Archimetis
Category: AI in Manufacturing
AI-powered operational reasoning system for energy, chemical, and industrial plants that aggregates fragmented operational data and performs complex engineering analysis to optimize performance and prevent costly disruptions. Archimetis was founded in 2023. The company is led by Paul Manwell. Based in San Francisco, CA. Team size: 11-50. Total funding raised: $11.5M. Latest round: Seed. Key investors include Inspired Capital, Homebrew, MCJ, Borusan Ventures, Incite, Jeff Dean (Chief Scientist, Google DeepMind), Matt Rogers, John Giannandrea, Alfred Spector, Diane Tang.
- Founded
- 2023
- Headquarters
- San Francisco, CA
- Team size
- 11-50
- Total funding
- $11.5M
Value proposition
Archimetis gives every operations and engineering team member the judgments and instincts of the very best operators, while unlocking organizational knowledge so best practices are used every shift — turning fragmented industrial data into rapid, actionable decisions.
Products and solutions
Archimetis Operational Reasoning System — an AI platform that integrates data from sensors, historians, linear programs, advanced process control models, and digital documents into a unified intelligence layer, continuously monitors operations, performs complex engineering analysis, applies global and company-specific best practices, surfaces actionable insights for rapid decision-making in refineries, chemical plants, and industrial facilities.
Unique value
Unlike traditional industrial software requiring manual configuration, Archimetis autonomously diagnoses inefficiencies, models process adjustments, and iterates toward optimal solutions using AI reasoning (built on breakthroughs from Google DeepMind's AlphaCode), learning continuously from live sensor data and operational outcomes.
Target customer
Energy (refineries), chemicals, metals, and heavy industrial plants; operations and engineering teams at these facilities
Industries served
Energy (refining/petrochemicals), Chemicals, Metals/Steel, Pharmaceuticals
Technology advantage
Built on breakthrough AI reasoning technology from Google DeepMind's AlphaCode; integrates leading language models and analytics tools in a secure private cloud environment; combines structured and unstructured data from disparate sources; applies global and company-specific best practices; performs complex engineering analysis that previously required days of manual work.
How they differentiate
Archimetis differentiates by deploying an AI-powered operational reasoning system that doesn't just flag problems but understands context, evaluates tradeoffs, and recommends actions balancing efficiency, safety, and emissions targets. It combines LLMs with proprietary scenario modeling and multi-modal sensor integration, interpreting complex operational data like an experienced engineer would but at machine speed and scale. The founding team's deep Google/AI infrastructure expertise (Chief of Staff to Google CEO, Knowledge Graph, internal developer infrastructure) provides unique credibility.
Main competitors
Cognite (industrial AI/data platform), Seeq (industrial analytics), AspenTech (process optimization), Beyond Limits (industrial AI)
Key partnerships
Borusan (industrial conglomerate) — pilot at Borusan Boru's Houston steel pipe plant, Borusan Ventures as strategic investor
Notable customers
Borusan (steel pipe plant in Houston), a 120,000 barrel-per-day refinery (demonstrated $34-45M annual impact)
Major milestones
Founded 2023 by ex-Google executives Paul Manwell and Aaron Brown, Operated in stealth for ~2 years, Feb 2026: Came out of stealth and announced $11.5M Seed round led by Inspired Capital, Demonstrated $34-45M annual impact at a 120,000 bpd refinery, Piloting with Borusan steel pipe plant in Houston targeting 15-30% reduction in unplanned downtime and 12% improvement in energy efficiency
Growth metrics
543 LinkedIn followers (as of mid-2026); 11-50 employees; $34-45M annual financial impact demonstrated at a single 120,000 bpd refinery
Market positioning
Positioned as the "operational intelligence layer for the global industrial sector" — a vertical-specific AI reasoning system for heavy industry, analogous to what Cursor did for coding and Harvey did for law. Targets the $1.7 trillion global refinery market plus chemicals and metals.
Geographic focus
Global — currently targeting Energy, Chemicals, and Metals customers with operations in the US (Houston, San Francisco) and expanding internationally
About Paul Manwell
Ex-Google Chief of Staff to CEO Sundar Pichai; Senior Director of Product at Google (founded Google's cross-company data warehouse); Accenture consultant for energy companies; Mechanical Engineer by training, Rice University
Latest news about Archimetis
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Official website: https://www.archimetis.ai/