Ground-truth chemistry for AI, biotech, and energy teams.
NewChem partners with teams that need reliable chemistry data, robust workflows, and domain expertise that bridges software and lab reality.
Short, high-impact projects or longer partnerships based on your needs.
Model training support
Audit chemistry datasets, fix data leakage, and improve representation quality.
Workflow design
Build reproducible pipelines for structure, property, and reaction data.
AI-enabled workflow enhancement
Custom tooling to integrate cheminformatics into product stacks.
Deep-tech translation
Bridge chemistry and software teams for reliable delivery.
Every engagement starts with a focused scoping session. We define the highest-leverage chemistry problems, establish data integrity requirements, and build a plan that your team can maintain.
Engagement flow
- Initial discovery call
- Data and pipeline audit
- Implementation or advisory sprint
- Documentation and handoff
AI labs
Teams building molecular models who need rigorous chemical ground truth.
Biotech
Organizations working in discovery, screening, or synthesis automation.
Energy & electrochemistry
Teams designing battery or redox-flow systems with complex chemistry data.