Not AI-powered.
AI-operated.
The origination system that ingests, verifies, scores, matches, and disburses loans using a 12-agent pipeline — for banks, NBFCs, and HFCs. Operated, not assisted, by AI.
Origin8 is the infrastructure layer beneath origination — not a workflow tool, not a CRM, not an LOS. Every decision flows through a Maker → Checker → Validator gate, every output is hash-chained, every model is open-weight and audit-replayable.
Twelve agents.
Three MCV gates.
Each agent owns a bounded subtask with declared inputs and a single decision output. Decisions flow through a Maker → Checker → Validator pattern: a Maker proposes, a Checker challenges, a Validator commits. Every commit emits a hash-chained audit entry visible to the lender's CRO, internal audit, and regulator.
Pick a borrower.
Watch it execute.
Select a borrower profile and trigger a deterministic execution trace. The system fires through all 12 agents — KYC, financial intelligence, surrogate-income, scoring, lender match — and emits a final score, lender, and KFS-ready offer in real-time.
▸ DEMO TRACE · DETERMINISTIC · NO PII
Lead to UTR.
No human in the path.
The borrower never sees a form. They never enter a portal. The entire origination lifecycle — from first WhatsApp "hi" to disbursal UTR — is operated by Origin8 agents, with the lender retaining final policy authority at every MCV gate.
Borrower says "I need a loan" in their language. The Intake agent parses intent, product, vernacular, and ticket size in <2 seconds.
KYC + Financial Intelligence agents pull bureau, AA, and DigiLocker. Eligibility range returned in 6–8 seconds.
Liveness, document OCR, surrogate-income proof — all guided inside the same WhatsApp thread.
Origin8 Score is bucket-explainable. Every approve / decline carries the contributing-feature trace.
Lender Match agent picks the best-fit policy (or co-lending pair) and computes a precise KFS in seconds.
Borrower taps accept inside WhatsApp. Disbursal Orchestrator handshakes with LMS. UTR confirms.
Pipeline. Approval.
Disbursal. Done.
CBOs and Heads of Lending get one screen — pipeline, approval rate, disbursal growth, conversion. No operational clutter, no per-agent noise. Drill-down on any KPI surfaces the underlying agent traces, MCV gate logs, and cohort breakouts.
Three modes.
One system.
Origin8 ships in three deployment modes that match the regulator's sovereignty pillar under RBI FREE-AI. Same agents, same MCV gates, same audit lineage — different infrastructure boundaries.
Origin8 runs as a managed Loan Service Provider integration. RBI MD-DLD compliant. White-labelled WhatsApp surface. Fastest time-to-first-disbursal.
- · 7–14 day integration
- · Lender LMS adapter
- · RBI DLG ready
Full Origin8 stack on the lender's infrastructure. Air-gappable. Borrower data never leaves the lender's perimeter. Maps to FREE-AI sovereignty pillar.
- · Helm chart + Terraform
- · RTX 6000 Ada / H100 footprint
- · Audit-friendly
Origin8 with lender-specific small language models. Domain-tuned on the lender's own portfolio. Fully open-weight. Quarterly recalibration via Learning agent.
- · Llama 3.3 / Qwen 3 baseline
- · Lender-fine-tuned heads
- · Open-weight registry
One model.
Disbursal only.
Lenders pay only when disbursal hits. Three tiers indexed to ticket size and operational complexity. No platform fees, no per-seat pricing, no minimums.
Salaried PL · Credit Card · 2W · Gold — high-volume, low-touch products.
Self-employed PL · LAP · MSME term · Working Capital — surrogate-income + GST stack.
Home Loan · Education · Equipment · Co-lending — deep title + co-lending stitch.
▸ PRICING ILLUSTRATIVE · NEGOTIATED PER LENDER · NO PLATFORM FEES
Origin8 is operated, not sold.
Talk to the system team.
A 30-minute system walkthrough. We connect to your last-quarter funnel, project the agent pipeline against your numbers, and show what +18% conversion looks like at your disbursal scale.