Biotech & drug discovery

An AI colleague for the lab — from experiment design to regulatory filings

Find papers and public data to design experiments, organize results, and prepare national R&D proposals and regulatory documents, so researchers focus on research.

Where Biotech teams get stuck

  • 1Literature takes time

    Days in papers and databases to design one experiment.

  • 2Grant paperwork

    Finding R&D calls and writing proposals eats research time.

  • 3Records & reproducibility

    Scattered notes and data make reproduction and reporting hard.

A day with AI colleagues

  1. 09:00Literature agent

    Summarized 18 recent papers and 4 clinical trials on the target.

  2. 11:00Experiment design agent

    Drafted an orthotopic model design and SOP.

  3. 14:00Grant agent

    Listed 3 IRIS calls closing within 14 days and our fit.

  4. 17:00Data agent

    Organized today's results into the notebook with statistics.

Example scenes. Real work runs on your company's data, rules and connected tools.

Work areas

Literature & data research

Evidence from PubMed, ClinicalTrials, ChEMBL and more.

  • Paper summaries
  • Trial search
  • Target & compound data

Experiment design & records

Designs, SOPs and lab notebooks.

  • Design drafts
  • SOPs
  • Electronic notebook

National R&D grants

Find calls; prepare proposals and reports.

  • IRIS / SMTECH calls
  • Proposal drafts
  • Annual reports

Regulatory & quality

Regulatory documents and GxP records.

  • MFDS / FDA materials
  • GLP / GMP records
  • Quality documents

AI agents on your team

  • Literature agentPapers & data
  • Experiment design agentDesign & SOP
  • Data agentResults & statistics
  • Grant agentCalls & proposals
  • Regulatory agentRegulatory documents
  • Quality agentGxP records

Ready-to-use skills

  • Literature summary
  • Experiment design
  • SOP writing
  • Statistical analysis
  • R&D proposal
  • Annual report
  • Regulatory documents
  • GxP record review

Tools and data we connect

  • PubMed / Europe PMC
  • ClinicalTrials.gov
  • ChEMBL / PubChem / UniProt
  • IRIS / SMTECH
  • MFDS open data
  • Electronic lab notebook

Metrics you watch together

  • Literature review timePer topic
  • Grant applicationsPer quarter
  • ReproducibilitySOP adherence
  • Report prep timeAnnual & interim

First setup — in this order

  1. 1Register research areas & targets
  2. 2Set grant call conditions
  3. 3Import SOP templates
  4. 4Start the lab notebook

FAQ

Does research data leave?

Raw data stays in your storage; only questions go to external search.

Can we trust the designs?

Sources come with each design; the PI decides.

How often are calls collected?

Once a day, sorted by deadline.

Start with a template made for Biotech

Pick your industry at signup and screens, colors, agents and skills are prepared for it. You can change it any time after setup.