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Lightrun vs Gradient 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 Gradient Labs
DetailLightrun logo LightrunGradient Labs logo Gradient Labs
What it doesAI agents with operational context to prevent and resolve failures across enterprise software, systems, and processes AI agents for financial services customer operations
StageEstablished Startup
Founded2019 2024
Based inNot given GB
Pricing modelNot given Contact for pricing
PricingFree Plan at $0 with limited Lightrun AI SRE features; Pro and Enterprise plans available at custom pricing by contacting sales. Outcomes-based pricing model where customers pay only for successful query resolutions. Integration options include day 1 value on Intercom, Zendesk or Freshdesk, typically delivering 20-50% resolution rate for easiest queries, or more comprehensive integration achieving 80-90% handling time automat
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
  • End-to-end dispute automation with evidence gathering and chargebacks
  • Collections agent for account arrears with personalized outreach
  • KYB automation with document verification and business checks
  • Insurance claims intake and processing
  • Customer service agent with conversation memory and action execution
  • Procedural agent controlled in plain language without coding
  • Built-in financial services compliance guardrails
  • Omnichannel support across phone, chat, email, SMS and social
  • Real-time monitoring and performance tracking
  • Multi-language support with same quality and compliance
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
  • Full operational depth covering back-office work that other AI agents avoid
  • Consistently higher CSAT than human teams with 98% customer satisfaction
  • No platform fees - pay only for successful query resolutions
  • Seamless integration with existing platforms without replatforming
Community votes00
DR (Domain Rating by Ahrefs)65 no change since last check55 no change since last check
Trust Flow (Majestic)1411
Citation Flow (Majestic)3537
Referring domains (Majestic)569458

6 details filled in for both companies.

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