Thermo Fisher ScientificIncumbent

Dominant cryo-EM and electron-microscopy platform provider; is integrating AI for automated data collection — RL-driven beam and stage control is a credible near-term product direction.

Dominant cryo-EM hardware vendor actively embedding AI-driven automation (autoEPU, Smart EPU) into their data-collection and preprocessing software stack.

Dominant cryo-EM and TEM vendor actively integrating AI-assisted particle picking and tomography reconstruction into its software suite (Tomo5, RELION integrations); controls the instrument-to-inference pipeline end-to-end.

Manufactures the dominant cryo-EM instruments (Krios line) and actively develops algorithmic reconstruction software; sits squarely at the nanoscale-imaging-meets-algorithm junction.