
Ingest
Every source, gathered.
Papers, preprints, datasets, notebooks, and your lab's internal memory — brought in, normalized, and made queryable as a single corpus.
humanovo reads every paper, dataset, and notebook that matters to your question — then threads them into a single line of thought you can interrogate, continue, and publish from.

The literature, your lab’s notebooks, every dataset you’ve touched — held in one model that thinks in citations, not snippets.
ChatGPT doesn't know what your lab read yesterday.
humanovo has read every paper that touched your question.
Elicit and Consensus return papers.
humanovo returns the next experiment.
Notion is for what you've already written.
humanovo is for the thought you haven't had yet.
Four stages, one pipeline. Scroll through the loop that turns a field of literature into a direction worth pursuing.

Every source, gathered.
Papers, preprints, datasets, notebooks, and your lab's internal memory — brought in, normalized, and made queryable as a single corpus.

Patterns the eye would miss.
Semantic, causal, and numerical signals are extracted and cross-correlated across every source. The literature stops being a pile — it becomes a map.

Hypotheses that earn their place.
When signals converge, humanovo surfaces the hypothesis, its evidence trail, and the experiment that would test it. No black box — every claim carries its citations.

Your research, in sequence.
Threads, milestones, and citations stay in step. Every direction carries its full context forward, so the next investigator picks up exactly where you left.
Provenance, privacy, and a pipeline you can audit. The three things a researcher needs to be confident in a tool before depending on it.
Every citation round-trips through CrossRef and NCBI before it lands on your screen. Hallucinated references never reach you.
A focused desktop tool tuned for long research sessions — quiet on your desk, fast in your thread.
Windows 11 · 10
humanovo-setup-x64.exe
macOS 13 Ventura+
humanovo-arm64.dmg
Ubuntu 22.04 · Fedora
humanovo-x86_64.AppImage
A web version will launch alongside desktop. .