Predict Any Outcome with AI:
Prevent Attrition
Artificial intelligence in banking isn’t a nice-to-have anymore. Predictive AI is the competitive advantage that financial institutions need.
How can predictive AI help you grow?
AI-driven data tags for deposit growth:
- AI High Engagement
- AI Medium Engagement
- AI CD Cross-Sell
AI-driven data tags for loan growth:
- AI Auto Loan Cross-Sell
- AI HELOC Cross-Sell
- AI Mortgage Cross-Sell
- AI Personal Loan Cross-Sell
AI-driven data tags to engage account holders:
- AI Attrition Risk Positive
- AI Low Engagement
- AI High Engagement
Scale Smarter with Predictive AI
Harness the power of artificial intelligence in banking to create highly personalized marketing campaigns.
Reach millions with tailored messages crafted from individual preferences and behaviors, driving superior engagement, growth, and retention.
Advanced predictive AI models analyze spending and behavioral patterns to anticipate account holders’ financial behaviors and needs, enabling precise targeting that enhances conversion rates and significantly increases ROI (return on investment).
About Predictive AI
Capable
15+ years of data modeling and analysis experience for regional and community banks and credit unions.
Comprehensive
Leverages proprietary Data Insights, built from analysis of billions of transactions. Detects transactions daily.
Compliant
Satisfy regulatory requirements with predictive AI models that are purpose-built for the financial industry.
Catalytic
First-of-its-kind predictive AI model to understand account holder engagement levels and attrition risk.
How We Do It
Start with the outcome you want to achieve, such as increasing revenue by cross-selling HELOCs to mortgage account holders.
Analyze account holders who have achieved the outcome. Alkami reviews the behavior of HELOC holders six months before they opened their HELOC.
Identify account holders with similar behavior who have not yet achieved the outcome. Alkami finds account holders without a HELOC who show similar behaviors and tags them as likely candidates for a HELOC.