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Resolve AI

Category: AI Agents

An AI-native operations platform that deploys autonomous software maintenance agents to detect, diagnose, and resolve production incidents and system outages. Resolve AI was founded in 2024. The company is led by Spiros Xanthos. Based in San Francisco, USA. Team size: 100-150. Total funding raised: $160.0M. Latest round: Series A. Key investors include ["Lightspeed Venture Partners","Greylock","Unusual Ventures","Jeff Dean","Fei-Fei Li","Reid Hoffman","Jeff Lawson"].

Founded
2024
Headquarters
San Francisco, USA
Team size
100-150
Total funding
$160.0M

Value proposition

Reduces Mean Time to Resolution (MTTR) and prevents costly downtime by transitioning from passive monitoring to autonomous, agent-led remediation of complex software issues.

Products and solutions

["Autonomous SRE Agents","Automated Incident Remediation Engine","Production Maintenance Copilot","Observability-Native Diagnostic Layer"]

Unique value

Moves beyond traditional AIOps 'dashboards' by creating agents that don't just alert humans, but actually execute code fixes and infrastructure changes to resolve live production issues.

Target customer

Enterprise DevOps teams, Site Reliability Engineering (SRE) departments, and large-scale SaaS providers.

Industries served

["Cloud Computing & SaaS","Financial Services & Fintech","E-commerce & Retail Tech","Telecommunications","Enterprise Software"]

Technology advantage

Founded by the co-creators of OpenTelemetry, the platform leverages deep-tier observability data and specialized LLMs trained on distributed systems to perform high-context troubleshooting that general-purpose AI cannot achieve.

How they differentiate

Unlike traditional AIOps that focus on alerting, Resolve AI uses autonomous agents that leverage OpenTelemetry context to execute actual code fixes and infrastructure changes.

Main competitors

["Shoreline.io","PagerDuty","BigPanda"]

Key partnerships

["Major Cloud Service Providers (AWS, Azure, GCP)","Observability ecosystem partners (Splunk, Datadog)","Strategic backing from AI luminaries (Jeff Dean, Fei-Fei Li) and top-tier VCs (Lightspeed, Greylock)"]

Notable customers

["Enterprise DevOps Teams","Large-scale SaaS Providers","Financial Services Institutions"]

Major milestones

["Founded in 2024 by co-creators of OpenTelemetry","Exited stealth mode with significant seed backing in 2024","Achieved Unicorn status with $1B valuation in February 2026"]

Growth metrics

Reached Unicorn status ($1B valuation) within 2 years of founding; Estimated ARR between $4M - $11M.

Market positioning

High-end Enterprise Autonomous SRE and Software Maintenance platform.

Geographic focus

North America and Global Enterprise markets.

Patents and IP

Proprietary autonomous remediation logic and agentic workflows (specific public patent filings not disclosed as of latest update).

About Spiros Xanthos

Spiros Xanthos is a distinguished technology executive and serial entrepreneur with a specialized focus on observability, AIOps, and distributed systems. Before founding Resolve AI, he served as the SVP and General Manager of the Observability business unit at Splunk, a position he moved into after Splunk acquired his startup, Omnition (where he was Co-founder and CEO). His entrepreneurial track record includes co-founding Loggly (acquired by SolarWinds) and co-founding the Log Insight product at VMware. He is globally recognized as a co-creator of OpenTelemetry, the CNCF industry standard for cloud-native observability.

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