clari-forecasting

name	clari-forecasting
description	Clari revenue operations platform for AI-powered forecasting
allowed-tools	["Read","Write","Glob","Grep","Bash","WebFetch"]
metadata	{"specialization":"sales","domain":"business","priority":"P0","integration-points":["Clari API"]}

Clari Forecasting

Overview

The Clari Forecasting skill provides integration with Clari's revenue operations platform, enabling access to AI-powered forecast data, pipeline inspection analytics, deal activity signals, and forecast scenario modeling. This skill transforms revenue forecasting from opinion-based to data-driven.

Capabilities

AI-Powered Forecasting

• Retrieve AI-generated forecast predictions
• Compare AI forecast vs rep/manager calls
• Track forecast accuracy over time
• Identify forecast bias patterns

Pipeline Inspection

• Access detailed pipeline analytics
• Track pipeline changes week-over-week
• Monitor deal slippage and push patterns
• Analyze stage conversion rates

Deal Activity Signals

• Track engagement activity on deals
• Monitor stakeholder involvement
• Identify deals at risk of stalling
• Measure momentum indicators

Scenario Modeling

• Run forecast scenario simulations
• Model best/worst/likely outcomes
• Assess sensitivity to key deals
• Plan contingency strategies

Usage

Weekly Forecast Review

Pull the current AI forecast alongside manager calls, identifying significant variances and at-risk commits.

Pipeline Health Analysis

Analyze pipeline coverage, velocity, and conversion rates to identify gaps requiring immediate attention.

Deal Risk Assessment

Evaluate deals based on engagement signals and activity patterns to prioritize intervention.

Enhances Processes

• revenue-forecasting-planning
• pipeline-review-forecast
• deal-risk-assessment

Dependencies

• Clari platform subscription
• CRM integration (Salesforce, HubSpot, etc.)
• Historical data for AI model training