# Antimetal

> Antimetal builds AI software for production operations. Its agents connect infrastructure, telemetry and code to investigate incidents, propose fixes and monitor outcomes, supported by a continuously updated world model. The New York company began in AWS cost optimization and later expanded into infrastructure management.

- **Founded:** 2022
- **Headquarters:** New York, United States
- **Founders:** Matthew Parkhurst (Co-founder and CEO), Shreyas Iyer (Co-founder and CTO)
- **Products:** AWS cloud cost optimization, Infrastructure automation platform, World Model, Triage, Patrol
- **Notable:** $24.3 million across the disclosed seed and Series A rounds., Company reported a 76% reduction in daily error logs in its own seven-service environment, with engineers reviewing all shipped changes., Company reported about 80% less hands-on work on its most complex onboardings using Anvil.

## Products & services

- **AWS cloud cost optimization** — Original offering analyzed AWS usage and spending, modeled commitment risk and automated savings recommendations. Historical product positioning.
- **Infrastructure automation platform** — Beta announced alongside the Series A; broadened the company’s focus to post-deployment operations.
- **World Model** — Persistent representation linking system structure, changes, fault propagation and human meaning.
- **Triage** — Clusters production signals into issues and supports investigations and remediation.
- **Patrol** — Watches for operational risks, regressions and drift.
- **Agent Builder** — Natural-language creation of custom operational agents.
- **Antimetal MCP** — Runtime context and investigation tools for coding agents, with investigate and fix workflows.

## Achievements

- $24.3 million across the disclosed seed and Series A rounds.
- Company reported a 76% reduction in daily error logs in its own seven-service environment, with engineers reviewing all shipped changes.
- Company reported about 80% less hands-on work on its most complex onboardings using Anvil.

## Latest updates

- **2026-08** — Published research on telemetry compression, reporting 10 to 100 times more telemetry within the same context window.
- **2026-06** — Published internal production-error trial and Anvil onboarding case study.
- **2026-04** — Launched Antimetal MCP for coding agents.
- **2026-01** — Published the four-layer unified software-system model.

## Links

- Website: https://antimetal.com/
- LinkedIn: https://www.linkedin.com/company/antimetal
- Twitter/X: https://x.com/antimetal
- GitHub: https://github.com/antimetal

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Profile page: https://yespress.io/antimetal
Published by YesPress — https://yespress.io
Last updated: 2026-10-04