AI for financial services

Deliver value for your financial institution with transformative AI solutions.

What makes DataRobot unique for financial services

Governance & compliance

Secure your financial institution and simplify compliance for your model risk management and governance teams with automated documentation, and monitoring and governance capabilities for every workload, model, and AI asset.

Seamless embedding

DataRobot embeds into complex financial service applications and business processes, offering stream and batch processing with low-latency delivery while efficiently handling large data volumes without compromising model integrity.

Automated performance tracking

Ensure your models maintain peak performance by monitoring accuracy metrics, data drift, and predictions over time.

Deploy AI applications that help teams across your business accelerate revenue, decrease risk, and reduce costs.

Assess credit and risk

Deliver models that help your credit and risk teams expedite low-risk approvals, streamline risk investigations, and quickly communicate credit risk decisions to assessors or customers.

Consumer credit
Small business, commercial credit and collateral valuation
Prepayment risk
Delinquency risk
Risk-adjusted pricing and price elasticity
Operational risk, process fails, false positives reduction
Predicting risk adjusted return (RAR)

Enhance the customer journey

Develop custom predictive and generative AI applications to personalize customer experiences, deliver real-time insights, and enable faster interventions for improved outcomes.

Targeted marketing and offers
Dynamic pricing
Marketing mix attribution
Product campaigns and promotions
Churn prediction
Preferences (pricing, channel)
Banking contact center assistant
Lead and referral scoring
Customer lifetime value
Banking product recommendation assistant
AI financial coach
Personalized marketing content
Frontline AI-copilot

Optimize sales and marketing operations

Develop generative and predictive AI solutions that empower your business teams to deliver personalized recommendations, automate lead generation, and boost client engagement with targeted outreach.

Prospecting
Targeted marketing, cross-sell, and next best action
Client retention/early intervention
Call center and chatbot optimization
Client lifetime value/profitability
Value added services/client behavior
Event prediction
Price elasticity
Market prediction
Analyst report auto generation

Manage risk, credit, and pricing

Create a portfolio of predictive and generative applications to accurately assess risk, automate credit decisions, and optimize pricing strategies to enhance profitability and minimize exposure.

Model risk management
Loss forecasting
Margin/credit approval
Scenario/stress testing
Price discovery
RFQ price elasticity
VWAP curve forecasting
Anti-money laundering
Conduct risk, AML, fraud

Ensure compliance and easily integrate into your MRM process

Ensure regulatory compliance by seamlessly integrating DataRobot into your Model Risk Management process, deploying well-governed AI models that accelerate risk assessments and regulatory approvals for faster, more efficient deployment.

BSA/AML/KYC
Communications
and trade/deal surveillance
SR 11-7
Product control
Cyber threat detection and prevention

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