How We Built Crewmate: A 15-Agent Autonomous Enterprise Fleet for Content Creators

Description and use

Crewmate is a 15‑agent autonomous fleet that automates contract review, revenue optimization, compliance, and content creation for creators, reducing manual effort and risk.

Problem

Content creators lack enterprise-grade multi-agent fleets to manage contracts, revenue, compliance, and growth, leading to costly oversights and missed opportunities.

Outcome

Crewmate automates contract review, revenue optimization, compliance checks, SEO metadata generation, B‑roll creation, and community moderation, reducing manual effort, speeding deal cycles, and mitigating legal and monetization risks for creators.

Workflow

• Upload a PDF contract to the web UI
• FastAPI gateway receives request and rate‑limits
• Model Armor screens prompts and redacts PII
• Orchestration Engine decomposes goal into sub‑tasks
• Parallel agents (Contract Reviewer, Revenue Optimizer, Brand Safety, Report Generator) process the contract
• Agents store results in Firestore and emit telemetry
• UI streams real‑time telemetry and displays counter‑proposals
• Creator reviews and accepts or modifies outputs
• Agents update state and log actions for future reference

Evidence

Crewmate implements a strict 7-layer decoupled architecture adhering 100% to the Gemini Enterprise Agent Platform (GEAP) specification

Source

Uploading a PDF contract triggers 4 parallel agents (Reviewer, Revenue, Brand Safety, and Report Generator) with zero follow-up prompting needed

Source