Patent landscapes, competitor pipelines and a standing watch on the literature, delivered as findings you can check in one click rather than summaries you have to trust.
An AI literature review system for biotech reads papers, preprints, patent filings and trial registries on a schedule, and reports what changed for your targets, modalities and competitors, with every finding linked to the passage it came from. It is a monitoring and mapping tool. The judgement about what a finding means stays with your scientists and your patent attorney.
The hard part is not summarising. It is coverage across vocabularies: a competitor’s patent claims a “binding agent” where your team says “antibody”, a preprint describes your target under a gene alias, a trial registration names the compound only by an internal code. Keyword alerts miss these. Retrieval built on embeddings, synonym expansion and entity resolution across PubMed, bioRxiv, Espacenet, the USPTO, WIPO PATENTSCOPE, ClinicalTrials.gov and the EU CTIS is what catches them.
If what you need is evidence extraction from published trial reports, such as cohorts, endpoints and adverse events into a table, that is covered on our life-sciences research page. This page is about the strategic picture: who holds what, who is running what, and what was published this week.
PubMed · bioRxiv · patent offices · trial registries
targets, aliases, compound codes, assignees
against your watch list
no resolvable passage, no finding
digest, landscape or pipeline record
anything touching claims or FTO
It can draft one, and that draft is useful only if every sentence links to the passage that supports it. We build retrieval so a claim without a resolvable source is dropped rather than shown. A scientist still decides what the evidence means, what is missing and what goes into anything published or submitted. Treat the output as a first pass with receipts, not as a finished review.
For individual reading, general research assistants are fine. For a biotech watching specific targets, competitors and patent families, the limit is usually coverage and confidentiality: your watch list, internal aliases and unpublished context cannot go into a public tool. A system built on your own sources and infrastructure, tuned to your vocabulary, is what we build when the off-the-shelf tools stop being enough.
It can do the heavy part: collecting families, grouping them, parsing claims and tracking status across offices. It cannot give a freedom-to-operate opinion, which is a legal judgement made by a patent attorney. We design the output for that handover, with each claim element and its source visible, so counsel spends their time on judgement rather than collation.
By architecture. Answers are generated only from retrieved passages, and each citation is checked against the stored source before display. A citation that does not resolve is removed with the sentence it supports. We then measure recall and citation accuracy on a sample your scientists label, so you know how far to rely on it before you do.
What we built, what stage it is at, and a link to the live thing wherever there is one.
yourOS is an operating system with an AI at its heart. You talk to it like a person, out loud or typed. It makes your calls, plans your days and works on your projects with a crew of agents, on your own private server. Our own product, built from the first commit; the waitlist is open.
Website, backend and app assets for Sonora, a free AI sound-therapy app on iOS and Android published by Cognitive AI.
Brand, website, prototype, apps on five platforms, the AI backend and the algorithm-intelligence pipeline for Podswap, a social growth engine that runs without a human in the loop.
In closed beta: Roxy, a private AI assistant with permanent memory running on infrastructure the user owns. Brand, site, product, backend and conversational design.
Live at coherence.com: brand identity generated with AI agents we directed, the motion system and website for the group behind Sonora, AboutAI, WakeUp and MudShadows. Agent work remains in build.
Live at domainbooth.com for DomainBooth, a premium domain brokerage: a new animated mark, every page redesigned and rebuilt with designed mobile layouts, and a custom CMS for its sales record, featured names, press and enquiries.
Start with your watch list: targets, competitors and the sources you check by hand today.
30-minute technical call · no deck