Axiomatic accelerates engineering workflows through rigorous verification across photonics, electronics, thermal, mechanics, and signal domains.
Closed beta
Your AI scientific and engineering co-explorer
Lemma is built to work at the frontier of physical and mathematical understanding. It enables you to work with AI and scientific tools together to validate, derive, and analyze equations and reasoning across mathematics, physics, and engineering. Lemma outputs results into interactive Marimo notebooks, where code can be both inspected and executed.
Every result backed by formal proofs. No estimates, no approximations—just verified mathematics you can trust in production.
Test every output against formal specifications. Axiomatic proves correctness before returning results—eliminating hallucinations.
Proof systems guarantee accuracy. Only verified, traceable outputs that meet engineering standards for mission-critical applications.
Ax-Prover outperforms leading AI systems across rigorous mathematical benchmarks, demonstrating superior theorem proving and formal reasoning capabilities.
Results from independent evaluation (publication submitted for peer review, 2025)
General mathematical problem solving
10× better than base LLM
Formal algebraic reasoning
8× better than base LLM
Advanced quantum mechanics proofs
2.4× better than base LLM
Benchmarking methodology and full results available in publication (submitted for peer review). Comparisons against Claude Sonnet 4, DeepSeek-Prover-V2-671B, and Kimina-Prover-72B.
Watch the demonstration of our Smart Measurement System.
Strategic collaboration to develop world's first Intelligent, Autonomous, and Integrated Test Solution (IAITS) for photonic devices, combining AI-driven reasoning with advanced hardware.
Axiomatic AI's physics-based reasoning AI combined with MPI's wafer probing systems aims to set new industry benchmark for efficiency and precision in photonic testing.
Propagator Ventures announces investment in Axiomatic AI, joining Kleiner Perkins and Two Small Fish Ventures in $6M funding round for MIT spin-off developing Automated Interpretable Reasoning (AIR).
Backed by leading investors
