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withHuman vs Pipeline

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

withHuman compared with Pipeline
DetailwithHuman logo withHumanPipeline logo Pipeline
What it doesThe approval layer for AI agents AI agent team for B2B outbound with native LinkedIn automation
StageNot given Not given
FoundedNot given Not given
Based inUS Not given
Pricing modelFreemium Paid
PricingOpen Source: free and self-hosted. Free: $0/month hosted plan with up to 5 members. Scale: $20 per user per month. Enterprise: Custom annual contract. Founding 50 seats: $99/month locked for life. After founding cohort fills: $149/month. Pure BYOK model with no credits or usage markup. Provider costs (typically $20-$60/month) paid directly to providers.
Key features
  • Tool call interception for all agent frameworks
  • Automatic approval rules to prevent fatigue
  • AI judge for complex rule evaluation
  • Works with LangGraph, CrewAI, Mastra, Claude Agent SDK and more
  • Open Agent Approval Protocol for framework independence
  • Self-hosted or cloud-hosted deployment options
  • Custom permission policies and organization controls
  • Five-agent team (Strategist, GTM Engineer, Reply Agent, SDR Agent, GTM Lead)
  • Hosted MCP server for external agents
  • Pipeline-gtm CLI for coding agents
  • REST API with OpenAPI specification
  • Data enrichment tables
  • Buying-signal tracking
  • 285 documented API operations
What makes it different
  • Framework-agnostic: works with any AI agent through the open Agent Approval Protocol
  • No vendor lock-in: open source spec and SDKs let you swap providers without rewriting agents
  • Comprehensive audit trail for accountability and compliance
  • Meets reviewers where they work with multi-platform notifications
  • Policy-based routing to eliminate approval bottlenecks
  • Pure BYOK model with no usage credits or markups
  • One workspace contract across CLI, MCP, SDK, and REST
  • Deterministic operations that never invoke AI
  • Done-for-you service with transparent operator-led execution
Community votes00
DR (Domain Rating by Ahrefs)30 −1 (down) since last checkNot checked yet no change since last check
Trust Flow (Majestic)60
Citation Flow (Majestic)2810
Referring domains (Majestic)484

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