- conflicts or gaps
- [[{"field": "founded_year", "conflict": {"value": "YC lists 2018; CB Insights, Golden, Tracxn, Employbl, and LinkedIn list 2019.", "source_urls": ["https://www.ycombinator.com/companies/handl", "https://www.cbinsights.com/company/handlai", "https://golden.com/wiki/Handl_(company)-PBKBZJE"]}}, {"field": "headquarters", "conflict": {"value": "San Francisco (YC, CB Insights, Employbl) vs Mountain View (Tracxn, LinkedIn, Golden full address).", "source_urls": ["https://www.ycombinator.com/companies/handl", "https://tracxn.com/d/companies/handlai/__x2H8Tk5kPk5n0tik7792mzpyNmw_AblZBXbsAuLPHOQ", "https://golden.com/wiki/Handl_(company)-PBKBZJE"]}}, {"field": "employee_count", "conflict": {"value": "29 (YC) vs 10 (YCDB) vs 5–10 (Employbl) vs 7 (LinkedIn, 2026) vs 11–500 range (Golden).", "source_urls": ["https://www.ycombinator.com/companies/handl", "https://www.ycdb.co/company/handl", "https://www.employbl.com/companies/handl", "https://www.linkedin.com/company/handlai"]}}, {"field": "total_funding", "conflict": {"value": "$125K (Tracxn, LinkedIn) vs $150K (CB Insights); Employbl lists funding as Unknown.", "source_urls": ["https://tracxn.com/d/companies/handlai/__x2H8Tk5kPk5n0tik7792mzpyNmw_AblZBXbsAuLPHOQ/funding-and-investors", "https://www.cbinsights.com/company/handlai", "https://www.employbl.com/companies/handl"]}}, {"field": "funding_round_count", "conflict": {"value": "Tracxn reports 1 seed round; LinkedIn reports 2 prior rounds; Dealroom lists Mar 2020 and Dec 2020 seed rounds with undisclosed amounts.", "source_urls": ["https://tracxn.com/d/companies/handlai/__x2H8Tk5kPk5n0tik7792mzpyNmw_AblZBXbsAuLPHOQ/funding-and-investors", "https://www.linkedin.com/company/handlai", "https://sweden.dealroom.co/companies/handl_1"]}}, {"field": "founder_roster", "conflict": {"value": "YC lists 2 founders (Alexei Hahunov, Dima Matskevich). Employbl lists 3 founders including Alexey Tsishevski; The Org lists Tsishevski as COO, not founder.", "source_urls": ["https://www.ycombinator.com/companies/handl", "https://www.employbl.com/companies/handl", "https://theorg.com/org/handl-ai/org-chart/dmitry-matskevich"]}}, {"field": "founder_name_spelling", "conflict": {"value": "Alexei Hahunov (YC) vs Alexey/Aleksey Hahunov (Employbl, Tracxn, The Org); Dima vs Dmitry Matskevich.", "source_urls": ["https://www.ycombinator.com/companies/handl", "https://www.employbl.com/companies/handl", "https://tracxn.com/d/companies/handlai/__x2H8Tk5kPk5n0tik7792mzpyNmw_AblZBXbsAuLPHOQ"]}}, {"field": "dbrain_lineage", "conflict": {"value": "Handl described as evolution/rebrand of Dbrain.io (2016-founded D Brain entity with overlapping founders per Tracxn); exact corporate/legal continuity not publicly documented.", "source_urls": ["https://linkedin.com/in/mdima", "https://tracxn.com/d/companies/dbrain/__5rpbXfIklaaGHuW6HhAXgIb8acs7HZPCa_7xdCYRW90", "https://theorg.com/org/handl-ai/org-chart/dmitry-matskevich"]}}, {"field": "investor_detail", "gap": {"value": "Tracxn cites 12 institutional investors but only names Y Combinator publicly; Golden investor list paywalled; round-level amounts beyond Mar 2020 seed largely undisclosed.", "source_urls": ["https://tracxn.com/d/companies/handl/__x2H8Tk5kPk5n0tik7792mzpyNmw_AblZBXbsAuLPHOQ/funding-and-investors", "https://golden.com/wiki/Handl_(company)-PBKBZJE", "https://sweden.dealroom.co/companies/handl_1"]}}, {"field": "revenue_traction", "gap": {"value": "No verified revenue, customer count, or pricing publicly disclosed; marketing claims (40% cost saving, 80% faster processing, 98% accuracy) unsourced on website.", "source_urls": ["https://handl.ai/"]}}, {"field": "crunchbase", "gap": {"value": "Crunchbase profile (handl-b2d3 per YCDB link) not retrieved in this research pass (timeout).", "source_urls": ["https://www.ycdb.co/company/handl"]}}]]
- source urls
- ["https://golden.com/wiki/Handl_(company)-PBKBZJE", "https://handl.ai/", "https://linkedin.com/in/mdima", "https://sweden.dealroom.co/companies/handl_1", "https://theorg.com/org/handl-ai/org-chart/dmitry-matskevich", "https://tracxn.com/d/companies/dbrain/__5rpbXfIklaaGHuW6HhAXgIb8acs7HZPCa_7xdCYRW90", "https://tracxn.com/d/companies/handl/__x2H8Tk5kPk5n0tik7792mzpyNmw_AblZBXbsAuLPHOQ/funding-and-investors", "https://tracxn.com/d/companies/handlai/__x2H8Tk5kPk5n0tik7792mzpyNmw_AblZBXbsAuLPHOQ", "https://tracxn.com/d/companies/handlai/__x2H8Tk5kPk5n0tik7792mzpyNmw_AblZBXbsAuLPHOQ/funding-and-investors", "https://www.cbinsights.com/company/handlai", "https://www.employbl.com/companies/handl", "https://www.linkedin.com/company/handlai", "https://www.ycdb.co/company/handl", "https://www.ycombinator.com/companies/handl"]