# Forecast Builder

Submit a forecast you can actually stand behind

## What this agent does

Combines conversation signals, engagement data, and historical patterns to generate a call-level forecast for every rep. Flags where reps are over-inflating commit and where conservative reps are sandbagging. Gives managers a data-backed number to roll up.

## Capabilities

- AI-assisted forecasting
- Rep-level analysis
- Sandbag detection
- Commit validation

## Use cases

1. Generate an AI-assisted forecast alongside your rep's commit
2. Identify reps who consistently over-forecast and coach accordingly
3. Surface the specific deal risks that could move the number

Powered by Airspeed

### CRM Automation

This agent is built on Airspeed's CRM Automation capability. It runs automatically as part of your revenue execution workflow - no manual trigger required.

[Learn about CRM Automation](/content/academy/platform/crm-automation/index.html)

Key metric

+34% Improvement in forecast accuracy

## Questions about AI agents in sales

### How do Airspeed's AI agents differ from workflow automation tools?

Traditional workflow automation runs on predefined rules and static triggers. Airspeed's AI agents understand the actual content of sales conversations - what was said, how it was said, and what it signals about a deal. They use that context to generate recommendations, update records, and take actions that a rule-based system could never anticipate.

### Do AI agents require manual configuration before they work?

Most agents become productive from day one by learning from your existing call recordings and CRM data. There is no scripting or template-building required. Agents calibrate to your specific process, language, and win patterns as they process more of your conversations.

### How do agents write data back into our CRM?

Airspeed integrates natively with Salesforce and HubSpot. When an agent extracts deal information, identifies a next step, or updates a qualification field, it writes that data directly to the corresponding record in your CRM - with full audit trails so reps can see exactly what changed and why.

### Do agents run per rep or across the team?

Agents run at both the individual and team level. Coaching agents operate per-rep, generating personalized feedback based on each person's own call history. Pipeline and forecasting agents operate across the full team, giving managers and revenue leaders a consolidated view.

## See how Airspeed's AI agents work in your workflow

Revenue teams at Foleon, Qdrant, and PriceFX automated their sales execution with Airspeed. Same-day setup, results in hours.