
Lambda Function enables autonomous precision machining by combining decades of CNC machining domain knowledge with advanced AI and computer science. Their software integrates with CAD/CAM systems and CNC machines to provide AI-assisted generative programming, real-time load and tool life monitoring, continuous insights, and adverse event avoidance. The company aims to achieve Level 5 autonomous machining, where CNC machines operate without human intervention. Lambda Function targets precision component manufacturers in industries like Aerospace, Automotive, Semiconductor, and Industrials, promising a 10x+ ROI through increased machine uptime, reduced rework, optimized tool spend, and enhanced staff productivity. Their approach leverages machine-generated data, shop floor context, and CAD/CAM data to continuously learn and self-improve, adapting to customer-specific machining processes.

Lambda Function enables autonomous precision machining by combining decades of CNC machining domain knowledge with advanced AI and computer science. Their software integrates with CAD/CAM systems and CNC machines to provide AI-assisted generative programming, real-time load and tool life monitoring, continuous insights, and adverse event avoidance. The company aims to achieve Level 5 autonomous machining, where CNC machines operate without human intervention. Lambda Function targets precision component manufacturers in industries like Aerospace, Automotive, Semiconductor, and Industrials, promising a 10x+ ROI through increased machine uptime, reduced rework, optimized tool spend, and enhanced staff productivity. Their approach leverages machine-generated data, shop floor context, and CAD/CAM data to continuously learn and self-improve, adapting to customer-specific machining processes.
Sector: AI-assisted software for CNC machining / autonomous precision manufacturing
Headquarters: San Francisco, CA (Pier 9, The Embarcadero)
Founders / Leadership: Tanmay Aggarwal (Founder & CEO); René Barakett (Co‑Founder & CPO)
Funding: Non-dilutive grant funding (National Science Foundation)
Product focus: Generative NC programming, real-time tool/load monitoring, closed-loop continual learning
Automating and improving reliability of CNC machining and precision manufacturing through physics-informed machine learning and closed-loop continual learning.
2020
Data and Analytics
256000
Non-dilutive grant funding listed as last round.
“National Science Foundation”