The Financial Refinery:
Precision Asset Deployment for Institutions
We don't generate leads. We engineer high‑performance borrower assets. Our infrastructure is the critical bridge between raw consumer data and institutional capital deployment.
The Trust Gap: Why Traditional Acquisition Fails
Traditional lead generation relies on "Spray and Pray" — high CAC and runaway defaults. We bridge the gap between raw intent and executable capital by shifting focus to Asset Quality.
The Infrastructure of Certainty (LFE)
⚙️ Cleansing Engine
Filters internal liquidity movements & synthetic transfers. Analyzes only verified external revenue streams.
📉 50% Income Shock
Stress‑tests borrower resilience against macroeconomic volatility before capital deployment.
🔍 SHAP Explainability
Every recommendation includes a mathematically defensible audit trail. No black‑box fear.
Incentives Aligned. Ecosystem Secured.
| Stakeholder | Strategic Benefit |
|---|---|
| Partner Bank / NBFC | Risk‑adjusted growth, lower CAC, audit‑ready compliance |
| Corporate Merchant | Guaranteed sales velocity via Service Entitlements |
| End Borrower | Meritocratic empowerment based on behavioral discipline |
Technical Architecture: Deterministic LFE
The Loan Facilitation Engine is built for production‑grade latency, verifiability, and separation of duties.
🔁 API‑First Integration
REST + webhooks for real‑time asset ingestion. Idempotent processing with full replay logs.
🗂️ SHAP Model Registry
Every inference includes feature attribution. Model versioning and challenger models for ongoing validation.
📊 RCI Data Plane
Policy‑as‑code: risk limits enforced at the edge. Pause switches, circuit breakers, audit logs.
🔗 Zero‑Custody Settlement
Smart obligations trigger payment instructions to your core banking system. No settlement risk.
Architecture diagram (production deployment)
Consumer → Cleansing → SHAP scoring → RCI policy enforcement → Advisory recommendation → Bank API (RAAST/ACH)
Average latency: < 400ms p99. Full audit trail per asset.
Governance & Control: You Hold the Keys
🎛️ Regulatory Control Interface (RCI)
Your "Master Switch". Define DSR thresholds, exposure limits. Pause deployment or adjust scoring weights with one click.
🔐 Zero‑Custody Architecture
We never touch funds. Transactions flow through your bank‑controlled rails. Processor, not intermediary.
⚖️ Advisory‑Only Logic
Final credit decision, balance sheet risk, and regulatory responsibility remain exclusively with your institution.
🎟️ Service Entitlements
Non‑monetary, non‑transferable access rights (Health/Food/Insurance). Smart‑obligation framework prevents diversion.
Separation of Duties – Enforced
We provide intelligence. You retain authority. Audit logs prove every override.
Regulatory & Compliance Framework
Basel III Credit Risk
SHAP explainability + 50% income shock provides IRB‑compliant risk estimates.
Fair Lending / ECOA
Quarterly bias tests (demographic parity, equal opportunity) by third‑party quantitative firm.
Data Residency
Dedicated tenant in your selected region (EU, US, MENA, APAC). No cross‑border transfer without explicit RCI approval.
Auditor Data Room Request
Access SOC2, penetration tests, model validation reports.
Proven Outcomes: Institutional Asset Refinement
🏦 Regional Bank (Assets $12B)
Challenge: CAC $420, 90‑day default 8.2%.
Solution: LFE + RCI + SHAP explainability.
Results: CAC ↓41% ($248), defaults ↓ to 3.4%. Zero audit findings on model opacity.
“The SHAP trail let us validate every decline.” – CRO
🏥 Corporate Merchant (Healthcare)
Challenge: 20% abandonment at checkout.
Solution: Service Entitlements (non‑monetary health access).
Results: Conversion from interest → transaction: 89%. Zero fund diversion. +$4.2M revenue uplift.
📱 Digital NBFC (Consumer)
Challenge: Regulatory pressure to explain decisions.
Solution: Full SHAP audit trail + RCI pause.
Results: Regulatory inquiries resolved in <72 hours. No fines. Model rollback in 2 clicks.
Full references available after NDA.
Resources for Risk & Compliance Teams
📘 Technical Specification PDF
API schemas, SHAP validation methodology, RCI deployment checklist.
📊 SHAP Explainer for Regulators
One‑pager on how our model attribution satisfies black‑box prohibitions.
🎥 Governance Briefing (30 min)
Live walkthrough of RCI, audit trails, and zero‑custody settlement.
Auditor‑Focused FAQ
Do you hold or commingle client funds?
No. Zero‑custody architecture. Transactions are instructions to your banking rails (RAAST/ACH). We never have possession.
How is SHAP validated over time?
Model registry with daily feature stability monitoring. Third‑party validation quarterly. Full audit log of every inference.
Can we pause or reject recommendations?
Yes. RCI gives you a master switch and per‑asset override. Advisory‑only logic means you retain final authority.
How do Service Entitlements prevent diversion?
Non‑monetary, non‑transferable tokens redeemed directly with service providers. No liquid funds ever reach the borrower.
What about business continuity?
Multi‑region active‑active, RTO < 15 min, RPO < 5 min. SOC2 includes availability.
Initiate the Governance Review
Invite your Risk, Compliance, and IT teams to review our technical blueprints and compliance artifacts.
All requests are handled under NDA. We do not share your information.