The intelligence
layer for how
things get made.
L2M Labs builds AI-native software for the people who make things. We discover new alloys, program machines, run the plant, quote drawings, price the work and guide the floor.
Six products. One research-led core.
Each product is a deep-dive in its own right. Built to stand alone, engineered to compound when combined.
MIOS
Material Intelligence Operating System
An AI operating system for material discovery. Describe the properties you need and MIOS returns Pareto-optimal alloy candidates with full traceability and uncertainty bounds.
CodeMill
AI Machine-Program Generation
CodeMill reads your 3D model and 2D drawing, understands the features and tolerances, and generates a verified CNC machine program, toolpaths, operations and post-processed code.
BOSS
ERP Built for Manufacturers
A manufacturing-first ERP with AI woven through the core, planning, production, inventory, quality and finance on one real-time system that understands the shop floor.
QuoteForge
Engineering Drawing to Quote, with AI
QuoteForge reads engineering drawings and 3D models, extracts features and GD&T, estimates process, material and time, and produces a defensible quote, in minutes, not days.
Price Joule
Multi-Dimensional Pricing AI
Price Joule manages pricing across many dimensions and parameters at once, volume, customer, region, cost, lead time, competition, and recommends the price that protects margin and wins the order.
WorkJoule
AI-Based Digital SOPs
WorkJoule turns static SOP documents into interactive, AI-guided digital procedures, context-aware, step-verified, and continuously improved from how work actually happens.
Enterprise platforms, implemented right.
Beyond our own products, we implement and integrate the enterprise platforms manufacturers run on.
SAP
SAP Solutions for Manufacturers
SAP implementation, migration and integration purpose-built for complex manufacturing environments, from S/4HANA to BTP, Joule and CPQ.
Business Central
Microsoft Dynamics 365 Business Central
Implementation, migration and extension of Microsoft Dynamics 365 Business Central, configured for real manufacturing operations and extended with the Power Platform.
Research-led, not
L2M Labs began as a research practice that asked one question for manufacturers: is AI truly required here, and if so, where? That discipline is now built into every product we ship.
We don't scale by diluting research quality, and we don't build without proof of viability. Clarity before capital. Proven before scaled.
Read our charterProcess before technology
We study how you actually work before recommending any tool. The process leads; the technology follows.
Vendor-neutral by charter
No commissions, no reseller incentives. Build, buy or avoid, the recommendation serves you, not a vendor.
Proven before scaled
Every claim is validated, physics checks, uncertainty bounds, reproducible decisions. We do not build without proof of viability.
AI where it earns its place
AI is a means, not the goal. We deploy it only where it measurably beats the alternative for your data and constraints.
0
AI products across the lifecycle
0
deployment modes, on-prem, cloud, hybrid
0%
traceable, reproducible decisions
0
vendor commissions, ever
Built for the people who make things
Wherever precision, materials and machines matter, L2M's products and services earn their place.
Aerospace & Defense
Certifiable alloys, tight-tolerance machining and full traceability for flight-critical parts.
Automotive
High-volume quoting, dynamic pricing and digital work instructions for tier suppliers and OEMs.
Heavy & General Engineering
Complex BOMs, made-to-order production and ERP that fits engineered products.
Energy & Turbines
High-temperature alloy discovery and machining for turbines, valves and pressure parts.
Tool, Die & Machining
Automated CAM programming and instant drawing-to-quote for high-mix job shops.
Metals & Alloys
Material intelligence for new alloy development, substitution and qualification.
Electronics & Semiconductors
Precision process control, pricing and digital SOPs at production scale.
Industrial Equipment
End-to-end ERP, pricing and SOPs for configured, made-to-order machinery.
A research partner that ships product.
L2M Labs Private Limited sits at the rare intersection of deep research and shipped software. We study your process, prove what's viable, and deliver products you own, deployed on your infrastructure, free of vendor lock-in.
- Dedicated research partner, not a reseller
- Defensible go/no-go decisions with full technical rationale
- Reproducible, auditable AI, uncertainty on every claim
- Your data, your infrastructure, your IP