How do you get a weighted sales forecast rebuilt every week?
A sales forecast AI Employee that rolls your open pipeline into a weighted forecast against quota by stage, rep, and segment, flags the deals slipping the quarter, and posts it to your team. Read only: it never touches a deal's amount or close date.
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Every sales org has a number it's chasing every quarter, and most reconcile it the same way: someone pulls open deals out of the CRM, weights them by gut feel or a spreadsheet formula nobody remembers building, and calls it the forecast. It's accurate for about a day, the day it was built, and it says nothing about the deal whose close date quietly slid past last week, or the six figure deal that hasn't had a logged activity in a month. A stage by stage pipeline view and a real forecast are different things. The pipeline says a deal is "open" in "Proposal Sent"; it doesn't say whether it's on track to close this quarter, whether the rep's commit matches what the stage implies, or whether a big deal has quietly gone stale. Turning open deals into a forecast means weighting each by how likely its stage really is to close, rolling that up three ways, and comparing it to quota, stale the moment it's built and dependent on someone remembering to run it.
Each week the sales forecast AI Employee reads the CRM read only, pulls every open deal, with its stage, amount, close date, owner, and segment, weights each by the win probability already configured on its pipeline stage, and rolls the weighted amounts up by stage, by rep, and by segment. It compares the total to this quarter's quota, flags deals whose close date has slipped or that lack the runway to close in time, calls out large deals showing other risk signals, and posts the whole forecast. It writes nothing back to the CRM.
See exactly how the work gets done.
Runs weekly, from current state
A scheduled run fires once a week and rebuilds the forecast from the CRM's current state every time, so it never drifts from what's actually in the pipeline.
Carries your rollup rules
How deals get weighted, which count toward this quarter, and what "slipping" and "at risk" mean travel with it as a skill: weight by the probability already configured on each stage rather than a hardcoded guess, count a deal by its close date, and flag it as slipping when the date has passed or the stage leaves too little runway.
Reads the CRM, with permissions you set
It reads open deals, with amount, stage, close date, owner, and segment, and each stage's configured win probability, used as the weighting instead of an assumption. Credentials stay in memory, never exposed to the model.
Read only, no exceptions
It has no write access to a deal's amount, close date, stage, or owner. It cannot change the number tied to any deal, no matter what the rollup shows. Its only output is the weekly post.
Posts the forecast
Each week brings one post: the total weighted forecast against quota, the breakdown by stage, rep, and segment, the deals that have slipped or are running out of runway, and the large deals showing other risk. The team reads it and decides what to do.
Runs in your environment
Every run is isolated inside your own infrastructure, reaching only the CRM and the channel it posts to.
Read only, no exceptions
It never changes a deal's amount, close date, stage, or owner. It can only report on what it finds.
Permissions you set
The CRM credential stays in memory, injected at run time, never exposed to the model or written to logs.
You own the rules
The weighting rule, the quarter window, and the slipping and at risk criteria are yours, versioned and changed on your terms, not in a dashboard.
The forecast someone used to rebuild by hand the week before the call now arrives every week from current pipeline data, with the deals putting the number at risk already called out by name. The AI Employee does the rollup; your team decides what to do about the quarter.
Every week
Forecast rebuilt from the CRM's current pipeline state
Read only
No deal amount, date, stage, or owner ever written
3 cuts
Stage, rep, and segment rolled up in one weekly post
Our free AI audit shows you where AI fits, what your security risks are, and gets your first AI employee working.
How do you draft a full RFP response without starting from scratch?
Parses each incoming RFP, drafts a full response from your vetted answer library and product docs, and flags every question it can't answer confidently. It drafts only and never submits.
×How do you walk into every renewal already prepped?
Surfaces every account 90/60/30 days from renewal with a usage packet and drafted outreach, and flags at risk accounts for the owner. It preps and drafts; the account owner sends, and it never touches price.
×How do you learn why deals are won and lost every week?
Reads closed deals from your CRM every week and posts the patterns by segment, competitor, price, and stage of death to Slack. Read only, one post per week, it never writes back.
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