The AI-Powered Metadata Intelligence Platform

ForceFlake AI provides an intelligent, zero-friction monitoring system that empowers Salesforce developers, administrators, and architects to automatically track every metadata change, connect modifications to original requirements, and eliminate the documentation blind spots that silently cripple multi-developer environments. Stop guessing what changed, who changed it, and why — ForceFlake AI knows.

Intelligent Change Detection

Continuously monitors your Salesforce org for metadata changes across custom objects, fields, flows, Apex classes, validation rules, permission sets, and more. Every modification is captured automatically with zero developer friction — no manual logging, no forgotten commit messages, no gaps.

AI-Powered Requirement Linking

Our AI engine analyzes each detected change and automatically maps it back to user story acceptance criteria, Jira tickets, and sprint goals. For the first time, you can trace any piece of metadata back to the business requirement that demanded it.

Living Documentation Engine

ForceFlake AI auto-generates human-readable documentation for every change, creating a continuously updated knowledge base that explains not just *what* exists in your org, but *why* it was built and *who* built it.

Architectural Insight Dashboard

Visualize the relationships between your metadata, understand dependency chains, and identify orphaned components that no longer serve any documented purpose — the hidden technical debt that traditional tools miss.

Change Impact Intelligence

Before your next deployment, understand the full blast radius. ForceFlake AI maps downstream dependencies and flags potential conflicts across developer workstreams, reducing failed deployments and sandbox surprises.