Catalog Systems Use-case-specific agent harnesses Resolve.ai

Resolve.ai

https://resolve.ai/

Founded 2024 by Spiros Xanthos (ex-Splunk Observability SVP; founder of Omnition acq Splunk 2019). Autonomous AI SRE — investigates incidents end-to-end. $35M seed Aug-2024 (Greylock + Unusual). Pitched as 'the AI SRE.'

Active · Verified 2026-10-28 · fresh as of 2026-10-28 · 21 cited facts, 0 with a third-party source · 1 recorded change · Suggest a correction

At a glance

Type
Autonomous AI SRE agent vendor fix
Tier
T3
Section
Use-case-specific agent harnesses
Created
2024 (founded) vendor fix
Latest release
not applicable — wrong section fix
License
not applicable — not OSS fix
GitHub
not applicable — no GitHub repo fix
Pricing
Quote-based (Get Pricing / demo); no list prices published vendor fix
Funding
$190M+ total raised; $1.5B valuation (investors incl. Greylock, Lightspeed, DST Global, Unusual Ventures) vendor fix
Freshness
2026-10-28 fix
Layer
agent-infra repo fix
Licensing
commercial vendor fix
Deployment locus
cloud vendor fix
Platform vs product
product vendor fix
SDK languages
rest vendor fix
Protocols
mcp-client, mcp-server vendor fix
Compliance
gdpr, hipaa, soc2-type2 vendor fix

When to use

Optimised for: autonomous AI SRE agent for incident investigation

Anti-fit: not applicable — wrong section

Pros & cons

Pros

Largest seed in AI-SRE category; founder pedigree (ex-Splunk Observability SVP); autonomous-SRE positioning is clear.

Cons

Early-stage closed product; the 'autonomous SRE' narrative has many competitors (Cleric, RunWhen, ...).

Claims & capabilities

$35M seed Aug-2024 (Greylock + Unusual); founder ex-Splunk Observability SVP; autonomous SRE agent

Technical surface

API surface
not applicable — wrong section
Backend storage
not applicable — wrong section
Deployment
not applicable — wrong section
Embedding model
not applicable — not a memory product
Multi-tenancy
not applicable — wrong section
MCP
yes — plugs into existing tooling via MCP, API and Skills
A2A
not applicable — wrong section
OpenTelemetry
not applicable — wrong section

Alternatives to Resolve.ai → live options ranked by shared design, licence, hosting and MCP support

Similar systems

Other use-case-specific agent harnesses in the catalog, ranked by inbound references.

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  • Lasso Security T2

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  • Pillar Security T2

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  • Promptfoo T2

    OSS (MIT) prompt-engineering eval and red-team CLI; supports OWASP LLM Top-10 vulnerability tests, jailbreak generation, and CI/CD pipeline integration. $5M seed Mar-2024 (Andreessen Horowitz). Founders ex-Discord + ex-Smile Identity.

  • Protect AI T2

    Founded 2022 by Ian Swanson + Daryan Dehghanpisheh (ex-AWS); AI/ML supply-chain + GenAI security. Acquired by Palo Alto Networks (2025-07-22; announced Apr-2025, reported $700M); its capabilities now ship in Prisma AIRS. Products: Recon (red-team), ModelScan (model artifact scanner), Sightline (vulnerability DB).

Sources (20 cited facts, 0 third-party)

Each fact links to the page it came from; the badge says who published it (how to read sources).

What changed

Changes to this record's lifecycle, licence, release, pricing and hosting facts, from the catalog's git history. Subscribe (Atom)

  1. 2026-10-28
    • Pricing “not applicable — wrong section” → “Quote-based (Get Pricing / demo); no list prices published” source
    • Funding / ownership “$35M seed Aug-2024 (Greylock + Unusual)” → “$190M+ total raised; $1.5B valuation (investors incl. Greylock, Lightspeed, DST Global, Unusual Ventures)” source
    • MCP support “not applicable — wrong section” → “yes — plugs into existing tooling via MCP, API and Skills” source
    #293