- conflicts or gaps
- [{"founded_date": {"value": "YC and company site say 2022; Angelo LinkedIn lists CEO role from Jun 2020; about page cites 2015 origin story and 2021 product start; parsers.vc lists 2023.", "source_urls": ["https://www.ycombinator.com/companies/swif-ai", "https://www.linkedin.com/in/angelokh", "https://www.swif.ai/company/about-us", "https://parsers.vc/startup/swifteam.com/"]}, "total_funding_amount": {"value": "LinkedIn reports $3.0M total; parsers.vc reports $1.9M seed only; Extruct lists $1.5M seed; angel/non-equity amounts undisclosed.", "source_urls": ["https://www.linkedin.com/company/swifai", "https://parsers.vc/startup/swifteam.com/", "https://www.extruct.ai/hub/swif-ai/"]}, "employee_count": {"value": "YC lists 20; LinkedIn lists 12; YC founder Q&A says 10; third-party directories say 11-50.", "source_urls": ["https://www.ycombinator.com/companies/swif-ai", "https://www.linkedin.com/company/swifai", "https://www.extruct.ai/hub/swif-ai/"]}, "jeremy_identity": {"value": "YC founder note references 'Jeremy' in sales (former YC founder, hosted virtual demo days) without surname; LinkedIn lists Jeremy Lam as Head of Community—unclear if same person.", "source_urls": ["https://www.ycombinator.com/companies/swif-ai", "https://www.linkedin.com/company/swifai"]}, "investor_verification": {"value": "Dreamit Ventures, Miro, Goodwater Capital, Pegasus Angel Accelerator appear on Extruct but not on YC, company about page, or Bond Fund announcement.", "source_urls": ["https://www.extruct.ai/hub/swif-ai/", "https://www.swif.ai/company/about-us", "https://www.thebond.co/news/the-bond-fund-joins-swifais-mission-to-simplify-device-security"]}, "domain_branding": {"value": "Primary site is swif.ai; parsers.vc and some LinkedIn links reference swifteam.com/swifteam.", "source_urls": ["https://www.ycombinator.com/companies/swif-ai", "https://parsers.vc/startup/swifteam.com/", "https://www.linkedin.com/in/angelokh"]}, "revenue_data": {"value": "Extruct reports $0 revenue; CEO LinkedIn post cites $1.4M pipeline opportunities in 2024—no audited revenue disclosed.", "source_urls": ["https://www.extruct.ai/hub/swif-ai/", "https://www.linkedin.com/posts/angelokh_swif-devicemanagement-shadowit-activity-7284329374479269891-FjFQ"]}, "name_collision": {"value": "Unrelated UK startup 'Swifty AI' (swiftyai.co) is a separate conversational-AI company—not Swif.ai.", "source_urls": ["https://uk.linkedin.com/company/swifty-ai-ltd"]}}]
- source urls
- ["https://parsers.vc/startup/swifteam.com/", "https://startupintros.com/orgs/swif-ai", "https://uk.linkedin.com/company/swifty-ai-ltd", "https://www.extruct.ai/data-room/ycombinator-companies-s20/", "https://www.extruct.ai/hub/swif-ai/", "https://www.linkedin.com/company/swifai", "https://www.linkedin.com/in/angelokh", "https://www.linkedin.com/posts/angelokh_swif-devicemanagement-shadowit-activity-7284329374479269891-FjFQ", "https://www.swif.ai/", "https://www.swif.ai/company/about-us", "https://www.swif.ai/platform", "https://www.thebond.co/news/the-bond-fund-joins-swifais-mission-to-simplify-device-security", "https://www.ycombinator.com/companies/industry/enterprise/san-francisco-bay-area", "https://www.ycombinator.com/companies/swif-ai", "https://www.ycombinator.com/companies/swif-ai/jobs/iz7AKOn-sales-intern-summer-2026", "https://www.ycombinator.com/launches/HKb-swif-one-stop-device-management-and-security"]