- conflicts or gaps
- [[{"field": "founded_year", "conflict": {"value": "Official sources say 2017; third-party directories report 2015 (The Company Check) or 2016 (Built In, CB Insights)", "source_urls": ["https://www.ycombinator.com/companies/collectly", "https://www.collectly.co/blog/collectly-series-a-29m-funding", "https://builtin.com/company/collectly", "https://www.cbinsights.com/company/collectly", "https://www.thecompanycheck.com/company/b/collectly/ce9v5eza8mw2hobqi"]}}, {"field": "headquarters", "conflict": {"value": "San Francisco cited by YC, PR, and 2025 blog posts; Santa Monica in 2023 company blog; Pasadena in July 2023 TechCrunch", "source_urls": ["https://www.ycombinator.com/companies/collectly", "https://www.collectly.co/blog/collectly-series-a-29m-funding", "https://techcrunch.com/2023/07/20/collectly-healthcare-bills-fintech/", "https://www.collectly.co/blog/collectly-expands-end-to-end-ai-powered-patient-financial-experience-with-launch-of-billie-ai-agent-eligibility-benefits"]}}, {"field": "total_funding", "conflict": {"value": "Collectly reports $34.1M total; The Company Check reports $34.02M across 4 rounds; Raising.fi lists only the $29M Series A", "source_urls": ["https://www.collectly.co/blog/collectly-series-a-29m-funding", "https://www.thecompanycheck.com/company/b/collectly/ce9v5eza8mw2hobqi", "https://raising.fi/company/collectly"]}}, {"field": "seed_round_amount", "conflict": {"value": "2017 seed widely reported as $1.9M; Startup Intros lists a separate March 2017 $2M seed", "source_urls": ["https://techcrunch.com/2017/07/14/collectly-1-9-million/", "https://startupintros.com/news/2017-03-01-collectly-seed"]}}, {"field": "intermediate_funding_rounds", "conflict": {"value": "CB Insights shows additional 2021 and 2022 rounds with undisclosed amounts; Collectly public materials emphasize only seed and 2023 Series A", "source_urls": ["https://www.cbinsights.com/company/collectly/financials", "https://www.collectly.co/blog/collectly-series-a-29m-funding", "https://tadviser.com/index.php/Company:Collectly"]}}, {"field": "series_a_label", "conflict": {"value": "Some databases label the September 2021 TMT-led round as Series A; Collectly's announced Series A is the July 2023 $29M Sapphire-led round", "source_urls": ["https://www.thecompanycheck.com/company/b/collectly/ce9v5eza8mw2hobqi", "https://www.collectly.co/blog/collectly-series-a-29m-funding"]}}, {"field": "employee_headcount", "conflict": {"value": "YC lists 106; Built In lists 100; LeadIQ lists ~92 as of Feb 2026; The Company Check lists 6 as of Dec 2022 (likely stale/incorrect)", "source_urls": ["https://www.ycombinator.com/companies/collectly", "https://builtin.com/company/collectly", "https://leadiq.com/c/collectly-inc/5a1dac552300005900a18fcd/employee-directory", "https://www.thecompanycheck.com/company/b/collectly/ce9v5eza8mw2hobqi"]}}, {"field": "revenue", "conflict": {"value": "No audited revenue disclosed; LinkedIn third-party estimate of $1.0M annual revenue conflicts with company claims of 3x YoY growth and $1B+ patient payments processed", "source_urls": ["https://techcrunch.com/2023/07/20/collectly-healthcare-bills-fintech/", "https://www.collectly.co/blog/collectly-expands-end-to-end-ai-powered-patient-financial-experience-with-launch-of-billie-ai-agent-eligibility-benefits", "https://www.linkedin.com/in/shreya-j"]}}, {"field": "valuation", "gap": {"value": "Post-money valuation not publicly disclosed for any round", "source_urls": ["https://techcrunch.com/2023/07/20/collectly-healthcare-bills-fintech/"]}}, {"field": "founder_spelling", "conflict": {"value": "Co-founder surname appears as Mizotin, Maxim Mizotin, and Maksim Mizotin across sources", "source_urls": ["https://www.ycombinator.com/companies/collectly", "https://www.collectly.co/blog/collectly-series-a-29m-funding", "https://www.linkedin.com/posts/levonbrutyan_im-incredibly-excited-to-announce-that-collectly-activity-7442962170549821441-EnJn"]}}]]
- source urls
- ["http://collectly.co", "https://builtin.com/company/collectly", "https://leadiq.com/c/collectly-inc/5a1dac552300005900a18fcd/employee-directory", "https://raising.fi/company/collectly", "https://startupintros.com/news/2017-03-01-collectly-seed", "https://tadviser.com/index.php/Company:Collectly", "https://techcrunch.com/2017/07/14/collectly-1-9-million/", "https://techcrunch.com/2023/07/20/collectly-healthcare-bills-fintech/", "https://www.builtinsf.com/company/collectly", "https://www.cbinsights.com/company/collectly", "https://www.cbinsights.com/company/collectly/financials", "https://www.collectly.co/", "https://www.collectly.co/blog/collectly-acquires-pledge-health", "https://www.collectly.co/blog/collectly-expands-end-to-end-ai-powered-patient-financial-experience-with-launch-of-billie-ai-agent-eligibility-benefits", "https://www.collectly.co/blog/collectly-series-a-29m-funding", "https://www.linkedin.com/company/collectly", "https://www.linkedin.com/in/shreya-j", "https://www.linkedin.com/posts/levonbrutyan_im-incredibly-excited-to-announce-that-collectly-activity-7442962170549821441-EnJn", "https://www.prnewswire.com/news-releases/collectly-to-acquire-pledge-health-to-accelerate-ai-automation-across-the-patient-financial-experience-302725413.html", "https://www.thecompanycheck.com/company/b/collectly/ce9v5eza8mw2hobqi", "https://www.vcnewsdaily.com/collectly/venture-capital-funding/vybcxrxfkt", "https://www.ycombinator.com/companies/collectly"]