- conflicts or gaps
- [[{"field": {"value": "funding.total_raised_usd", "source_urls": ["https://www.cbinsights.com/company/data-driven-bioscience/financials", "https://www.thecompanycheck.com/company/b/data-driven-bioscience/56ndf97cvxrl67tl2", "https://www.linkedin.com/company/data-driven-bioscience"]}, "issue": {"value": "CB Insights reports $120K total VC across four rounds; Company Check reports grant $300,682 plus undisclosed 2018 seed; LinkedIn-derived data on company page claims $16.1M total funding with pre-2018 round dates (likely erroneous aggregation).", "source_urls": ["https://www.cbinsights.com/company/data-driven-bioscience/financials", "https://www.thecompanycheck.com/company/b/data-driven-bioscience/56ndf97cvxrl67tl2", "https://www.linkedin.com/company/data-driven-bioscience"]}}, {"field": {"value": "funding.latest_round", "source_urls": ["https://www.cbinsights.com/company/data-driven-bioscience", "https://www.thecompanycheck.com/company/b/data-driven-bioscience/56ndf97cvxrl67tl2"]}, "issue": {"value": "CB Insights labels latest round Seed-II (2023-07-14); Company Check and Tracxn label Jan 2025 federal grant as latest round.", "source_urls": ["https://www.cbinsights.com/company/data-driven-bioscience/financials", "https://www.thecompanycheck.com/company/b/data-driven-bioscience/56ndf97cvxrl67tl2", "https://tracxn.com/d/companies/datadrivenbioscience/__Xwa0RiGZIuF-moPljrj9L04REfTYM9KhIEyyBFz-AUs"]}}, {"field": {"value": "funding.investors", "source_urls": ["https://www.cbinsights.com/company/data-driven-bioscience", "https://www.thecompanycheck.com/company/b/data-driven-bioscience/56ndf97cvxrl67tl2", "https://standout.work/companies/data-driven-bioscience"]}, "issue": {"value": "Investor lists differ: CB Insights lists Brighter Capital, Y Combinator, IT-Farm, Leadout Capital, Hawktail; Standout adds Initialized Capital; Company Check also lists Hana Financial Group and GGV Capital without primary confirmation.", "source_urls": ["https://www.cbinsights.com/company/data-driven-bioscience", "https://standout.work/companies/data-driven-bioscience", "https://www.thecompanycheck.com/company/b/data-driven-bioscience/56ndf97cvxrl67tl2"]}}, {"field": {"value": "employees.snapshots", "source_urls": ["https://www.ycombinator.com/companies/data-driven-bioscience", "https://www.linkedin.com/company/data-driven-bioscience", "https://bouncewatch.com/explore/startup/data-driven-bioscience"]}, "issue": {"value": "Headcount reported as 10 (YC/OSS), 7 (LinkedIn), or 11-50 range (Bounce Watch).", "source_urls": ["https://www.ycombinator.com/companies/data-driven-bioscience", "https://yc-oss.github.io/api/batches/summer-2018/data-driven-bioscience.json", "https://www.linkedin.com/company/data-driven-bioscience", "https://bouncewatch.com/explore/startup/data-driven-bioscience"]}}, {"field": {"value": "founders", "source_urls": ["https://www.ycombinator.com/companies/data-driven-bioscience", "https://tracxn.com/d/companies/datadrivenbioscience/__Xwa0RiGZIuF-moPljrj9L04REfTYM9KhIEyyBFz-AUs"]}, "issue": {"value": "YC lists only Sandeep Dave as founder; no other co-founders identified in primary sources reviewed.", "source_urls": ["https://www.ycombinator.com/companies/data-driven-bioscience", "https://techcrunch.com/2018/08/20/here-are-the-63-startups-that-launched-today-at-y-combinators-s18-demo-day-1/"]}}, {"field": {"value": "identity.display_name", "source_urls": ["https://techcrunch.com/2018/08/20/here-are-the-63-startups-that-launched-today-at-y-combinators-s18-demo-day-1/", "https://www.ycombinator.com/companies/data-driven-bioscience"]}, "issue": {"value": "TechCrunch alternates between 'Data Driven Bioscience' and 'Data Driven Biosciences' in S18 coverage.", "source_urls": ["https://techcrunch.com/2018/08/20/here-are-the-63-startups-that-launched-today-at-y-combinators-s18-demo-day-1/"]}}, {"field": {"value": "funding.rounds[0].amount_usd", "source_urls": ["https://www.cbinsights.com/company/data-driven-bioscience/financials", "https://bouncewatch.com/explore/startup/data-driven-bioscience"]}, "gap": {"value": "Per-round equity amounts for 2018 seed, 2022 seed VC, and 2023 Seed-II not publicly disclosed; $120K figure may represent aggregate VC total rather than single round.", "source_urls": ["https://www.cbinsights.com/company/data-driven-bioscience/financials"]}}, {"field": {"value": "exit_status.valuation_usd", "source_urls": ["https://www.cbinsights.com/company/data-driven-bioscience/financials"]}, "gap": {"value": "No public post-money valuation or revenue figures found in primary sources reviewed.", "source_urls": ["https://www.cbinsights.com/company/data-driven-bioscience/financials", "https://www.highergov.com/awardee/data-driven-bioscience-inc-12556410/"]}}, {"field": {"value": "products.regulatory_status", "source_urls": ["https://datadrivenbioscience.com"]}, "gap": {"value": "Website testimonials reference MolDX and regulatory support; FDA clearance/LDT status and specific diagnostic codes not verified in primary regulatory filings reviewed.", "source_urls": ["https://datadrivenbioscience.com"]}}]]
- source urls
- ["https://bouncewatch.com/explore/startup/data-driven-bioscience", "https://datadrivenbioscience.com", "https://ddb.bio", "https://dst.duke.edu/our-work/resilience/getting-personal-with-blood-cancers/", "https://linkedin.com/in/sandeep-dave-439679165", "https://medicine.duke.edu/news/meet-dr-sandeep-dave-new-wellcome-clinical-distinguished-professor", "https://standout.work/companies/data-driven-bioscience", "https://techcrunch.com/2018/08/20/here-are-the-63-startups-that-launched-today-at-y-combinators-s18-demo-day-1/", "https://tracxn.com/d/companies/datadrivenbioscience/__Xwa0RiGZIuF-moPljrj9L04REfTYM9KhIEyyBFz-AUs", "https://webservices.ncleg.gov/ViewDocSiteFile/104672", "https://www.cbinsights.com/company/data-driven-bioscience", "https://www.cbinsights.com/company/data-driven-bioscience/financials", "https://www.commerce.nc.gov/one-nc-small-business-program-report-2025-9-1/download?attachment=", "https://www.highergov.com/awardee/data-driven-bioscience-inc-12556410/", "https://www.linkedin.com/company/data-driven-bioscience", "https://www.thecompanycheck.com/company/b/data-driven-bioscience/56ndf97cvxrl67tl2", "https://www.ycombinator.com/companies/data-driven-bioscience", "https://www.ycombinator.com/companies/data-driven-bioscience/jobs/ZmjukEWRX-bioinformatics-specialist", "https://yc-oss.github.io/api/batches/summer-2018/data-driven-bioscience.json"]