Salesforce introduced AWUs to measure what AI does, not how much it talks. The shift is right — but tasks completed are not outcomes. Here is what actually matters in revenue intelligence, and why context is the deciding factor.

Salesforce Headless 360 exposed the entire platform as APIs, MCP tools, and CLI commands — the body of the agentic enterprise. The decision-making brain on top of it is a separate problem, and the one Spotlight.ai has been solving for two years.

Spotlight.ai customers achieve 3-4x pipeline conversion improvements, millions in incremental revenue, and thousands of workdays saved within 12 months. Here is the actual data, with the assumptions visible.

First meetings using a value hypothesis framework advance to a second meeting 47% more often than standard product-led discovery calls. Learn how to build a deck that leads with prospect-specific insight, not a vendor introduction.

Most business value assessments fail the CFO credibility test because they are built on vendor assumptions, not prospect data. Learn the four components of a BVA that survives executive scrutiny.

Evidence-based deal qualification scoring reduces end-of-quarter forecast surprises by 43% compared to gut feel and rep-submitted forecast categories. Learn how to build a scoring model that measures deal quality, not field completion.

Paper Process is the most underqualified element in MEDDPICC. Learn why 27% of enterprise deals stall after the verbal yes due to procurement, legal, and approval requirements that were never mapped during evaluation.

True champions bring others to meetings, frame objections before they surface, and follow up without being prompted. Learn how conversation intelligence identifies these signals automatically to distinguish champions from fans.

MEDDIC gets misused as a CRM checklist in most organizations. Learn how evidence-based MEDDIC coaching works as a coaching operating system that produces 31% higher manager coaching efficiency.

The Champion and Economic Buyer are two different roles in enterprise deals, and confusing them is one of the most common reasons qualified deals fail. Learn the three champion tests and how to qualify both roles with evidence.

Generic AI platforms summarize sales calls. Knowledge graph-powered revenue intelligence understands what those calls mean for deal quality, forecast accuracy, and rep coaching. Learn the difference.

CRM data decays at 2.1% per month and manual entry cannot keep pace with deal velocity. Learn how MCP-powered AI agents update CRM automatically from call and email signals, eliminating the manual entry bottleneck.