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AgentLed vs Custodian Labs

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

AgentLed compared with Custodian Labs
DetailAgentLed logo AgentLedCustodian Labs logo Custodian Labs
What it doesBook meetings for you with the right customers, investors, design partners, and founders Deploy production-grade AI agents in 2 minutes with built-in PII protection
StageNot given Not given
FoundedNot given Not given
Based inNot given NZ
Pricing modelFreemium Freemium
PricingFree with 300 credits. Teams plan at €117.90/month with 10,000 shared credits per month, unlimited members and 5 workspaces. One-time credit top-ups available at €15 for 1,000 credits, €70 for 5,000 credits, or €130 for 10,000 credits. Custom plans available for agencies. Basic (Free): 100k tokens, 1k requests, GPT-6 Luna, email and community support. Starter: $19/month (was $49): 1m tokens, 10k requests, all models with newest first, priority 24/7 support, direct roadmap input, monthly 1:1 product call, free compliance assessment. Custom: contact for enterprise need
Key features
  • AI agent researches prospects and drafts personalized outreach
  • Human-in-the-loop approval system requiring review before any message sends
  • Integrates with existing tools: Clay, HubSpot, Calendly, Gmail, Slack, and 100+ other services
  • Persistent Knowledge Graph memory that learns from corrections and outcomes
  • Multi-model AI with Claude, GPT, Gemini, and Mistral support
  • MCP Server integration for Claude Code and Codex
  • ROI reporting tracking hours saved, cost avoided, and pipeline influenced
  • White-label option for agencies to deliver AgentLed under their own brand
  • Guardian Layer PII protection with remove, mask, transform or detect options
  • Support for over 100 AI models including OpenAI, Anthropic, Google, Mistral and open-source
  • Build with Python, JavaScript or visual no-code builder
  • Multi-agent routing with specialized agents on different models
  • Tools including web search, Gmail, X, URL scraping and document parsing
  • Built-in knowledge base with automatic retrieval, embeddings and citations
  • Zero infrastructure deployment with hosted endpoint and auto-scaling
  • Session memory included in deployments
  • Bring your own API key or use Custodian-managed models
  • Custom entity types for PII protection
What makes it different
  • Only sends messages and takes CRM actions that you have explicitly approved
  • Runs inside your existing tools instead of requiring you to switch platforms
  • Learns from call outcomes to automatically refine targeting and messaging for the next campaign
  • No per-seat fees; unlimited team members sharing one credit budget
  • Replaces manual work that a Clay agency would bill €5,500+ per month for
  • Guardian Layer proprietary PII protection keeps context while protecting sensitive data
  • Deploy production agents in 2 minutes with no infrastructure setup
  • One-line model switching across 100+ models without changing agent logic
  • Complete support agent with knowledge base and memory in 6 lines of code
  • Built-in multi-agent routing for specialized agent teams
Community votes00
DR (Domain Rating by Ahrefs)18 −1 (down) since last check3 no change since last check
Trust Flow (Majestic)49
Citation Flow (Majestic)2223
Referring domains (Majestic)4052

5 details filled in for both companies.

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