An R&D agent that reads everything, cites everything.
It scans papers, patents, and preprints in your field, summarizes the state of the art, maintains the experiment log, and prepares literature reviews with citations you can click and verify.
The reading pile, cleared.
Researchers spend a third of their time finding and reading papers. The agent gives that time back.
Literature-Review Agent
Monitors arXiv, PubMed, Semantic Scholar, and journals for your topics, summarizes new papers, and maintains a living review document with citations.
Experiment-Log Keeper
Structures experiment notes, links them to hypotheses and results, and keeps the lab notebook searchable and audit-ready.
Patent & Claim Watcher
Watches patent filings in your space, summarizes claims in plain language, and flags anything that overlaps your roadmap.
Benchmark Tracker
Tracks benchmark results across papers, maintains comparison tables, and tells you when the state of the art moves.
Grant & Funding Scout
Scans calls for proposals, matches them to your research themes, and drafts the first-pass application sections.
Research Reporter
Compiles weekly or monthly digests for the team and leadership — what was published, what it means, what to read first.
Citations or it doesn't ship.
An R&D agent that hallucinates a reference is worse than no agent. Ours is built to prove every claim.
Retrieve
Pull real papers, patents, and data from real sources — never from memory.
Extract
Pull claims, methods, and results with pointers to the exact passage.
Compare
Cross-check claims across sources and flag contradictions.
Cite
Every statement in the output links to a verifiable source.
Review
A researcher spot-checks the digest before it informs decisions.
Works inside your stack.
Your unpublished research stays yours.
Where it fits
COMPANY-SIZE FIT — Mid-market & enterprise. Literature and patent monitoring matters most to research-driven organizations — R&D teams, deep-tech startups, and enterprise innovation groups.
Tools it uses
arXiv, PubMed, Semantic Scholar, Google Patents, Zotero, Notion, Obsidian, Overleaf, Benchling, ELN systems, Slack.
Guardrails
Your internal notes and unpublished data stay in your environment. External queries are scoped to public sources. Full citation provenance on every claim.
Human checkpoints
Digest review before distribution, grant section approval before submission, and any IP-flag escalation goes to counsel, not the roadmap.
R&D agent questions.
How do you prevent hallucinated citations?
The agent retrieves from real databases and quotes with pointers to the source. If it can't find a source, it says so. Summaries always link out — nothing is asserted from model memory.
Does our unpublished research leave our environment?
No. Internal notes, experiment data, and drafts stay in your systems. The agent reads public sources externally and your private corpus internally — with a hard boundary between the two.
Can it keep up with our niche?
Yes — you define the topics, keywords, authors, and venues that matter. The agent builds a living digest tuned to your exact research frontier.
Can it help write papers?
It can draft related-work sections, format references, and check that claims match the cited sources. The science and the writing voice stay with your researchers.
Read everything. Miss nothing.
Tell us your field and your sources. We'll build an R&D agent that keeps your team at the state of the art.