- matgen ai · ai-accelerated research -
AI research
tools for
hard sciences.
Two surfaces, one practice. Spark indexes energy materials. Lamp accelerates patent work. Both built for the people who actually read the papers.
- what we do
For materials R&D teams
A searchable database of 1,000+ battery compounds - capacity, voltage, cycles, retention, electrode role, citation. Refreshed weekly.
Open Spark →For patent attorneys & IP teams
An AI workstation for patent search, claims analysis, family graphs, prior art, and written opinions.
Open Lamp →02 products · live
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MATERIALS · BATTERIES
spark
Energy materials, indexed.
1,000+ compounds · capacity · cycles · electrodes · weekly updates
- recent writing
Notes from the team.
Mar 2026
Sodium-ion is the new lithium-iron-phosphate
A short literature review across 312 papers indexed in Spark.
12 min
→
Feb 2026
Claim-chart automation, honestly
What Lamp gets right, and what it still gets wrong.
6 min
→
Jan 2026
Reading patents is reading in the dark
On naming a product after the most important object on a researcher's desk.
4 min
→