Mujtaba Ayub

Strategy, insights & analytics APAC & MENA

Work/Purpose-built AI

The Monday morning brief

A working prototype that reviews the week's market developments and reports only the items a general manager would act on.

Organisation
Personal project
Status
Prototype
Focus
AI agents, market monitoring
market data anomaly detected detect agent investigate agent draft agent Monday brief decision-ready ยท every Monday

Context

Market monitoring tools collect a large volume of news and leave the reader to decide what matters. Most of what they surface is not material to any particular decision.

Mandate

Build a weekly brief that filters for relevance rather than volume.

Approach

A set of agents gathers developments across defined topics, then assesses each one against what a general manager in a given business would care about. Items that do not meet that test are dropped rather than summarised.

Outcome

The brief runs weekly and is short by design. It remains a working prototype rather than a deployed product.