LineWise
Category: AI in Analytics & BI
LineWise captures industrial design, planning, and production knowledge and converts it into training data for frontier AI and robotics models. LineWise was founded in 2025. The company is led by Tanachart Kujareevanich. Based in San Francisco, USA. Team size: 2-10. Total funding raised: $1.6 million. Latest round: Pre-Seed Round. Key investors include A2D Ventures, Y Combinator, Exitfund, REMUS Capital, SBXi Fund, Team Ignite Ventures, Race Capital, Foothill Ventures, 500 Global, Angel Invest.
- Founded
- 2025
- Headquarters
- San Francisco, USA
- Team size
- 2-10
- Total funding
- $1.6 million
Value proposition
Provides training data from real industrial environments across design, process planning, production, and inspection to support frontier AI and robotics model development.
Products and solutions
Linewise Robotics: production datasets with egocentric video, UMI data, action annotations and hand pose, Linewise Engineering: design, planning and inspection datasets, Linewise Research: capture, quality control, annotation and model evaluation
Unique value
The combination of AI root cause analysis with real-time, copilot-style guidance, and the ability to automate legacy systems without replacement.
Target customer
Frontier AI labs and robotics model developers requiring industrial training data; manufacturers and engineering organizations participate as data partners.
Industries served
Manufacturing, Factory Automation
Technology advantage
Accelerates technician onboarding, reduces operational costs and downtime losses, and extends the life of legacy systems, deferring costly upgrades.
How they differentiate
LineWise differentiates itself by offering an AI-powered platform that acts as a virtual engineer for manufacturing teams, enabling faster issue diagnosis and troubleshooting with AI-generated SOPs from videos.
Main competitors
Augury, C3 AI, Uptake
Key partnerships
No explicit partnerships are mentioned on LineWise’s website or in public search results at this time.
Notable customers
Clients include NASDAQ-listed leaders in packaging, food & beverage, and consumer electronics industries.
Major milestones
Raised $1.1 million in pre-seed funding., Accepted into Y Combinator accelerator program., Secured five paid pilot programs with major manufacturers.
Growth metrics
Significant early traction with five paid pilot programs including NASDAQ-listed companies in packaging, food & beverage, and consumer electronics sectors.
Market positioning
Positioned as an accessible and practical AI solution for large-scale manufacturing companies aiming to minimize production losses and improve operational efficiency.
Geographic focus
Primarily North American market with potential for global expansion due to the global nature of manufacturing.
Patents and IP
No publicly disclosed patents or specific IP documentation were found.
About Tanachart Kujareevanich
Co-Founder & CEO at LineWise (YC X25). Previously an Engagement Manager at McKinsey & Company, and a Continuous Improvement Analyst at Rolls-Royce. Holds an MBA from MIT Sloan School of Management.
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Official website: https://www.linewise.io