- conflicts or gaps
- [[{"field": "founded_year", "conflict": {"value": "2015 (Startup Intros, Satori He LinkedIn start date) vs 2016 (YC, CB Insights, Crunchbase, LinkedIn company page)", "source_urls": ["https://startupintros.com/orgs/mosaix-ai", "https://www.linkedin.com/in/satorihe", "https://www.ycombinator.com/companies/mosaix-ai", "https://www.cbinsights.com/company/mosaic1"]}}, {"field": "founders", "conflict": {"value": "YC lists only Satori He as founder; Sam Liu omitted from YC founders section despite being documented CEO/co-founder elsewhere", "source_urls": ["https://www.ycombinator.com/companies/mosaix-ai", "https://startupintros.com/orgs/mosaix-ai", "https://linkedin.com/in/sumangliu"]}}, {"field": "founder_names", "conflict": {"value": "Tracxn lists Cheng He and Sumang Liu; other sources use Satori He and Sam Liu (likely legal vs professional names)", "source_urls": ["https://tracxn.com/d/companies/mosaix/__G7ayQ6iuSDPEQ4LzHo-dQ77Z1l4YCNSFyV0VzQ9qwo0", "https://www.linkedin.com/in/satorihe", "https://linkedin.com/in/sumangliu"]}}, {"field": "total_funding", "conflict": {"value": "PitchBook/CB Insights ~$6.6M vs Tracxn $120K vs reforgers <$5M", "source_urls": ["https://pitchbook.com/profiles/company/164312-02", "https://www.cbinsights.com/company/mosaic1", "https://tracxn.com/d/companies/mosaix/__G7ayQ6iuSDPEQ4LzHo-dQ77Z1l4YCNSFyV0VzQ9qwo0", "https://reforgers.com/startups/mosaixai"]}}, {"field": "operating_status", "conflict": {"value": "YC Inactive + PitchBook Out of Business (2021-08-02) + Tracxn deadpooled vs Crunchbase Active + CB Insights Alive + LinkedIn active", "source_urls": ["https://www.ycombinator.com/companies/mosaix-ai", "https://pitchbook.com/profiles/company/164312-02", "https://tracxn.com/d/companies/mosaix/__G7ayQ6iuSDPEQ4LzHo-dQ77Z1l4YCNSFyV0VzQ9qwo0", "https://www.crunchbase.com/organization/mosaix-a47f", "https://www.cbinsights.com/company/mosaic1", "https://www.linkedin.com/company/mosaix-ai"]}}, {"field": "employee_count", "conflict": {"value": "YC peak 20 vs current reports of 5–8 vs stale 11–50 ranges", "source_urls": ["https://www.ycombinator.com/companies/mosaix-ai", "https://tracxn.com/d/companies/mosaix/__G7ayQ6iuSDPEQ4LzHo-dQ77Z1l4YCNSFyV0VzQ9qwo0", "https://www.linkedin.com/company/mosaix-ai", "https://www.crunchbase.com/organization/mosaix-a47f"]}}, {"field": "product_description", "conflict": {"value": "CB Insights opening line mentions connecting smart devices (IoT hub framing) while other sources describe NLP/voice API platform", "source_urls": ["https://www.cbinsights.com/company/mosaic1", "https://www.linkedin.com/company/mosaix-ai", "https://www.ycombinator.com/companies/mosaix-ai"]}}, {"field": "name_collision", "conflict": {"value": "Mosaix.ai is distinct from MosaicML (acquired by Databricks 2023) and Solar Mosaic; frequent source confusion risk", "source_urls": ["https://www.crunchbase.com/organization/mosaix-a47f", "https://www.crunchbase.com/organization/mosaic-ml"]}}, {"field": "founder_background_claims", "conflict": {"value": "LinkedIn company page claims founders from Google, Snapchat, Apple, Yahoo, Cisco; individual founder profiles confirm Apple/Cisco but Snapchat claim unverified per founder LinkedIns", "source_urls": ["https://www.linkedin.com/company/mosaix-ai", "https://linkedin.com/in/sumangliu", "https://www.linkedin.com/in/satorihe"]}}, {"field": "shutdown_timeline", "gap": {"value": "PitchBook out-of-business date 2021-08-02 conflicts with Satori He LinkedIn tenure ending 2023-01 and residual LinkedIn employee count of 5 in 2026; operational wind-down timeline unclear", "source_urls": ["https://pitchbook.com/profiles/company/164312-02", "https://www.linkedin.com/in/satorihe", "https://www.linkedin.com/company/mosaix-ai"]}}, {"field": "website", "gap": {"value": "mosaix.ai could not be fetched during research; current site content/availability unknown", "source_urls": ["https://www.ycombinator.com/companies/mosaix-ai"]}}]]
- source urls
- ["https://linkedin.com/in/sumangliu", "https://mosaix.ai", "https://parsers.vc/startup/mosaix.ai/", "https://pitchbook.com/profiles/company/164312-02", "https://reforgers.com/startups/mosaixai", "https://satorih.medium.com/", "https://startupintros.com/orgs/mosaix-ai", "https://tracxn.com/d/companies/mosaix/__G7ayQ6iuSDPEQ4LzHo-dQ77Z1l4YCNSFyV0VzQ9qwo0", "https://www.cbinsights.com/company/mosaic1", "https://www.crunchbase.com/organization/mosaic-ml", "https://www.crunchbase.com/organization/mosaix-a47f", "https://www.linkedin.com/company/mosaix-ai", "https://www.linkedin.com/in/satorihe", "https://www.ycombinator.com/companies/mosaix-ai"]