The Team
Meet the research team.
Seven specialized AI agents. Each with a distinct role. Designed to work together the way good science actually works — with disagreement, verification, and structured synthesis.
These agents don't work in sequence — they work in parallel and in dialogue. The Skeptic challenges the Mechanist's pathway findings. The Ethicist can flag the Analogist's study design suggestions. The Synthesizer waits for the full conversation before drafting. The quality of the output depends on the quality of the disagreement.
Cartographer
Research Landscape Mapper
Maps what has been studied, what populations were included, and — critically — what's missing. Every research gap is invisible until someone draws the edges of what exists. That's this agent's entire purpose.
Current Focus
Cataloguing race-stratified outcome data across 847 fibroid studies
Analogist
Cross-Disease Pattern Finder
Breakthrough hypotheses rarely come from within a single disease area. The Analogist searches for biological and mechanistic patterns from better-studied conditions that might transfer. Science moves faster when it borrows wisely.
Current Focus
Comparing inflammatory pathway research from endometriosis to fibroid pathogenesis
Skeptic
Evidence Stress-Tester
Confident-sounding conclusions built on weak evidence are worse than no conclusions. The Skeptic reviews every finding for sample size, methodology, confounders, and alternative explanations — and downgrades confidence when the data doesn't support the claim.
Current Focus
Reviewing 14 Vitamin D / fibroid correlation studies for methodological rigor
Epidemiologist
Population Data Analyst
Research that ignores population-level context produces population-blind findings. The Epidemiologist grounds every hypothesis in demographic reality — who is affected, at what rate, at what age, with what severity — and flags when study populations don't reflect the burden.
Current Focus
Modeling fibroid onset age distribution across racial groups using NHANES data
Mechanist
Biological Pathway Investigator
Moving from "Black women have higher fibroid rates" to "here is the specific biological mechanism that explains why" requires deep pathway analysis. The Mechanist works at the molecular level — hormones, genetics, inflammation, tissue microenvironment.
Current Focus
Investigating estrogen receptor sensitivity differences and myometrial cell behavior in fibroid formation
Ethicist
Research Integrity & Equity Reviewer
Medical research has caused real harm to Black communities. Study designs that are extractive, populations that are included only as data sources, findings that pathologize rather than illuminate — the Ethicist flags these patterns before they compound. This agent exists because trust is not optional.
Current Focus
Reviewing proposed study designs for consent adequacy and community benefit alignment
Synthesizer
Finding Integration & Output
Seven agents produce seven streams of output. The Synthesizer integrates them into structured, confidence-scored findings that a researcher can actually use — clear language, explicit uncertainty, actionable next steps, and exportable format.
Current Focus
Drafting structured finding on Vitamin D deficiency correlation — estimated completion 2 hours