AI Agents for Banking
Most advisory firms show you slides about agentic AI. We build the agents. Select a scenario, click "Run Agent", and watch it work — step-by-step reasoning, real outputs, full audit trail.
Try the Agents
Each prototype runs 3 realistic GCC banking scenarios. Select, click, and watch the agent reason through the workflow.
Credit Memo Agent
Analyses company financials, extracts key ratios, flags credit risks, and drafts a structured credit memorandum — complete with recommendation and conditions precedent.
Board AI Report Generator
Benchmarks the bank against peers, sizes AI opportunity across 4 value levers, prioritises use cases, identifies risks, and generates a board-ready AI strategy report with 90-day roadmap.
Regulatory Gap Analyzer
Scans the bank's AI governance posture against SAMA, SDAIA, CBUAE, and QCB frameworks — mapping every gap, scoring readiness per domain, and generating a prioritised 30/60/90-day remediation roadmap.
Model Risk Scorecard
Assesses AI model risk across 6 dimensions — data quality, performance stability, bias, explainability, operational resilience, and governance maturity — producing a validated risk tier with remediation priorities.
KYC Enhanced Due Diligence
Conducts full EDD investigations — tracing beneficial ownership, screening sanctions and PEP databases, analysing source of wealth, and generating a risk-scored report ready for MLRO sign-off.
Investment Bank Agent Ecosystem
Interactive heatmap of 42 agentic AI use cases across 7 investment banking divisions. Filter by complexity, criticality, and value lever. Understand where agents create the most impact — and where to start.
How We Deploy Agents
Identify
Map your highest-value agent opportunities using the Ecosystem Map. Score by impact, feasibility, and regulatory readiness.
Prototype
Build a working prototype in 2–4 weeks. Real scenarios, real data shapes, real outputs — not mockups or slide decks.
Govern
Wrap each agent in your governance framework — model risk scoring, explainability, audit trail, and human-in-the-loop controls.
Scale
Move to production with API integration, monitoring, and change management. Measure value. Expand the agent portfolio.
Ready to build your agent portfolio?
30-minute briefing. No slides. We'll map where agents can create the most value for your institution.
Book a Free Briefing →