What Cashfree gets
A runnable engine - not a slide.
It runs today on simulated events. Going live = wiring seven interfaces to Cashfree's own rails. The engine ships unchanged.
How it plugs in
Signals in · swap MOCK → Cashfree
Payment-Failed webhookMOCK
reason code, amount, contact
Abandoned-Checkout webhookMOCK
One Click Checkout drop-off
RiskShieldMOCK
→ fraud score
RTO IntelligenceMOCK
→ return-risk score
The decision engine · ships as-is, runs today
1Gates (suppress)
2Classify → Tier
3Strategist: fix · channel · control
4Attribution: incremental vs control
pure TypeScript you can read · zero runtime DB
Actions out · swap MOCK → Cashfree
Cashfree MCPMOCK
create-payment-link · refunds
BNPL eligibility APIMOCK
EMI / Pay-Later offers
WhatsApp / SMS / VoiceMOCK
verified sender · DLT · flagged voice
→ Merchant dashboard
one number: incremental revenue
Runs today, unchanged
Gate→tier→strategist→attribution engineTaxonomy + every suppression ruleControl group + incrementalLLM message copy (live)Real email send (Resend, live)Simulator + 29-case explorer
What Cashfree wires
Webhook ingestorRiskShield → fraudScoreRTO Intelligence → rtoScoreMCP / PG APIsVerified WhatsApp / SMS / voiceConsent + DND / DPDP registry
The wiring, line by line
| Interface | Cashfree source | Where it plugs in |
|---|---|---|
| Event ingestion | Payment-Failed + Abandoned-Checkout webhooks | Replace the simulator → RecoveryEvent |
| Fraud gate | RiskShield score | event.fraudScore → gate 1 |
| COD / RTO gate | RTO Intelligence score | event.rtoScore → strategist |
| Secure pay link | Cashfree MCP create-payment-link | Action executor |
| EMI / Pay-Later | “Get Eligible Offers” API | Tier-2 lever |
| Conversation | OpenRouter LLM (live in Vercel) | Message + voice script; template fallback |
| Channels | Verified WhatsApp · DLT SMS · voice (flagged) | Channel adapters |
Immediate value
Reuses what you ship
Cart Recovery, RiskShield, RTO Intelligence, MCP, BNPL, Relay - fused, not rebuilt.
Self-funding
Priced on provably-incremental recovery. Earns before it costs.
A number nobody else claims
Control-group incremental lift - the CTO-checkable proof.
Scope honesty. Integration-ready, not pre-integrated. The swap is adapter + config against documented interfaces, not a rebuild.