ForceFlake AI
Your Salesforce Org, Understood by AI
Sync user stories, analyze metadata, generate documentation, and chat with your org — all powered by AI.
Features
Everything you need to master your Salesforce org
ForceFlake AI combines metadata intelligence with business context awareness, giving your team complete visibility and AI-powered insights across your entire Salesforce org.
Org Explorer
Browse, search, and filter all metadata, user stories, business requirements, and org components in one unified view powered by AI.
Core FeatureChange Timeline
Real-time monitoring of every metadata change with AI-powered risk assessment. Visual timeline showing who changed what and when.
Real-TimeAI Chat Assistant
Conversational AI powered by Anthropic Claude with RAG that understands your org metadata and business context. Ask anything naturally.
AI PoweredImpact Dashboard
AI-powered analysis connecting metadata changes to business impact. Understand how changes affect user stories and business processes.
Risk PreventionDocument Center
Auto-generate technical and business documentation for any component or process. Living docs that evolve with your org and requirements.
Auto-GeneratedKnowledge Base Sync
Synchronize your entire org metadata into a vector-embedded knowledge base. Powers semantic search and RAG capabilities.
Vector SearchEmail Alert Subscriptions New v1.6
Subscribe to configurable email notifications for metadata changes. Filter by component types and risk-level thresholds.
NotificationsGetting Started
Up and running in minutes
Install from AppExchange, connect the AI gateway, and start exploring your org with AI-powered intelligence.
Install from AppExchange
Find ForceFlake AI on the Salesforce AppExchange and install the managed package. All components deploy automatically.
Assign Permissions
Assign the FF_AI_Admin permission set to grant access to all ForceFlake AI features including Metadata Explorer, AI Chat, and Change Timeline.
Gateway Auto-Connects
The secure Heroku AI gateway connects automatically during installation. No manual configuration required.
Sync Your Knowledge Base
Sync your org metadata and business artifacts like user stories, requirements, and process docs. This creates vector embeddings powering the AI with deep org and business understanding.
Start Exploring with AI
Open AI Chat and ask anything about your org. Browse metadata, analyze business impact, trace user stories to components, and generate documentation.
AI-Powered
Your Salesforce org, understood by AI
ForceFlake AI uses Retrieval-Augmented Generation (RAG) powered by Anthropic Claude to provide contextual, accurate answers about your Salesforce org — from metadata structure to business requirements and user stories.
- ✓ Natural language queries about your org's objects, fields, flows, and code
- ✓ AI-generated documentation for any component with one click
- ✓ Impact analysis predicting downstream effects of changes
- ✓ Architecture recommendations based on your current setup
- ✓ Smart change risk assessment for every metadata modification
- ✓ Semantic search across your entire metadata knowledge base
Architecture
Secure, scalable, Salesforce-native
Built on the Salesforce-Heroku trust boundary with enterprise-grade security and zero data leakage.
Salesforce Org
- Lightning Web Components (UI)
- Apex Controllers (Logic)
- Custom Objects (Data)
- Scheduled Jobs (Monitoring)
- Permission Sets (Security)
Heroku Gateway
- Node.js / Express API
- AI Processing Engine
- PostgreSQL + pgvector
- Vector Embeddings
- Anthropic Claude API
How ForceFlake AI Compares
See how ForceFlake AI stacks up against the leading Salesforce metadata management tools across key capabilities.
| Capability | ForceFlake AI | Gearset | Metazoa | Elements.cloud | Copado |
|---|---|---|---|---|---|
| Metadata Change Detection | ✓ | ✓ | ✓ | ✓ | ✓ |
| Who Changed What / When | ✓ | ✓ | ✓ | ✓ | ✓ |
| AI-Powered Requirement Linking | ✓ | ✗ | ✗ | ✗ | ✗ |
| Conversational Org Querying | ✓ | ✗ | ✗ | ✗ | ✗ |
| Auto-Generated Living Documentation | ✓ | ✗ | Partial | Partial | ✗ |
| Dependency Graph Visualization | ✓ | ✓ | ✓ | ✓ | ✓ |
| AI Impact Prediction | ✓ | ✗ | ✗ | ✗ | ✗ |
| Requirement-Aware Tech Debt Detection | ✓ | ✗ | ✗ | ✗ | ✗ |
| User Story Management | ✓ | ✗ | ✗ | ✗ | Via Jira |
| RAG-Powered Chatbot | ✓ | ✗ | ✗ | ✗ | ✗ |
| CI/CD Pipeline Integration | Roadmap | ✓ | ✗ | ✗ | ✓ |
| Deployment Automation | Roadmap | ✓ | ✓ | ✗ | ✓ |
| Org Cleanup / Archival | ✗ | ✗ | ✓ | ✗ | ✗ |
| Sandbox Management | ✗ | ✓ | ✓ | ✗ | ✓ |
| Starting Price | $29/user/mo | $100+/user/mo | $1,000+/year | $7.50/user/mo | $300+/co/mo |
✓ Core capability • ✗ Not available • Partial = Limited support • Roadmap = Planned development
Ready to supercharge your Salesforce org with AI?
Map dependencies between metadata components and business processes. Understand how changes ripple through user stories, workflows, and downstream systems before deploying.