- conflicts or gaps
- [{"employee_count_discrepancy": {"value": "Published headcount ranges from ~500 (YC profile, likely stale) to ~1,000-1,200 FTE (Wikipedia, Contrary, jobsbyculture) to ~5,800-6,700 (GetLatka, TipRanks — likely mixing contractors or using unreliable estimates)", "source_urls": ["https://www.ycombinator.com/companies/scale-ai", "https://en.wikipedia.org/wiki/Scale_AI", "https://research.contrary.com/report/scale", "https://getlatka.com/companies/scale", "https://www.tipranks.com/private-companies/scale-ai"]}, "meta_deal_amount_discrepancy": {"value": "Meta investment reported as $14.3B (CNBC, NYT, Scale blog) vs $14.8B (Wikipedia citing The Information, June 2025)", "source_urls": ["https://www.cnbc.com/2025/06/12/scale-ai-founder-wang-announces-exit-for-meta-part-of-14-billion-deal.html", "https://en.wikipedia.org/wiki/Scale_AI", "https://www.theinformation.com/articles/meta-to-pay-nearly-15-billion-for-scale-ai-stake"]}, "total_funding_definition_discrepancy": {"value": "Venture databases disagree whether Meta's $14.3B strategic stake counts toward 'total funding raised' ($1.6B VC vs $15.9B all-in per Tracxn)", "source_urls": ["https://sacra.com/c/scale-ai/", "https://tracxn.com/d/companies/scaleai/__iQC-P6zm6-YIchaMdt_UtWRoQNAzQYgkyxD99e8U-cI/funding-and-investors", "https://taptwicedigital.com/stats/scale-ai"]}, "yc_batch_discrepancy": {"value": "YC lists Summer 2016 batch; some secondary sources cite Winter 2016 YC cohort", "source_urls": ["https://www.ycombinator.com/companies/scale-ai", "https://hokai.io/hub/companies/scale-ai"]}, "founder_ceo_attribution_error": {"value": "GetLatka incorrectly lists Jason Droege as Scale AI founder; he joined as Chief Strategy Officer in September 2024", "source_urls": ["https://getlatka.com/companies/scale", "https://scale.com/blog/scale-ai-announces-next-phase-of-company-evolution"]}, "profitability_gap": {"value": "Company described data business as profitable in 2025 blog post; Business Insider reported interim CEO said company was not profitable amid July 2025 layoffs", "source_urls": ["https://scale.com/blog/scales-next-era-building-for-2026", "https://www.businessinsider.com/scale-ai-layoffs-jason-droege-overhiring-not-profitable-2025-7"]}, "legal_and_labor_controversies": {"value": "Multiple 2024-2025 lawsuits alleging wage theft and worker misclassification; Remotasks criticized for low pay, late payments, and abrupt country shutdowns", "source_urls": ["https://www.sfgate.com/tech/article/scale-ai-wage-theft-lawsuit-19963893.php", "https://techcrunch.com/2025/01/09/scale-ai-hit-by-its-second-wage-theft-lawsuit-in-less-than-a-month/", "https://www.washingtonpost.com/technology/2023/08/28/scale-ai-remotasks-philippines-artificial-intelligence/", "https://restofworld.org/2024/scale-ai-remotasks-countries-dropped/"]}, "meta_independence_tension": {"value": "Scale states independence and data firewalls with Meta, but Meta holds 49% non-voting stake, expanded commercial relationship, and former CEO now leads Meta superintelligence — creating perceived conflict-of-interest risk with rival AI lab customers (OpenAI, Google, etc.)", "source_urls": ["https://scale.com/blog/scale-ai-announces-next-phase-of-company-evolution", "https://www.cnbc.com/2025/06/12/scale-ai-founder-wang-announces-exit-for-meta-part-of-14-billion-deal.html", "https://techcrunch.com/2025/06/13/scale-ai-confirms-significant-investment-from-meta-says-ceo-alexandr-wang-is-leaving/"]}, "droege_title_gap": {"value": "Official June 2025 announcement titles Droege 'Interim CEO'; CNBC reported board planned to promote him to permanent CEO, but permanent title not confirmed in primary company blog post", "source_urls": ["https://scale.com/blog/scale-ai-announces-next-phase-of-company-evolution", "https://www.cnbc.com/2025/06/12/scale-ai-plans-to-promote-strategy-chief-droege-to-ceo-as-founder-wang-heads-for-meta.html"]}, "revenue_figure_sourcing_gap": {"value": "2024 revenue ($870M) and 2025 target ($2B) come from Bloomberg citing private sources; company blog confirms strong 2025 growth but does not publish audited figures", "source_urls": ["https://www.bloomberg.com/news/articles/2025-04-02/scale-ai-expects-to-more-than-double-sales-to-2-billion-in-2025", "https://scale.com/blog/scales-next-era-building-for-2026"]}}]
- source urls
- ["https://app.g2xchange.com/companies/DHU2LMKSDQD9", "https://donovan.scale.com/docs", "https://en.wikipedia.org/wiki/Lucy_Guo", "https://en.wikipedia.org/wiki/Scale_AI", "https://fundbat.com/company/scale-ai/", "https://getlatka.com/companies/scale", "https://golden.com/query/list-of-funding-rounds-for-scale-ai-35ZEV", "https://hokai.io/hub/companies/scale-ai", "https://jobsbyculture.com/blog/scale-ai-employee-count-2026", "https://research.contrary.com/report/scale", "https://restofworld.org/2024/scale-ai-remotasks-countries-dropped/", "https://sacra.com/c/scale-ai/", "https://scale.com/", "https://scale.com/blog/new-era-outlier", "https://scale.com/blog/scale-ai-announces-next-phase-of-company-evolution", "https://scale.com/blog/scales-next-era-building-for-2026", "https://scale.com/blog/series-c", "https://scale.com/careers", "https://scale.com/donovan", "https://scale.com/genai-platform", "https://scale.com/public-sector", "https://scale.com/public-sector-data-engine", "https://taptwicedigital.com/stats/scale-ai", "https://techcrunch.com/2025/01/09/scale-ai-hit-by-its-second-wage-theft-lawsuit-in-less-than-a-month/", "https://techcrunch.com/2025/06/13/scale-ai-confirms-significant-investment-from-meta-says-ceo-alexandr-wang-is-leaving/", "https://tracxn.com/d/companies/scaleai/__iQC-P6zm6-YIchaMdt_UtWRoQNAzQYgkyxD99e8U-cI/funding-and-investors", "https://venturebeat.com/ai/openai-names-scale-ai-preferred-partner-to-fine-tune-gpt-3-5/", "https://www.bloomberg.com/news/articles/2025-04-02/scale-ai-expects-to-more-than-double-sales-to-2-billion-in-2025", "https://www.businessinsider.com/scale-ai-layoffs-jason-droege-overhiring-not-profitable-2025-7", "https://www.cnbc.com/2025/06/12/scale-ai-founder-wang-announces-exit-for-meta-part-of-14-billion-deal.html", "https://www.cnbc.com/2025/06/12/scale-ai-plans-to-promote-strategy-chief-droege-to-ceo-as-founder-wang-heads-for-meta.html", "https://www.cnbc.com/2025/06/18/scale-ai-not-winding-down-following-meta-deal-interim-ceo-tells-employees-and-customers.html", "https://www.nytimes.com/2025/06/12/technology/meta-scale-ai-investment.html", "https://www.sfgate.com/tech/article/scale-ai-wage-theft-lawsuit-19963893.php", "https://www.theinformation.com/articles/meta-to-pay-nearly-15-billion-for-scale-ai-stake", "https://www.tipranks.com/private-companies/scale-ai", "https://www.washingtonpost.com/technology/2023/08/28/scale-ai-remotasks-philippines-artificial-intelligence/", "https://www.washingtontechnology.com/contracts/2026/05/dod-grows-scale-ai-agreement-500m/413396/", "https://www.ycombinator.com/companies/scale-ai"]