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Sabli vs Lightrun

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

Sabli compared with Lightrun
DetailSabli logo SabliLightrun logo Lightrun
What it doesAI minds of real experts, on demand AI agents with operational context to prevent and resolve failures across enterprise software, systems, and processes
StageNot given Established
FoundedNot given 2019
Based inNot given Not given
Pricing modelFreemium Not given
PricingFree: 3 free answers when you sign up with no card required. Day pass: €5.99 for 10 credits valid for 24 hours, one payment with no renewal. Plus: €19 per month for 50 credits, cancel anytime. Signature minds (well-known experts) cost 3× credits: 3 credits for an answer, 9 credits for a full deliver Free Plan at $0 with limited Lightrun AI SRE features; Pro and Enterprise plans available at custom pricing by contacting sales.
Key features
  • Browse expert minds free, with sample answers and expert profiles visible without signing in
  • Ask minds on the web and inside Claude, Cursor, Slack, Notion and other AI tools via MCP
  • Upload documents or paste links with your question for context
  • See price before asking, choosing between quick answers (1 credit) or full deliverables like PRDs (3 credits)
  • Direct contact option with the real expert from any answer
  • Private questions and answers, never used to train other models
  • Automatic credit refund if a mind cannot answer your question
  • 3 follow-up questions free on every answer with Plus plan
  • Verified experts with real credentials and professional background
  • 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
What makes it different
  • Real expert approval: every AI mind is built with and approved by a verified professional
  • Experts are paid per answer (40% of answer price, 60% for Signature minds), aligning incentives
  • Expert judgment starting from their actual methods and past decisions, not generic AI advice
  • Works inside your existing tools (Claude, Cursor, Slack, Notion) via MCP, not a separate platform
  • Automatic expert matching: system finds the best expert for each question, never by payment
  • 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
Community votes00
DR (Domain Rating by Ahrefs)Not checked yet no change since last check65 no change since last check
Trust Flow (Majestic)814
Citation Flow (Majestic)2035
Referring domains (Majestic)10569

4 details filled in for both companies.

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