Boost Efficiency from Lab to Linewith TendiLab
Developing materials and tuning processestakes experiment after experiment
TendiLab AIsearches intelligently toward your target
Even experiments thatmiss the targetmake the AI system better
Technology
- MELD data collection agent
Gather scattered data,
Layout parsing
Text reading
Cu-Ni-SiFigure reading
Binding
Unit normalization
CPP table
- Property prediction foundation model
predict properties from little data,
8 properties of lightweight composites
Tensile strengthTensile modulusFlexural strengthFlexural modulusILSSImpact strengthHardnessDensity4 metrics in 3D printing
Previous SOTATendiLab - Recipe recommendation engine
and recommend recipes that hit your target, with the reasons why
Recommended recipe
Sn0.00→0.00Sb0.00→0.30(+0.30)Co0.40→0.40Ca0.10→0.00(−0.10)Ni0.10→0.30(+0.20)Mn0.40→0.00Contribution by change
valueuncertainty (EXP)uncertainty (TS)Ca → Sb (0.06)Ca → Ni (0.04)Mn → Sb (0.24)Mn → Ni (0.16)
Every experiment becomes new data
Research & IP
Papers
ACL ARR 2026MELD: Multimodal Extraction of Machine-Learning-Ready Materials Data from Scientific Literature
NeurIPS 2026 AI4MatWhy Did Bayesian Optimization Recommend This Recipe? Action-Level Decomposition of Value and Uncertainty- NeurIPS 2026 AI4MatQuasiparticle Energies That Will Not Be Computed: A Calibrated Release for 2D Semiconductors
Patents
- Building training data from literature10-2026-0163770
- Pretraining predictive models for small data10-2026-0163771
- Predicting achievable performance before training10-2026-0163768
- Scoring and recommending input variables10-2026-0163769
- Goal-directed experiment design system10-2026-0163773
- Attributing recommended condition changes10-2026-0163772
Awards
- Samsung AI Challenge, Grand Prize
- Materials Property Prediction AI Competition, 1st Place
- Upstage AI Competition, Excellence Award
- 2026 Deep Tech Startup Program, Selected
- Manufacturing AI Contest, Top 100
Work with us
Design an AI system that raises your production efficiency with TendiLab in two months
- Data platform
- AI system for production efficiency