Featured Insights from Mal7
The latest insights, ideas, and perspectives from Mal7. Explore decision-ready content on the governance, architecture and operating models shaping enterprise AI in the GCC.
J.P. Morgan's Digital Twin of Company Cash Flow
J.P. Morgan's liquidity twin shows how banks can simulate risk and return measurable answers from existing systems without waiting for a full core rebuild.
Mastercard Is Funding the Layer Above the UAE Retail Bank
Mastercard's UAE Lighthouse programme signals a new layer of retail banking competition, where customer agents compare, choose and execute above the banking app.
The FSB Has Reclassified Your AI Agents as Employees
The Financial Stability Board wants firms to adapt human resources controls to autonomous AI agents, turning agent governance into a synthetic-employee accountability problem.
Whose Transformation Is It Anyway?
Vendor influence is not a reason to avoid vendors. It is a reason for buyers to keep authorship of the problem, metrics, data and transformation logic.
Saudi Arabia's 8% AI Efficiency Minimum
Saudi Arabia's 8% efficiency minimum turns AI procurement into a production audit test measured on the institution's own systems after handover.
Decision-Grade Data: The Missing Layer in Enterprise AI Agents
Vector stores help agents find information. Critical Data Elements help enterprises decide what information agents are allowed to trust.