AI Prediction Engine for Middle East Banks

Predict Anything
in Banking

Upload internal reports, regulatory filings, or market data — Predict Banking generates a parallel world of millions of AI agents to simulate outcomes across every department of your bank.

Built for GCC banks. Powered by swarm intelligence. From risk to retail, predict before you decide.

8+
bank departments
10M+
max agents
5
pipeline stages

UAE Mortgage Use Case launches instantly with a pre-loaded scenario — no upload required.

◇ Workflow Sequence

5-Stage Prediction Pipeline

From raw banking data to actionable intelligence — fully automated, end-to-end.

01
Graph Build
Extract banking entities, regulations, and relationships — inject into GraphRAG knowledge base
02
Environment Setup
Generate AI agent personas (customers, regulators, competitors) and configure simulation parameters
03
Run Simulation
Run parallel multi-agent simulations across banking scenarios with dynamic memory updates
04
Report Generation
ReportAgent synthesises findings into structured banking intelligence reports
05
Deep Interaction
Chat with any simulated agent — customers, regulators, analysts — or query the ReportAgent

◆ Use Cases by Department

Every Department. Every Decision.

Predict Banking is built for all divisions of GCC and Middle East banks. Click any department to pre-fill a prediction prompt — then upload your document and launch.

◈ Sample Document Library

Start Testing Immediately

Six anonymised, realistic Middle East banking documents — each pre-loaded with a suggested prediction prompt. Click Use This Document to instantly load it into the engine.

Mortgage Portfolio Stress Test
Risk Management · 4.5 KB

Q3 2025 stress test on a retail mortgage portfolio — 3 rate/property scenarios, NPL projections, and capital impact.

Suggested Prompt

If EIBOR rises 150bps over the next 6 months, which customer segments will first enter arrears and at what rate? How will a 15% property price correction affect collateral coverage ratios?

CBDC Pilot Impact Assessment
Digital Banking · 4.8 KB

Assessment of a retail CBDC pilot — deposit disintermediation risk, payment revenue erosion, and competitive response strategies.

Suggested Prompt

How will different customer segments respond to CBDC availability in the first 90 days? What is the likely competitive response from major incumbent banks, and how will it affect our market position?

Corporate Credit Portfolio Review
Corporate Banking · 5.2 KB

Annual review of a corporate loan portfolio — construction sector stress from government payment delays, oil price sensitivity, and watch-list accounts.

Suggested Prompt

If government infrastructure payments are released in Q1 2026, how quickly will the construction sector recover? What is the probability of a systemic restructuring event and contagion to real estate?

AML/CFT Compliance Assessment
Compliance · 5.9 KB

2025 annual AML risk assessment — PEP exposure, FATF grey-list scenarios, transaction monitoring performance, and regulatory examination findings.

Suggested Prompt

If the bank is subject to a FATF grey-list scenario (hypothetical), how will correspondent banks respond and what will be the impact on trade finance? How will AML typologies evolve over the next 3 years?

Treasury ALM Report
Treasury & ALM · 5.2 KB

Q3 2025 ALM position — a multi-billion balance sheet, IRRBB EVE sensitivity, NIM outlook, and liquidity stress under rate scenarios.

Suggested Prompt

If the US Federal Reserve cuts rates by 150bps over 12 months, how will NIM evolve and what is the optimal balance sheet repositioning? How will retail depositors respond to a 50bps rate reduction?

Open Banking Strategy
Digital Banking · 5.7 KB

Competitive strategy for an Open Finance Framework — TPP revenue threats, account aggregation switching risk, and platform vs. embedded finance options.

Suggested Prompt

How will retail banking customers respond to open banking in the first 12 months? If a major global neobank enters the market using open banking APIs, what is the impact on our retail customer base?

■ System Status: Ready

Start a Prediction

Upload internal reports, regulatory documents, market data, or any unstructured banking data to initialise the simulation.

01 / Data SeedSupported: PDF, MD, TXT

Drag & drop files here
Internal reports, regulatory filings, market data, loan books, or any banking document

or

02 / Prediction Goal
Engine: Predict Banking v1.0
Region: GCC / Middle East