaluations while keeping proprietary data secure on-premises or within your VPC.

Trusted by the
world’s leading
financial institutions

Leader in Gartner Magic Quadrant for Data Science and Machine Learning Platforms

1/ 3
FX secured
Advanced AI processing 1/3 of all Foreign Exchange (FX) trades.
20 %+
Interest expense reduction
More accurate forecasting reduced reliance on last-minute borrowing.
50 %
Faster MRM

AI-driven audits accelerate the review of financial models.
Regulatory-ready by design
Financial institutions can’t afford governance as an afterthought. DataRobot is engineered to run agentic, generative, and predictive AI with full auditability, continuous monitoring, hardened security, and end-to-end lineage that stands up to regulatory scrutiny.
Financial services AI governance
  • SR 11-7 (Model Risk Management)
  • EU AI Act
  • NIST AI RMF
  • SS1/23 (UK PRA)
Enterprise security standards
  • SOC 2 Type II
  • ISO 27001
  • GDPR

Control your AI.
Control your risk.

AI is shaping critical decisions across financial institutions. DataRobot gives you one unified platform to build, operate, and govern AI with the control, security, and auditability the industry demands.
Talk to the DataRobot financial services team