AI Control Center vs Brief

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

AI Control Center compared with Brief
Detail	AI Control Center	Brief
What it does	Track and optimize spending across multiple AI providers from one dashboard	AI navigates your team from vision to impact at speed
Stage	Not given	Startup
Founded	Not given	2024
Based in	Not given	US
Pricing model	Freemium	Freemium
Pricing	Starter: $49/month (3 AI Providers, 5 Team Members, 7-day History). Pro: $149/month (10 AI Providers, 25 Team Members, 30-day History, API Access). Business: $499/month (Unlimited Providers, Unlimited Members, 90-day History, Webhooks & Integrations, SSO). Enterprise: Custom pricing. All include 7-d	Free: $0/month with 50 AI credits. Pro: $49/month per seat with 200 AI credits per seat (15% discount for annual: ~$42/month). Teams: $89/month per seat with 500 pooled AI credits and 5-seat minimum (15% discount for annual: ~$76/month). Enterprise: Custom pricing. Overage rates: $0.10/credit (Pro),
Key features	Connect multiple AI providers (OpenAI, Anthropic, Gemini, Bedrock, Azure, custom endpoints) Real-time cost analytics by provider and model Cost-saving recommendations based on actual usage Secure API key vault with reveal-once pattern Provider health monitoring with uptime and response time Role-based access control (owner, admin, developer, analyst, viewer) Audit logs for all key rotations and team changes Two-factor authentication (TOTP-based) Webhook alerts for budget, outages, and errors Usage history (7-day, 30-day, or 90-day depending on plan)	Navigate AI agents to product context via MCP Capture and search product decisions automatically Integrate with Cursor, Claude Code, Windsurf, and CLI Connect to Slack, Notion, Linear, GitHub, and more Build your Product Graph from existing tools 95% decision compliance when agents access Brief 8/8 merge-ready tasks with Brief versus 2 of 8 without 68% cost reduction per merge-ready task Admin dashboard for team usage visibility SSO and security controls for Enterprise
What makes it different	Recommendations calculated from real usage and real pricing, not generic estimates Single dashboard for all AI providers instead of separate logins per vendor API key management with reveal-once pattern for security Team collaboration with role-based access and audit trails Sits on top of existing provider accounts without replacing them	Navigates AI agents to why decisions were made, not just what code does Extracts decisions automatically from existing tools without workflow changes Immediate value: see results in minutes by connecting your tools Enables AI agents to build the right features with full context
Community votes	0	0
DR (Domain Rating by Ahrefs)	Not checked yet no change since last check	40 no change since last check
Trust Flow (Majestic)	17	19
Citation Flow (Majestic)	19	27
Referring domains (Majestic)	19	228

5 details filled in for both companies.

More alternatives to AI Control Center More alternatives to Brief