Deeptrace
AI agent that investigates production software incidents using logs, traces, and code.
Deeptrace is a small, newly funded team competing on the same integrations and knowledge-graph claims as rivals with far more capital, inside a category the big observability platforms already entered.
Deeptrace built software that uses AI to help companies diagnose and fix IT system problems faster by reading through logs and performance data. The company faces three tough problems at once: Datadog and Dynatrace (the two biggest existing platforms in this space) have already released their own AI troubleshooting tools built into their products, a well-funded competitor called Resolve AI has already won major enterprise customers, and the underlying AI reasoning technology is not unique to Deeptrace, so it can be copied by anyone with a large language model and access to the same data. The one thing that could matter is if Deeptrace carves out a specialized focus, like only solving IT problems in healthcare or for a specific type of customer, rather than trying to compete as a generic solution for all companies.
Datadog or Dynatrace adds new root-cause AI features to Bits AI SRE or Davis AI. Shows incumbents closing the gap on Deeptrace's core value proposition.
A named Deeptrace customer (Opendoor, Mintlify, Phantom, Parafin, Traba) publishes a case study or churns. Would confirm or undercut claims of product stickiness beyond marketing.
- $5M seed co-led by Felicis and Matrix
- Rival Resolve AI raised $125M at $1B valuation
- Deeptrace headcount: about 4 people, 1-10 range
- Capital gap versus Resolve AI ($125M/$1B) and other rivals compresses runway to survive consolidation.
- Core reasoning-over-telemetry technique is not proprietary and can be absorbed by incumbents who own the data pipeline.
- Claimed 'living knowledge graph' differentiator is unproven and claimed identically by at least one competitor.
- Crowded category (8-10 named competitors mid-2026) raises risk of pricing pressure and consolidation.
- All customer traction and logo claims are vendor-sourced with no independent verification of retention or revenue.
| Rival | Direction | Evidence |
|---|---|---|
| Resolve AI | losing to | Raised $125M at $1B valuation Feb 2026 with enterprise logos vs Deeptrace's $5M seed |
| Datadog (Bits AI SRE) | losing to | Shipped native competing AI investigation feature inside its platform by early 2026 |
| Dynatrace (Davis AI) | losing to | Shipped native competing root-cause AI feature by April 2026 |
| Cleric | contesting | Named Gartner Cool Vendor 2025, claims 200K+ investigations as of March 2026 |
| Traversal | contesting | Raised ~$53M with enterprise customers including PepsiCo and Amex, March 2026 |
| Deductive AI | contesting | Claims identical knowledge-graph differentiator to Deeptrace, April 2026 |
- Is Deeptrace profitable in 2026?
- No revenue or ARR figures have been disclosed. Deeptrace is a private, seed-stage company that closed a $5M seed round in February 2026 co-led by Felicis and Matrix, and has not published any profitability data as of that announcement.
- Has Deeptrace had layoffs?
- No layoffs have been reported. Deeptrace is a very small team, listed at roughly 1 to 10 employees (about 4 named founders) as of April 2026, and was actively recruiting a Founding Engineer, suggesting growth rather than cuts.
- Could AI replace Deeptrace?
- Deeptrace's core technique, LLM agents reasoning over logs and telemetry, is not proprietary. Datadog's Bits AI SRE and Dynatrace's Davis AI already ship the same capability natively as of early 2026, creating direct risk of the standalone tool being absorbed.
- Who is Deeptrace's biggest competitor?
- Resolve AI, founded by OpenTelemetry co-creators Spiros Xanthos and Mayank Agarwal, raised $125M at a $1B valuation in February 2026 and already counts Coinbase, DoorDash, MongoDB, Salesforce and Zscaler as customers per third-party reporting, a roughly 25x capital advantage over Deeptrace's $5M seed.
- Who owns Deeptrace?
- Deeptrace is privately held and venture-backed. Its February 2026 seed round of $5M was co-led by Felicis and Matrix with Y Combinator participation, and angel investors reportedly include Aaron Levie, Gokul Rajaram, and Surya Midha, per the co-founder's LinkedIn announcement.
- Does Deeptrace do deepfake detection?
- No. Despite an entity description suggesting deepfake detection, the actual YC F25 company named Deeptrace is an AI SRE incident-investigation platform for software teams, confirmed via its Y Combinator profile and November 2025 launch page.
- 2026-07-02Third-party trackers count 8-10 named AI SRE competitors in the category
- 2026-04-01Datadog Bits AI SRE and Dynatrace Davis AI confirmed as shipped native competing features
- 2026-03-28Traversal reported with ~$53M raised and enterprise customers including DigitalOcean, PepsiCo, Amex
- 2026-03-25Cleric reported as Gartner Cool Vendor 2025, $9.8M raised, 200K+ investigations claimed
- 2026-03-22Resolve AI reported at $125M raised, $1B valuation, founded by OpenTelemetry co-creators
- 2026-02-25Deeptrace announces $5M seed co-led by Felicis and Matrix, YC participating
- 2025-12-17Mintlify, a named Deeptrace customer, discloses XSS/RCE supply-chain vulnerability
- 2025-11-11Deeptrace publicly launches via Y Combinator as 'AI agents for on-call'
- 2025Deeptrace founded, joins YC F25 batch
- Deeptrace: AI agents for on-call
- Deeptrace (2026-02-25)
- Deeptrace - Artificial Intelligence - Reviews & Alternatives (2026-04-12)
- Deeptrace
- 9 Best Deeptrace Alternatives for AI-Powered Incident Investigation in 2026 (2026-03-22)
- Deeptrace, API Provider, Schemas (2026-07-21)
- 10 Best Dynatrace Davis AI Alternatives in 2026 (2026-04-01)
- 10 Best Cleric Alternatives in 2026 (2026-03-25)
- 10 Best Traversal Alternatives in 2026 (2026-03-28)
- 10 Best Deductive AI Alternatives in 2026 (2026-04-01)
- Top 10 AI SRE Agents and Autonomous Remediation Platforms (2026-07-02)
- A supply chain postmortem (2025-12-17)