Resolve AI
AI agent that investigates and helps resolve production incidents like an SRE.
Resolve AI has fast funding and strong founders, but sits in a category where Datadog, PagerDuty, and incident.io are already shipping competing AI agents inside tools customers already own.
Resolve AI helps companies respond to system outages faster by connecting to all their monitoring tools and using AI to suggest fixes. The company has real customers and was founded by experienced engineers, but Datadog, PagerDuty, and incident.io have already built competing AI features into their own products, which makes it hard for Resolve to gain ground since their customers already own those other tools. The biggest question is whether Datadog's customers will actually use its new AI feature (called Bits AI SRE) regularly and stick with it, which would shrink Resolve's potential market to only companies that don't use Datadog.
Resolve AI's web traffic trend for Q3 2026 after the reported 34% QoQ July 2026 decline. Continued decline despite heavy hiring would confirm weakening demand-side interest.
Resolve AI announces a Series B round or valuation update. Timing, size, and valuation would indicate whether investor confidence is holding or eroding.
- $1.5B valuation after $40M extension
- Headcount grew from 3 to ~160 in 2.5 years
- Coinbase cut incident investigation time 72%
- Datadog and PagerDuty bundling native AI SRE features could collapse Resolve AI's addressable market.
- 34% QoQ web traffic decline in July 2026 against 150% YoY headcount growth signals possible demand softening.
- Resolve AI Labs proprietary domain model bet, launched April 2026, is unproven R&D with no public results.
- All customer impact metrics (Coinbase, Zscaler, DoorDash) are vendor claimed and unverified by third parties.
- Crowded field of well funded pure play rivals (Cleric, Traversal, Neubird, Metoro) targeting same buyers.
| Rival | Direction | Evidence |
|---|---|---|
| Datadog | gaining on | Shipped native Bits AI SRE feature inside existing observability platform, 2026 |
| PagerDuty | gaining on | Sells AIOps as a paid add on at about $699/month, reported 2026-02-27 |
| incident.io | gaining on | Embeds its own AI SRE agent in incident management product, 2026-02-27 |
| Cleric | contesting | Raised $9.8M seed, named Gartner Cool Vendor for AI SRE/Observability 2025 |
| Traversal | contesting | Causal ML AI SRE citing DigitalOcean, American Express case studies, 2026-04-18 |
- Is Resolve AI profitable in 2026?
- No public revenue figures have been disclosed as of July 2026. Resolve AI is venture-backed, having raised over $190M total and reaching a $1.5B valuation on April 16, 2026, funded by Lightspeed, Greylock, DST Global and Salesforce Ventures rather than operating profit.
- Who are Resolve AI's biggest competitors?
- Datadog shipped a native Bits AI SRE feature, PagerDuty sells an AIOps add on for about $699 a month (2026 02 27), and incident.io embeds its own AI SRE agent. Pure play rivals Cleric and Traversal also target the same enterprise incident response buyers.
- Could AI replace Resolve AI's own product?
- Resolve AI's product is itself AI automation for incident response, but incumbents like Datadog and PagerDuty are bundling similar AI SRE features natively into platforms customers already pay for, which could compress Resolve AI's differentiation and shrink its addressable market.
- Who owns Resolve AI?
- Resolve AI is privately held with no parent company. Founders Spiros Xanthos and Mayank Agarwal (OpenTelemetry co-creators) lead it, backed by Lightspeed Venture Partners, Greylock, DST Global and Salesforce Ventures after a $40M Series A extension at a $1.5B valuation on April 16, 2026.
- How much funding has Resolve AI raised?
- Resolve AI raised a $35M seed in 2024 led by Greylock, a $125M Series A at a $1B valuation on February 4, 2026 led by Lightspeed, and a $40M Series A extension at a $1.5B valuation on April 16, 2026, totaling over $190M.
- Is Resolve AI losing ground to Datadog?
- Datadog has already shipped its Bits AI SRE feature natively inside its existing observability platform, directly contesting Resolve AI's incident investigation use case among shared enterprise customers as of 2026, per multiple comparison sources.
- 2026-04-16Resolve AI raises $40M Series A extension at $1.5B valuation, led by DST Global and Salesforce Ventures
- 2026-04-15Resolve AI launches Resolve AI Labs led by ex-Meta Llama post training lead Dhruv Mahajan
- 2026-02-04Resolve AI announces $125M Series A at $1B valuation led by Lightspeed Venture Partners
- 2025-07Resolve AI exits stealth with launch of its AI Production Engineer product
- 2024Resolve AI founded by Spiros Xanthos and Mayank Agarwal; raises $35M seed led by Greylock
- An AI Production Engineer
- Resolve AI - Headcount, Funding & Open Jobs (2026-07-16)
- Resolve AI Announces $125M Series A at $1B Valuation (2026-02-04)
- Resolve AI raises $40M at $1.5B valuation to optimize production environments (2026-04-16)
- Resolve AI announces Series A Extension (2026-04-15/16)
- Resolve AI raises $125M Series A to scale AI for prod (2026-07-17)
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