Use Scout to investigate scientific questions, evaluate evidence, compare hypotheses, prioritize what to pursue, and plan the next step — across the research process.
Scout is most valuable where scientists are asking questions that require many steps, many sources, and many scientific tools to answer well.
Instead of manually moving between literature, databases, models, and analysis tools, scientists give Scout the research objective. Scout determines the work required, executes it, and synthesizes the evidence into an inspectable result.
Example question: “What targets and pathways are most strongly implicated in acquired resistance to KRAS G12C inhibition in NSCLC?” Scout can assemble published resistance mechanisms, genes, pathway evidence, expression findings, and supporting citations into ranked hypotheses for follow-up.
Example question: “Build the case for and against inhibiting this target in pancreatic cancer.” Scout can investigate disease association, genetics, expression, pathway biology, published perturbation evidence, known liabilities, and contradictory findings — then show where the hypothesis is strong and where evidence is missing.
Example question: “Given this molecule’s mechanism and target profile, what additional disease indications have the strongest biological rationale?” Scout can connect mechanism of action to disease pathways, genetic associations, published evidence, related clinical activity, and competitive programs to prioritize expansion hypotheses.
Example question: “Rank these 40 compounds for progression based on potency, selectivity, predicted ADMET, structural fit, and known liabilities.” Scout can coordinate the required analyses, compare candidates against the same criteria, and produce an evidence-backed shortlist for scientist review.
Example question: “What developability risks should we investigate before advancing this lead series?” Scout can evaluate predicted ADME, toxicity, physicochemical properties, off-target concerns, and literature-reported liabilities to surface risks before additional wet-lab investment.
Example question: “Which biomarkers could distinguish responders from non-responders for this mechanism?” Scout can investigate gene and protein expression, pathway context, disease subtypes, published response associations, and mechanistic evidence to generate biomarker hypotheses for validation.
Example question: “Who is developing therapies against this target, which modalities are they using, and where is there scientific whitespace?” Scout can connect companies, assets, mechanisms, publications, and clinical programs to create a research-driven view of the competitive field.
Example question: “What evidence supports this asset and mechanism, what contradicts it, and what should we investigate before licensing?” Scout can synthesize target biology, mechanism, published studies, clinical evidence, competitive context, and unresolved scientific questions into a cited diligence package.
Start with a research question in Scout. As your needs grow, SigmaticOS can extend autonomous science into the tools, methods, pipelines, systems, and experimental environment your organization already uses.
Scientists interact in natural language while Scout plans, executes, and synthesizes the research.
Connect commercial tools, proprietary methods, scientific agents, data, and reusable pipelines.
Connect LIMS + ELN and experimental systems so real-world evidence can inform what happens next.
Show us the scientific problem. We’ll tailor the demo around the kind of work your team actually needs to do — not a canned product tour.
Bring the question. Target hypothesis, asset, molecule set, disease area, diligence question, or research workflow.
See Scout approach the work. We’ll show how Scout plans, executes, and synthesizes a multi-step scientific research program.
Go deeper when it matters. Explore SigmaticOS, proprietary methods, enterprise tools, LIMS + ELN, or Lab-in-the-Loop where relevant.
Tell us what your team is working on and what you want to explore. We’ll use that context to make the session relevant from the start.