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Brief vs Oridio

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

Brief compared with Oridio
DetailBrief logo Brief Oridio
What it doesAI navigates your team from vision to impact at speed Security runtime for autonomous AI agents and multi-agent workflows
StageStartup MVP
Founded2024 Not given
Based inUS Not given
Pricing modelFreemium Free trial
PricingFree: $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), Starter: $29/mo with 7-day free trial, 250,000 requests/mo, 1,500 mins sandbox compute, 5 custom Wasm rules. Pro: $79/mo, 1,000,000 requests/mo, 5,000 mins sandbox compute, unlimited custom Wasm policies. Enterprise: Custom pricing. Pay-as-you-go overages: $8 per 100k extra requests and $0.005 per m
Key features
  • 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
  • L4/L7 Proxy Interceptor for inline A2A and MCP protocol interception
  • Sub-millisecond Wasm guardrails and PII redaction under 1.2ms
  • Financial circuit breakers and spend locks with multi-node Redlock consensus
  • Firecracker MicroVM sandboxing for untrusted code execution
  • Human-in-the-Loop asynchronous state hydration for approval workflows
  • Slack integration for approval requests and notifications
  • Zero agent refactoring with drop-in integration
  • Support for LangGraph, CrewAI, AutoGen, and Claude frameworks
  • 99.99% uptime SLA for data plane proxy on Pro and Enterprise tiers
What makes it different
  • 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
  • Infrastructure-level security enforcement outside agent context prevents prompt injection bypasses
  • Sub-5ms p99 latency overhead with fail-closed guarantees
  • Memory-safe Rust implementation with WebAssembly policy execution
  • Zero payload retention and data sovereignty with SAML/OIDC support
Community votes00
DR (Domain Rating by Ahrefs)39 +1 (up) since last checkNot checked yet no change since last check
Trust Flow (Majestic)190
Citation Flow (Majestic)270
Referring domains (Majestic)2280

6 details filled in for both companies.

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