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Atomicwork 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.

Atomicwork compared with Custodian Labs
DetailAtomicwork logo AtomicworkCustodian Labs logo Custodian Labs
What it doesAI Workforce platform for enterprise IT service management and automation Deploy production-grade AI agents in 2 minutes with built-in PII protection
StageNot given Not given
FoundedNot given Not given
Based inUS NZ
Pricing modelPaid Freemium
PricingProfessional plan: starts from $25,000/year with 25,000 credits, 2 AI Coworkers. Business plan: flexible pricing sized to business needs with 5 AI Coworkers. Enterprise plan: custom contract with volume discounts and 10 AI Coworkers. Outcome-based pricing available: Knowledge Support at $1 per outco 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 Coworkers with role-based capabilities for IT operations and service delivery
  • Identity and access provisioning automation
  • Integrations with ServiceNow, Jira, Okta, Workday, and 100+ apps
  • 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
  • AI Coworkers own complete job roles, not just individual tasks
  • Flexible outcome-based pricing aligned to business results
  • Full AI Workforce governance with control plane and role-based access
  • 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)60 no change since last check3 no change since last check
Trust Flow (Majestic)219
Citation Flow (Majestic)4123
Referring domains (Majestic)64852

6 details filled in for both companies.

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