A Chemistry-Native AI Workbench for Battery & Energy Materials R&D
REACTOR is used by battery and energy materials scientists across electrode chemistry, electrolyte systems, solid-state development, beyond-lithium chemistries, separators, and battery recycling. It reasons across peer-reviewed literature, your own protocols, and connected chemistry data sources, with source references for extracted claims and supporting citations for synthesized inferences.
Free tier available. No credit card required.
Battery R&D moves across electrode design, electrolyte chemistry, interface science, and emerging chemistries.
A typical project covers active material selection, electrolyte formulation, interface and SEI chemistry, cycling performance, and increasingly, recycling and circularity. Each step pulls on peer-reviewed literature, supplier specifications, characterization data, and the team's own electrochemical results.
The slow part is reasoning across that surface while keeping the chemistry context coherent. Holding active chemistry, electrolyte behavior, and interface stability together as a project moves between different material systems and benchmark conditions.
REACTOR is a chemistry co-pilot designed for this work. It reasons across battery and energy materials chemistry alongside the materials you bring in, links extracted claims to source documents, and keeps captured insights organized in your Research Space.
Where REACTOR Fits Across Batteries & Energy Materials
Battery and energy materials R&D spans a broad chemistry surface. Each sub-area has its own reasoning challenges, and each benefits from a chemistry-native intelligence layer.
Electrode Chemistry (Cathode & Anode)
Electrolyte Chemistry
Solid-State Battery Chemistry
Beyond-Lithium Chemistries
Battery Separators & Membranes
Battery Recycling Chemistry
What This Looks Like in Batteries & Energy Materials
Concrete examples of how REACTOR's chemistry-native reasoning supports the full R&D loop: discover, analyze, capture, reuse.
Evaluating a New Cathode Material
A battery chemist evaluating a new high-nickel cathode chemistry interrogates the literature on structural stability and SEI formation alongside the team's own cycling data. REACTOR reasons across degradation pathways, with source references on extracted claims.
Comparing Electrolyte Additive Packages
A senior electrochemist comparing electrolyte additive packages uploads supplier data sheets and recent literature on SEI chemistry. REACTOR reasons across additive systems, with the analysis captured as a reusable Resource.
Investigating Solid-State Interface Behavior
An R&D lead investigating interface resistance in a solid-state cell uploads characterization data and adjacent literature. REACTOR surfaces relevant interface chemistry and prior-art context, attached to the Research Space.
Forking Reasoning on Two Recycling Routes
A battery materials chemist forks a reasoning thread to evaluate hydrometallurgical and direct recycling routes for a specific cell chemistry. Both lines stay live in the Research Space, with AI Notes and User Notes captured separately.
Web Research Inside REACTOR
REACTOR includes live web research alongside its core chemistry reasoning. Battery and energy materials scientists use it to evaluate raw-material suppliers, compare electrode and electrolyte vendors, track market and regulatory shifts, and access current industry intelligence from across the open web. Web results are presented with source provenance; users should verify critical safety or regulatory information against primary literature, regulatory databases, or supplier data.
Related Industries
REACTOR supports chemistry-native R&D across multiple adjacent areas.
AI for Electrochemistry
Electrochemistry across batteries, sensors, corrosion, and electrocatalysis.
AI for Materials Science
Advanced materials, ceramics, and characterization.
AI for Catalysis Research
Catalyst chemistry for energy conversion systems.
AI for Polymer R&D
Polymer chemistry across separators, binders, and solid electrolytes.
AI for Specialty Chemicals
Additives, intermediates, and ingredient chemistry.
All Industries →
See every chemistry and materials area REACTOR supports.
Built for the People Doing the Work
VP R&D · Chief Battery Scientist · Technical Co-Founder
Energy storage startups developing new chemistries under capital and time pressure. REACTOR adds chemistry depth without adding headcount, supporting material selection and interface research.
Senior Battery Chemist · Electrolyte Scientist · Cell Engineer
Practicing scientists balancing pipeline projects, cell performance work, and customer benchmarks. REACTOR provides professional leverage by accelerating analysis and capturing decision rationale.
VP R&D · Head of Battery Innovation · Director of Energy Materials
R&D leaders managing portfolios across electrode chemistries, electrolyte systems, and recycling. REACTOR functions as research infrastructure across the energy materials portfolio.
500+
Researchers using REACTOR across chemistry and materials science
Source-traceable
Extracted claims reference papers, figures, and data; synthesized inferences flag supporting citations
Multi-source
Connected to peer-reviewed literature and chemistry data sources like PubChem
By scientists
Founded by a physical chemist, an AI/ML PhD, and a CS/Math PhD
Test REACTOR on Your Own Battery or Energy Materials Work
Open a Research Space, bring in a paper, patent, or one of your own characterization data, and see how REACTOR reasons across the chemistry in your own work.
REACTOR supports R&D reasoning and information work. It is not a substitute for institutional safety review. Always consult qualified safety officers and validated SOPs before lab work involving hazardous chemistry.