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Laminar (formerly H2Ok Innovations)

Category: AI in Analytics & BI

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 - $12.42 million. Key investors include Greycroft, Construct Capital, 2048 Ventures, Flybridge Capital Partners, General Catalyst, 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

H2Ok Innovations provides a vertically integrated solution of proprietary hardware (inline sensors) and an AI software platform. This contrasts with competitors that typically offer either standalone software analytics (like Seeq) or just hardware (like traditional industrial sensor manufacturers), giving H2Ok an advantage in providing end-to-end, actionable insights 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

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.

Growth metrics

Deployed across hundreds of facilities for multiple Fortune 500 manufacturers. Reported strong revenue growth, doubling year-over-year since launch. The technology has enabled customers to achieve significant operational improvements, such as an 18% reduction in downtime during cleaning processes.

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 H2Ok Innovations. She co-founded the company with her brother, David Lu. Annie's background is in Economics and Computer Science at Harvard University. She leads the company's business development, strategy, and sales efforts.

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