From Fragmented Data to Smarter Lending with iCAM
12-February-2026
Lenders today are drowning in data but starved of insights. Bank statements, GST returns, bureau reports, ITRs, and transaction histories all sit in silos- creating fragmented data lending. The result? Slower approvals, higher NPAs, compliance gaps, and lost opportunities. To fix this, the Government of India introduced the Credit Assessment Model (CAM), a framework that uses digitally sourced, verifiable data to bring automation, objectivity, and transparency to MSME loan appraisal. But lending needs an even more advanced approach to truly unify risk intelligence.