ChangeLabs Forge · Internal Environment
ChangeLabs Forge
The internal operating system for brand development at ChangeLabs. Forge centralizes client onboarding, AI-assisted content and deck creation, social strategy execution, and research — all under a single permissioned, audit-logged workspace.
Admin Workspace
Manage clients and stakeholders, run AI synthesis workflows, track costs, and control when deliverables are published or exported. Role-based access with full audit history.
What Forge does
- •Multi-stakeholder brand intake with submission gates and consensus synthesis
- •Governed AI artifact generation with version history, audit trail, and cost tracking
- •Structured content and deck creation with attempt-based drafting and surgical editing
- •Campaign strategy, editorial calendar generation, and social post execution
- •Goal-driven research and strategy documents published to a shared Context Library
- •Export-ready deliverables in PDF, DOCX, and direct Gamma deck output
Modules
Brand Onboarding
Multi-stakeholder intake, consensus synthesis, and governed artifact generation across 13 artifact types.
Content Studio
Structured AI writing workspace with attempt-based drafting, steering, Surgery Center, and Canon Coach.
Deck Studio
Slide-by-slide deck creation with a 56-type catalog, AI outline generation, and Gamma export.
Strategy Studio
Pre-deck strategy surface for validated commercial source documents with Research Bundles and Context Library publishing.
Social Content OS
Campaign management, AI-generated editorial calendars, and post-level execution across LinkedIn, Meta, and X.
Research Assistant
Goal-driven 3-phase evidence pipeline for producing structured Research Briefs.