●Reg Sandbox GLOBAL
◆Isolation Full
●Data Synthetic
◆Risk Zero
●Reports Reg-ready
◆Countries 180+
●Reg Sandbox GLOBAL
◆Isolation Full
●Data Synthetic
◆Risk Zero
●Reports Reg-ready
◆Countries 180+
Secure & Govern · Regulatory Sandbox · zung.ai Global
Test new products safely.
Before real members
ever see them.
zung.ai's Regulatory Sandbox Environment lets your institution test new AI models, products, and configurations against realistic synthetic data before launching — with full isolation from production and regulator-ready sandbox reporting globally.
AK
MN
SR
DK
Every institution has an isolated sandbox globally
Full
Isolation
Synthetic
Live Data
Regulator
Ready
🔮Sandbox: HarvestLoan v2 — 1,200 UAT tests runningTesting
💚Shadow test: CreditScore_v5 — 8,400 shadow decisions doneShadow · live
⚡UAT: Edge case — loan amount = 0 → error caught → fixedFixed
💚Reg report: Sandbox summary generated — ready for CBNReady ✓
⚡Isolated environment — zero production risk
📊Synthetic member data — 48,200 test members
🔐AI model shadow testing — challenger vs champion
🤖Regulator sandbox report — auto-generated
FULL ISOLATION · SYNTHETIC DATA · REGULATOR-READY · GLOBAL
Fully isolated — zero production risk ever ✓
Regulator-ready sandbox reports auto-generated ✓
Full
Production isolation — zero shared infrastructure
Synthetic
Member data for realistic testing globally
Zero
Risk to real members during testing
180+
Countries with regulatory sandbox access
Regulatory sandbox capabilities
Test everything. Risk nothing.
A fully isolated sandbox environment with synthetic member data, AI model shadow testing, and regulator-ready reports — test any product or model before it touches real members globally.
Full Production Isolation
The sandbox is completely separate from production — independent infrastructure, separate databases, and no shared compute. Testing a loan product cannot affect a real member's account globally.
Full Isolation
Synthetic Member Data
48,200 synthetic members with realistic loan histories, payment behaviours, KYC profiles, and transaction patterns — detailed enough to reveal real performance issues before launch globally.
Synthetic Data
AI Model Shadow Testing
Run a new AI model in shadow mode — it scores every real application without affecting decisions. Compare shadow scores to production decisions and measure what would have changed globally.
Shadow Mode
Product Configuration Testing
Configure new loan products, savings schemes, and fee structures in the sandbox — run UAT with test members, test edge cases, and validate calculations before any member sees the product globally.
UAT Testing
Regulator Sandbox Reporting
Generate regulator-ready sandbox reports — product design summaries, risk assessment, test outcomes, and safeguard documentation — meeting central bank sandbox programme requirements globally.
Reg Reports
Instant Reset & Reproducibility
Reset the sandbox to a known state in minutes — reproduce any test scenario, share test environments between team members, and version-control your test configurations globally.
Reset · Repro
Regulatory Sandbox
Test with confidence. Launch without risk.
zung.ai's Regulatory Sandbox gives every institution a fully isolated test environment — synthetic data, AI shadow testing, and regulator-ready reports across 180 countries globally.
Full isolationSynthetic dataReg-ready reportsSOC 2 Type II