BuiltMarketplace BetaDesigned and built solo
AgencyForecast
01
The problem
Agencies model their clients’ businesses constantly and their own almost never. The question of which lever actually moves agency profit usually gets answered by instinct.
02
What I built
A six-tab business intelligence prototype modelling the agency itself: an adaptive forecast engine weighting trend, seasonality, momentum, and mean-reversion components with an adjustable horizon and a retrain step; a P&L waterfall and margin trend; an interactive growth-lever simulator with live projected revenue; a categorised growth playbook; and a market intelligence view.
03
What changed
Turns agency economics into something you can interrogate rather than argue about.
Stack
ReactRechartsWeighted ensemble forecasting
Heuristic weighted ensemble — not a trained machine learning model.