BetaStudio Labs/RiskScout/PRD-002
AI Preapproval Portal

Approved in
under five minutes.

RiskScout is a customer-facing portal with modular AI risk evaluation. Application to pre-approval in under five minutes — fully automatic, zero human touch in the happy path.

Session · APP-0472
Live
Elapsed
4:12
Pre-approved
Risk score
0.14
Amount
15,000 KM
Decision
APPROVED
// Timeline

From tap to greenlight.

What actually happens during those 4 minutes and 12 seconds. No human in the loop unless the decisioning engine explicitly asks for one.

T+
0:00

Application starts

Customer lands on the portal from a bank referral, LeadHunter call, or direct link. Application form adapts to the requested product.

T+
1:30

Identity verified

ID scan, selfie, and liveness check complete. Data is matched against national registries. No human review needed in the happy path.

T+
3:00

Financials parsed

Uploaded statements are parsed and normalized. Affordability ratios are computed against the institution's thresholds.

T+
4:12

Pre-approval delivered

Risk model runs, decisioning engine fires, and the customer sees a decision on screen. Underwriter is notified only if the case requires review.

Customer receives decision on screen
Email + SMS notifications fire. Underwriter queue stays empty.
// Customer view

What the customer
actually sees.

A clean, bank-branded portal your applicants complete on their own. No paperwork, no phone calls, no branch visits.

your-bank.ba/loan-application
Application · APP-0472Step 3 of 6

Income verification

Upload your last three months of payslips. We'll parse them automatically.

Drop payslips here, or click to browse
PDF, JPG, PNG · up to 10MB each
Payslip_March_2026.pdf
Payslip_February_2026.pdf
Payslip_January_2026.pdf
← Back
Continue
Live timer
3:07
Elapsed this session
Risk preview
0.14LOW
LOWMIDHIGH
Path to approval
On track · 2 steps remaining
Est. complete: under 2 min
// Architecture

Six modules.
One portal.

RiskScout is composable. License only the modules you need today, turn on the rest when your product lineup grows.

M1

Application intake

Mobile-first application form that adapts to the customer. Document uploads, OCR extraction, and pre-fill from national registries where available.

M2

Identity verification

Automated KYC: ID scan, selfie match, liveness, sanctions screening. Plugs into national e-ID schemes and third-party providers.

M3

Income & affordability

Reads bank statements and pay slips with structured parsing. Computes debt-service ratios against configurable institutional thresholds.

M4

Risk scoring

Modular risk model with explainable outputs. Tune weights per product, per region, per customer segment without touching the code.

M5

Decisioning engine

Rule engine on top of the model score. Auto-approve, auto-decline, escalate to underwriter — each path is a configured flow, not a code change.

M6

Customer portal

Applicants track their file, upload missing documents, and receive updates — all in the same portal, no email back-and-forth.

Customer holding a payment card while using a laptop
// Everyday fintech

The customer does everything themselves.

No branch visits. No phone calls. No paperwork hand-offs. RiskScout takes the applicant from first click to signed preapproval — on their own device, on their own time.

Photo · Unsplash
// Compliance

Built for regulators, not around them.

Every decision RiskScout makes is logged, versioned, and explainable. When a regulator knocks, you hand them the audit log. Not a phone tree.

GDPR ready
Built around EU data protection requirements
Powered by Claude
Enterprise-grade AI from Anthropic, out of the box
Immutable audit log
Every decision, every version, permanently recorded
Model explainability
Every score comes with feature attributions
// In production

Live with ProCredit Bank.

RiskScout powers the SME lending portal at ProCredit Bank Bosnia today. Here's a short tour of the actual product — customer-facing landing, self-service application, and the bank-side backoffice.

Deployed Q1 2026
customerportal.procreditbank.ba
ProCredit Bank SME portal — customer landing page
Customer landing · customerportal.procreditbank.ba
customerportal.procreditbank.ba/apply
Loan application form — customer self-service
Self-service application · Customer view
customerportal.procreditbank.ba/backoffice
Bank backoffice dashboard — case management
Case management · Bank view
customerportal.procreditbank.ba/login
ProCredit portal login — passwordless email code
Passwordless login · Email code
PRD-002 · Demo

Show us your riskiest workflow.

30-minute walkthrough of RiskScout running a real consumer credit application end-to-end. Bring your hardest edge case.