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Lightrun 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.

Lightrun compared with Custodian Labs
DetailLightrun logo LightrunCustodian Labs logo Custodian Labs
What it doesAI agents with operational context to prevent and resolve failures across enterprise software, systems, and processes Deploy production-grade AI agents in 2 minutes with built-in PII protection
StageEstablished Not given
Founded2019 Not given
Based inNot given NZ
Pricing modelNot given Freemium
PricingFree Plan at $0 with limited Lightrun AI SRE features; Pro and Enterprise plans available at custom pricing by contacting sales. 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 agents with operational context across software, systems and business processes
  • Custom agents tailored to enterprise landscape including legacy services
  • Approval gates and confidence thresholds for agent actions
  • Enterprise compliance with ISO 27001 and SOC 2 Type II certification
  • TLS 1.3 encryption in transit and AES-256 encryption at rest
  • Dynamic telemetry and performance metrics collection
  • Multi-instance debugging for Kubernetes and Serverless
  • IDE plugins for IntelliJ, PyCharm, WebStorm and VS Code
  • PII redaction and data privacy controls
  • Reduced MTTR from hours to minutes
  • 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 platform combining AI agents with full operational context of enterprise systems
  • Reduces incident resolution time by 90%
  • Works across legacy systems, SAP and modern platforms
  • 763% ROI and $5.62M NPV over three years
  • Enterprise-grade security with logical tenant separation and AI sandboxes
  • 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)65 no change since last check3 no change since last check
Trust Flow (Majestic)149
Citation Flow (Majestic)3523
Referring domains (Majestic)56952

4 details filled in for both companies.

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