AI-Powered Medical Claims Pre-Authorization & TAT Optimization
The Opportunity
Go Digit achieves 26.9-min pre-auth TAT and 52.5-min discharge approval by deploying AI inspection and automated claims processing. As 500+ insurers scale digital-first models, they will need specialized AI/ML infrastructure to match these benchmarks. Current incumbent claim processing vendors lack insurance-specific ML training data and real-time TAT optimization—creating a gap for a horizontal SaaS layer that plugs into any insurer's backend.
Market Size
₹850 Cr addressable market — 50 private insurers × ₹15-20 Cr annual SaaS spend on claims automation platforms by FY27, growing 35% CAGR as digital mandates intensify
Business Model
B2B SaaS: white-label AI claims pre-authorization engine. Charge per policy processed or per-insurer annual license (₹2-5 Cr for mid-tier, ₹8-12 Cr for top 5 insurers). Embed into insurer's claim portal via API. Revenue from: (1) monthly/annual licensing, (2) per-claim processing fees for high-volume thresholds, (3) premium dashboards for TAT analytics and compliance reporting.
Licensing: ₹3-5 Cr/year per insurer (target 20 insurers = ₹60-100 Cr); Per-claim variable: ₹2-5/claim processed (100M claims/year across portfolio = ₹20-50 Cr); Data/insights licensing to actuaries and reinsurers: ₹5-10 Cr annually
Your 30-Day Action Plan
Hire claims domain expert (ex-adjuster or claims manager) and 1 ML engineer. Secure 10,000 anonymized claim records from 1 tier-2 insurer willing to pilot. Define TAT KPIs: pre-auth <25min, discharge approval <50min, reimbursement <48h.
Build data labeling pipeline for claim classification (auto-approvable vs. manual review). Train baseline model on historical data. Parallel: map insurer APIs (TPA integrations, IRDA reporting standards, UMRN linking).
Deploy MVP on Go Digit's test environment OR approach 2-3 tier-2 insurers (smaller than Go Digit, growth-hungry) with free 3-month pilot + performance guarantee. Document 3-5 claims end-to-end with actual TAT improvements.
Iterate on model accuracy based on pilot feedback. Prepare case study (TAT reduction %, cost savings per claim, compliance audit trails). Build sales deck targeting VP-Claims at top 20 insurers for Jan FY26 pitch cycle.
Compliance & Regulatory Angle
No insurance license required (claims processing is outsourceable to third parties under IRDA regulations). GST: 18% on software services. Ensure GDPR-equivalent data handling for PII in claims (hospital names, insured names). Maintain audit trails for IRDA compliance spot-checks. Consider ISO 27001 certification to differentiate in security-conscious tender RFPs.
Ready to Act on This Opportunity?
Generate a 7-step execution plan — validate the market, build the MVP, model the financials, map the risks, and ship in 30 days.