Closed-loop Continual Learning from CAD-to-Part
Key Impact
10X+
Faster Programming
30%+
Lower Recurring Cost
50%+
Fewer “Trial & Error” Iterations
Most Popular Integrations
Contact us to inquire about other integrations
CAM Integrations
CNC Controls Integrations
What We Do
AI Software that Augments CNC Workforce
& Increases Autonomy
The software leverages physics-based machine learning on CAD/CAM data and combines it with advanced process control techniques on real-time shop floor machining data to unlock tangible savings across Engineering and Operations - as a result of more effective CNC programming, optimal cutting tool utilization, and cycle time reduction.
Accelerate time-to-market
Increase profitability
Attract new talent
Shorten learning curve
Drive Uptime, Precision, and Throughput with Lambda Intelligence
Lambda Function’s AI-assisted software helps you in unlocking CNC machining autonomy to reduce cycle time, extend tool life, enhance precision, and accelerate human and machine productivity
AI-Assisted Generative Programming
Recommends optimal machining strategies, tools, tool paths, and parameters based on feature type, geometry, and material removal physics
Seamless Collaboration & Knowledge Retention
Collaborate seamlessly with single or multi-user options, refine existing CNC
programs, and deploy privately on the cloud; Retain knowledge and apply
learnings to future parts for continuous improvement
Real-Time Load Monitoring
Auto-generates customer-specific ML models that compare against
real-time loads to prevent the risk of overloads, disengagements, and spikes
Real-Time Tool Life Monitoring
Recommends tool changes based on energy consumption, helping reduce
tool wastage/breakages while improving quality
Continuous Kaizen Insights
Auto-generates a wide range of insights and notifications to supercharge
kaizen initiatives on the shop floor
Adverse Event & Machining Risk Avoidance
Adaptive control of feeds and speeds via overrides to mitigate adverse
events/risks while improving throughput
Use Cases
CAM Automation
Automate repetitive programming tasks and generate optimal strategies to cut hours from CAM
Cycle Time Optimization
Reduce cycle time by eliminating air cutting time and optimizing toolpaths
Adverse Event Avoidance
Prevent failures with real-time data and increase OEE by reducing scrap/rework
Tool Life Management
Know when to change tools and how to get more out of the next one
Intelligent Process Monitoring
Monitor load & tool life in real-time to prevent adverse events before they happen
Built for Small-to-Large Precision Manufacturers
Aerospace
Structural & mechanical components, engine parts and landing gear parts
Defense
Missile, firearm, satellite components, vehicle parts, and ground radar systems
Automotive
Engine, transmission, suspension, steering, and brake system parts
Semiconductor
Chamber & wafer handling components, heat sinks, precision mounts
Machinery
Shafts, housings, bushings, brackets, valve bodies, and rollers
Naval
Propellers, shafts, rudder components, engine components, and gearboxes
Energy
Hydropower, wind turbine, pump & valve components, and drilling equipment
Consumer
Precision parts, electronics casings, and hardware enclosures
Lambda Function vs. Other Solutions
Why Customers Love Working with Us
LF is transforming our business into a data-driven powerhouse, illuminating the path to higher efficiency, productivity, and machining precision.
— C-Suite Executive, Aero Engine and Landing Gear Components
LF is analyzing feature data, workpiece data, and machining system data using material removal physics and algorithms to a very high degree to provide a highly educated, self-learning database that helps accelerate tool path generation decision-making to unprecedented levels.
— Sr. CNC Programmer, 30+ years of experience
Expertise across Software, Data Science, and Machining
Tanmay Aggarwal
Founder & CEO
René Barakett
Co-Founder & CPO
Greg Dewicki
Chief Growth Officer
Dr. Frank Konieczny
Defense Advisor,
Fmr. CTO US Air Force
Marc Evers
Industry Advisor,
Fmr. CTO/COO, KMWE
Frequently Asked Questions
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What do we mean by autonomous manufacturing, and how is Lambda Function an enabler?Autonomous manufacturing goes beyond industry 4.0 and refers to increased control intelligence in manufacturing operations. According to a research study published by Roland Berger in 2019, the degree of automation and control intelligence define autonomy levels in factories. Both are measured on a scale of 0 to 5, where 5 translates to maximum control intelligence. At Lambda Function, we aim to facilitate precision manufacturing by providing higher levels of control intelligence. The software, at present, intends to caters to level 3 autonomy. In the next phases of R&D, we intend to develop solutions that go up to level 5 autonomy.
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Are any capital costs or investments required to integrate Lambda Function software?Lambda Function software, at present, doesn't need any capital costs or external hardware. However, future versions and use cases may require integration with other platforms or assets.
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How do we leverage strategic partners?Lambda Function collaborates with multiple types of entities and makes them a part of its growing ecosystem. These types include: R&D institutions specifically focused on advanced manufacturing, machining, and industrial data science IT solution vendors dealing in shop floor solutions and product lifecycle management solutions IoT hardware/software vendors like sensor OEMs and connectivity solution providers respectively Cutting tool OEMs CNC machine OEMs. Digital transformation integrators and more Therefore, we collaborate with leading companies across domains to help accelerate our R&D and go-to-market roadmaps.
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How does Lambda Function handle data security for critical CAD/CAM assets?At Lambda Function, we treat your CAD, CAM, and CNC data as mission-critical. That’s why we’ve embedded robust security into every layer of our platform. We’re SOC 2 and NIST-800-171 compliant, which means your data is governed by rigorous standards for security, availability, and confidentiality. Learn more about our security best practices here
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Do you support on-premises/private cloud deployment?Absolutely. Alongside our secure cloud solution, Lambda Function can be fully deployed on your own infrastructure. Perfect for manufacturers with ITAR, NIST, or strict internal compliance needs. You’ll get all the benefits of our AI-assisted programming and machining—kept entirely within your network. Our engineering team partners with your IT to ensure a seamless rollout. Schedule a meeting to learn more.
Stay in the Loop with our Latest Updates
The Automated Shop Conference (TASC) 2025
Meet us at TASC 2025 | Aug 12–13, 2025 | Hyatt Regency | Indianapolis, IN
Catch Lambda Function
@ IMTS 2026
Stop by booth 135818 from September 14-19, 2026 in Chicago, IL
Mastercam Momentum 2025!
Expert Panel: Our CEO joins the session on “Transforming CAD/CAM with AI” with industry experts