
A place for AI forward engineers and leaders
Watch sessions on building AI agents grounded in your governed data.


## The problemWhen an outsourced B2B sales agency is paid on meetings booked and revenue generated for clients, accurate forecasting is everything — but today it lives in spreadsheets that go stale the moment they're saved. Delivery managers spend their Mondays assembling data instead of acting on it, and pacing risks surface only after the miss.## What this app doesAn always-on forecasting and decision engine. On open, projected end-of-period outcomes are calculated for every client based on current pacing, historical conversion rates, and remaining working days. Deviation detection flags any funnel stage running more than fifteen percent behind. Managers adjust assumptions — connect rate, conversion rate, meeting target — and watch the cascade recompute live, then submit a locked forecast that records who decided what and when.## Key takeaways- Forecasts auto-generated from activity data, not rebuilt weekly- Pacing alerts surface risk before it becomes a missed quarter- What-if assumption changes recompute revenue impact instantly- Auditable forecast submission workflow for governance## Who it's forClient delivery managers, heads of service delivery, and revenue operations leaders at outsourced sales and B2B services firms.