Resolve AI

Resolve AI provides an AI-powered platform for running and operating software in production environments. The company was founded in 2024 by Spiros Xanthos and Mayank Agarwal, who previously worked together at Splunk and co-created the open-source project OpenTelemetry. Their shared history extends back 20 years to their time in graduate school at the University of Illinois Urbana-Champaign, and they have collaborated on building multiple development and observability tools, leading to two prior company exits to VMware and Splunk.

Resolve AI is pioneering a category referred to as "AI for prod," which utilizes a multi-agent AI system to autonomously manage software operations post-deployment. The platform acts as an "AI Production Engineer" by troubleshooting, diagnosing, and resolving production issues, aiming to reduce manual operational tasks for engineering teams. It integrates with common development and operations tools like AWS, Kubernetes, GitHub, and Slack to analyze telemetry data, source code, and cloud infrastructure. This allows the system to identify the root causes of incidents, suggest remediation actions, and handle operational tasks through natural language queries. The platform aims to autonomously resolve 80% of alerts without human intervention, thereby reducing mean time to resolution (MTTR).

The company's business model targets enterprise clients, with notable customers including Coinbase, DoorDash, Salesforce, Zscaler, DataStax, and Blueground. Resolve AI secured $35 million in a seed round led by Greylock in 2024 and followed up with a $125 million Series A round in February 2026, led by Lightspeed Venture Partners, reaching a $1 billion valuation. This funding is intended to accelerate product development and expand its engineering and go-to-market teams.

Keywords: AI for prod, production operations, software reliability, agentic AI, incident resolution, site reliability engineering, SRE, observability, autonomous operations, MTTR reduction, software maintenance, production systems, DevOps automation, telemetry data analysis, cloud infrastructure management, OpenTelemetry, incident investigation, production engineering, software operations