Kiwi Dynamics
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Speed up the research and compliance work that slows everything else down

Research, clinical and regulatory teams lose time to literature review, data extraction and documentation that has to be right, not just fast. We build agents that read the literature, extract the data and draft the documentation against your own protocols, so your scientists spend their time on the science.

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A better AI tool for life sciences teams, built around how you work.

Off-the-shelf software is built for the average lab. We build a tool around how yours actually works, as a web, iOS and Android app, on our own post-trained models where they fit.

  • A literature and data extractor

    Papers, trial reports and datasets read for the fields you need and written into a structured table, with the citation attached to every value.

  • A lab notebook assistant

    Results and observations captured by voice at the bench and written into your notebook in the structure your team already uses.

  • A regulatory document drafter

    Study data and prior submissions shaped into first drafts of the documents your regulators expect, for a specialist to review.

Runs alongside the software you have today, like Benchling, or takes its place when that suits you better.

Talk to us about your tool How we build apps Software for life sciences teams

Everything included,
nothing bolted on.

Every build starts with a fixed-scope conversation, no surprise line items after the fact.

  • Literature review and citation extraction
  • Structured data extraction from trials and reports
  • Regulatory submission drafting
  • Lab notebook and QA record reconciliation
  • Protocol and SOP search
  • Internal report and precedent search
  • Study documentation support
  • Compliance gap flagging

The build itself, not a proof of concept.

  • Literature and data extraction

    An agent that reads papers, trial data and internal reports and extracts the structured data you need, cited back to source so nothing has to be taken on faith.

  • Regulatory documentation

    Drafts of regulatory submissions and reports assembled from your existing data and templates, ready for a scientist to review rather than compile from a blank page.

  • Lab and trial data support

    Lab notebook entries, trial logs and QA records structured and reconciled automatically, catching gaps before they become a finding.

  • Internal knowledge access

    Ask across your own protocols, past studies and internal reports in plain English and get a sourced answer instead of searching a shared drive.

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FAQ

Everything is cited back to source, so nothing has to be taken on faith. The agent reads papers, trial data and internal reports and extracts the structured data you need with the citation attached.

No. Drafts of regulatory submissions and reports are assembled from your existing data and templates, ready for a scientist to review rather than compile from a blank page, but the review still happens.

Lab notebook entries, trial logs and QA records are structured and reconciled automatically, catching gaps before they become a finding rather than after.

Usually literature and data extraction or internal knowledge access, since asking across your own protocols, past studies and reports in plain English is a fast, low risk starting point.

Interested in solving your problems with life sciences?

Tell us what you are trying to do and we will reply with how we would build it, no obligation.

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Literature review and documentation that used to take weeks off a research timeline runs in the background, cited and ready for review, so your scientists spend their time on the science.

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