Use Cases — Sales

Forecast Agent

Produces weekly sales forecasts by combining CRM pipeline data, historical close rates, seasonal trends, and rep-level performance — delivering a structured report to sales leadership every Monday morning.

Deploy this agent All Sales agents

Billing unit

Per forecast generated

Pay only for the value delivered. No upfront cost.

The result

Leadership receives an accurate, data-driven forecast every Monday at 8am — automatically. The team spends forecast meetings discussing strategy, not updating numbers.

The problem

What happens without this agent.

Before

Sales forecasts are assembled manually from CRM exports and spreadsheets. The process takes half a day and the result is already outdated by the time it's shared.

How it works

Step by step: how the Forecast Agent operates.

Every action is logged, auditable, and executed inside your Microsoft 365 environment. Nothing leaves your tenant.

  1. 1

    Agent runs every Sunday evening from the CRM and historical data

  2. 2

    Calculates weighted pipeline by rep, region, and product line

  3. 3

    Applies historical close rate adjustments by stage and seasonality

  4. 4

    Compares forecast to monthly and quarterly targets

  5. 5

    Generates structured report: committed, best case, pipeline gap

  6. 6

    Posts to Sales Leadership channel in Teams with key callouts

Why it matters

Built for your Sales team.

The Forecast Agent is designed specifically for Sales processes. It connects to your existing systems, works inside your Microsoft 365 environment, and delivers measurable results from day one.

  • Zero upfront cost

    Development is fully covered. You pay only per forecast generated, starting from the first one the agent handles.

  • Inside your perimeter

    The agent operates entirely within your Microsoft 365 tenant. No data is shared with third-party platforms.

  • Agreed metrics, transparent pricing

    Before deployment, we agree what success looks like and how much each action costs. No surprises.

  • Production-ready in weeks

    We scope, build, and deploy in a structured sprint. Your team sees results within the first billing cycle.

Before vs. After

Without the agent

Sales forecasts are assembled manually from CRM exports and spreadsheets. The process takes half a day and the result is already outdated by the time it's shared.

With the agent

Leadership receives an accurate, data-driven forecast every Monday at 8am — automatically. The team spends forecast meetings discussing strategy, not updating numbers.

FAQ

Common questions about the Forecast Agent.

What does the Forecast Agent do?
Produces weekly sales forecasts by combining CRM pipeline data, historical close rates, seasonal trends, and rep-level performance — delivering a structured report to sales leadership every Monday morning.
What is the business impact of the Forecast Agent?
Leadership receives an accurate, data-driven forecast every Monday at 8am — automatically. The team spends forecast meetings discussing strategy, not updating numbers.
How is the Forecast Agent deployed?
The Forecast Agent is deployed directly inside your Microsoft 365 environment. It integrates with your existing tools — Teams, SharePoint, your Sales systems — through secure MCP connectors. There is zero upfront cost: the agent is built to your specifications and you pay only per forecast generated.
How much does the Forecast Agent cost?
The Forecast Agent follows theywork365's pay-per-action model: you pay only per forecast generated, with no upfront development fee. Pricing is agreed before deployment based on your expected usage volume. This means the ROI is calculable from day one.
Related agents

Other Sales agents you can deploy.

View all Sales agents

Ready to deploy the Forecast Agent?

Talk to an expert. We'll scope the agent to your exact processes in one call — no commitment required.

Talk to an Expert