AI Dashboards · Finance & NBFCs
AI Dashboards for Finance & NBFCs
Executive scorecards, anomaly detection and forecasting dashboards built around the NPA, collections and regulatory metrics NBFC leadership actually needs to watch.
Lending leadership needs to see risk before it shows up in a quarterly report. Soxira builds AI dashboards that surface NPA risk, collections performance and portfolio health in real time, not after month-end close.
The Finance Challenge
Where finance operations break down
Slow Credit Decisions
Manual credit underwriting takes days, causing customer drop-off and competitive disadvantage.
NPA Management
Identifying at-risk accounts early and managing collections efficiently is critical.
Regulatory Compliance
RBI regulations and reporting requirements demand accurate, real-time data management.
Customer Experience
Digital-native competitors are raising the bar on customer onboarding and service speed.
How AI Dashboards Addresses It
What Soxira delivers
Executive Scorecards
Portfolio-level KPI monitoring — disbursements, NPA ratio, collections efficiency — in one view for leadership.
AI-Driven Forecasting
Anomaly detection models that flag at-risk accounts and portfolio segments earlier than manual review.
Interactive Analytics
Drill-down views for branch and field collections teams, not just head-office reporting.
Secure, Role-Based Access
Dashboards scoped by role so branch, regional and executive users see exactly what they should.
Proven in Finance
80%faster credit approval, 40% better collection efficiency
An NBFC using Soxira's AI credit and collections intelligence reduced credit approval time by 80% and improved collection efficiency by 40% — the same underlying data feeds the dashboards leadership uses to track portfolio health.
See the full finance & NBFC overview →Frequently asked questions
Do we need a data warehouse before building these dashboards?
Not necessarily — we can build against your existing loan management or core banking system data, though a clean data layer (see our data engineering work) makes the forecasting models more reliable over time.
Can the dashboards flag NPA risk before an account is officially classified?
Yes — the anomaly detection models are designed to surface early-warning signals from repayment behavior, not just report on accounts already classified as at-risk.
Who typically uses these dashboards day to day?
Branch managers and collections teams use the operational views; portfolio and executive scorecards are built for regional and leadership review, with access scoped by role.
Ready to bring this to your finance business?
Talk to our AI Dashboards and Finance specialists about your specific setup.