Laminar (formerly H2Ok Innovations)
Category: AI Agents
Laminar provides patented inline spectral sensors and science-led AI agents that deliver closed-loop automation for CPG manufacturing, optimizing clean-in-place, product changeovers, and line performance to run faster, more sustainable factories. Laminar (formerly H2Ok Innovations) was founded in 2021. The company is led by Annie Lu. Based in Somerville, MA, USA. Team size: 25-50. Total funding raised: $19.3 million. Latest round: Series A. Key investors include Greycroft, Construct Capital, 2048 Ventures, Flybridge Capital Partners, Techstars, 1517 Fund.
- Founded
- 2021
- Headquarters
- Somerville, MA, USA
- Team size
- 25-50
- Total funding
- $19.3 million
Value proposition
To transform manufacturing from reactive, labor-dependent operations to proactive, autonomous factories using closed-loop AI agents that self-correct processes in real-time, unlocking hidden production capacity while reducing water, chemical, and energy usage.
Products and solutions
Proprietary patented inline spectral sensor hardware for real-time fluid analysis., AI Agent library for closed-loop automation of CIP, product changeovers, line startups, inline quality monitoring, and batch optimization., Integration APIs for connecting with existing plant management systems (e.g., SCADA, MES, PLCs) for closed-loop control., Digital twin of manufacturing processes with prescriptive analytics.
Unique value
The core innovation lies in its proprietary, multi-modal spectral sensor technology combined with a specialized machine learning platform. This pairing provides granular, real-time visibility into the chemical and physical properties of industrial fluid processes, a capability that was previously difficult or impossible to achieve.
Target customer
Large-scale industrial manufacturers, including Fortune 500 companies in sectors such as food & beverage, consumer packaged goods (CPG), industrial chemicals, and data center operators.
Industries served
Food & Beverage, Consumer Packaged Goods (CPG), Chemicals, Industrial Manufacturing, Data Centers
Technology advantage
The platform replaces slow, manual, and error-prone lab testing with continuous, real-time inline analysis. This allows for immediate, automated process adjustments that directly increase production yield, reduce operational costs, and improve sustainability metrics like water and energy usage.
How they differentiate
Laminar provides a vertically integrated solution of proprietary hardware (inline spectral sensors) and Process-Aware AI / AI agents for closed-loop control. This contrasts with competitors that typically offer either standalone software analytics (like Seeq) or just hardware (like traditional industrial sensor manufacturers), giving Laminar an advantage in end-to-end, actionable automation for liquid-based processes.
Main competitors
Seeq Corporation, Element Analytics, Endress+Hauser, Other incumbent industrial automation and sensor companies
Key partnerships
Greentown Labs (Cleantech Incubator)
Notable customers
The Coca-Cola Company, Unilever, AB InBev, Danone, PepsiCo, Mitsubishi, Colgate-Palmolive, Constellation Brands, The Marzetti Company, Winland Foods, Monin, Symrise
Major milestones
Raised a $12.42 million Series A round led by Greycroft in July 2025., Rebranded from H2Ok Innovations to Laminar in October 2025, launching a library of AI agents for closed-loop manufacturing automation., Secured commercial deployments with numerous Fortune 500 companies, including Unilever, Coca-Cola, AB InBev, Danone, and PepsiCo., Founders Annie and David Lu named to the Forbes 30 Under 30 list., Filed core patents for its proprietary sensor technology and AI-driven data analysis algorithms., Won Gold at the 2026 Edison Awards., Promoted Sanjay Rajan to Chief Revenue Officer (May 2026)., Won the 2026 FoodTech Innovation Award for digitalization in Food & Beverage (announced June 2026)., Named a 2026 World Economic Forum Technology Pioneer (June 2026)., CEO Annie Lu named to the 2026 Top 100 Women in AI list (July 2026).
Growth metrics
Deployed across hundreds of lines on six continents with the top seven of the top ten global Food & Beverage companies. Average reported impact: ~20% fewer chemicals, ~20% less water per cycle, lines ~15% faster; Unilever case cited 18% reduction in cleaning downtime and ~40% water savings on a cleaning cycle.
Market positioning
Positioned as a specialized intelligence layer for complex liquid manufacturing processes, where traditional monitoring methods are insufficient. The company targets high-value applications where process optimization directly impacts yield, cost, and sustainability.
Geographic focus
Primarily serving multinational corporations in North America and Europe, with a global deployment strategy through key customer partnerships.
Patents and IP
The company has filed multiple patents for its core technologies, including its proprietary inline spectral sensors and the machine learning algorithms used for data fusion and process analysis. Specific patent numbers are not publicly disclosed.
About Annie Lu
Annie Lu is the co-founder and CEO of Laminar (formerly H2Ok Innovations). She co-founded the company with her brother, David Lu. Background in Economics and Computer Science at Harvard University; leads business development, strategy, and company vision. Named to Forbes 30 Under 30 and the 2026 Top 100 Women in AI.
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Official website: https://runlaminar.com