DataHow

Research on the record

• 2025-12-12DataHow's software steers a Merck Serono antibody perfusion bioreactor for 20 days and reaches a cell-volume target standard runs missLevel 4 · Tested in the physical world

Graded by how far the evidence went, not how good the result is. See the methodology.

Also on the timeline

• 2026-09-02DataHow, an ETH Zurich spin-out, raises a bridge round to link its bioprocess models to live plant dataCapital

People

Only people the AI4S.fyi record has named: in a round, a timeline entry, commentary, an interview or a sourced role. Not the full team.

Funding rounds tracked

• 2026-09-02Bridge · undisclosedconfirmedLed by Momenta · With Rockwell Automation, HINA Bioventures, Zürcher KantonalbankStated use: real-time plant connectivity, model-driven control, downstream processing
• 2024-06-21Series A · undisclosedconfirmedLed by Momenta · With Rockwell Automation, Zürcher KantonalbankStated use: develop and deploy DataHowLab

Each round links to its line on the funding record, with its source.

Also in Biology data and tools on the funding board

The other companies the funding board files under the same field, latest round first. A list of what the record tracks, not a ranking or a market map.

• 2026-10-27OmabitSeed · $2MSoftware that analyses a drug developer's own preclinical, clinical and genomic data alongside published research: a scientist chooses the question in plain language and it runs the analysis and writes it up, starting with clinical development, biomarker and translational teams.
• 2026-10-26adsilicoSeries A · £10MA University of Leeds spinout whose Virtual Chimera platform builds virtual hearts and blood vessels from anonymised clinical scans with generative AI, then runs physics simulations of how a heart valve, stent or other implant behaves in each, across a population varied by age, sex, ethnicity, body size and disease.
• 2026-10-20Electric PlantSeed · $11.2MMakes electrodes and low-cost sensors that record a living plant's electrical signals from its stem or trunk, and Bombadil, a model trained on those signals across about a hundred species that estimates leaf stress measures such as photosynthetic efficiency and water stress, for farming, forestry and plant care.
• 2026-10-10BIOTREESeries B · nearly CNY 100MA mass-spectrometry service company for metabolomics and proteomics, with its own metabolite standards library. It is moving into single-cell and spatial omics and pitches that data (its MetCell single-cell metabolomics in particular) as training material for virtual-cell models.
• 2026-10-08Onyx BioSeed · $8MRuns paid, at-home research studies that measure the same people's immune systems over months and years (proteins, single-cell gene expression, metabolites, genetics) beside their clinical histories, processes every sample in its own Berkeley lab, and offers the data to biopharma and AI model developers as a 'virtual immune system'. Its first studies cover autoimmune disease and immune ageing.
• 2026-10-08OptoSeekerPre-A · over CNY 50MBuilds lab instruments that move and screen single cells with light (optoelectronic tweezers), for antibody discovery, cell-line development and cell and gene therapy. It pitches the time-stamped single-cell function data they produce as training data for AI biology models.

All 15 in this field →