Findem

Findem is an AI-powered talent intelligence platform built on a proprietary 3D data model that tracks how skills and careers evolve over time rather than capturing static profile snapshots. Founded in 2019 in San Francisco, the platform aggregates 1 trillion+ person and company data points from hundreds of public sources. It generates 1M+ attributes per profile to support attribute-based candidate search beyond keyword or title matching. The 3D model captures career trajectory across time, distinguishing candidates who have genuinely grown into specific skill areas from those who list them as static keywords. The platform has broadened from recruiting-focused talent intelligence into a workforce shaping platform covering hiring, retention, and workforce planning. Core capabilities include Sourcing Copilot, which turns job descriptions into verified candidate shortlists across inbound, ATS, CRM, employee referrals, and external channels with one click. Findem Agents plan, execute, and improve full hiring workflows from calibration through hire-ready candidate delivery. The platform serves mid-market and enterprise companies with 200+ employees that fill significant roles through proactive sourcing rather than inbound applications. Findem integrates natively with 9 confirmed ATS systems on the official integrations page: Greenhouse, Workday, SAP SuccessFactors, Jobvite, Ashby, Lever, iCIMS, Thrive, and Invenias by Bullhorn. Your ATS remains the system of record while Findem keeps candidate data current, connected, and usable across workflows through ATS rediscovery, data enrichment, inbound applicant review, profile deduplication, candidate refresh, and export. Email integrations cover Microsoft Outlook and Gmail for personalised outreach from the recruiter's inbox. SSO integrations include Okta, PingID, and Microsoft Entra ID for enterprise identity management. Findem Studio, launched April 2026, is an officially published MCP server exposing the real-time talent graph as MCP tools that AI agents and workflows can call directly. The platform is also available via AWS Marketplace as a private offer for enterprise procurement teams that prefer AWS billing consolidation. Pricing is fully custom enterprise with no public rates. All deployments require a sales conversation before any pricing is disclosed. Findem uses an outcome-based pricing model where customers pay for hire-ready results delivered by Findem Agents rather than seat licenses or search click volumes. This structure aligns vendor incentives with customer hiring outcomes but makes budget forecasting harder than per-seat alternatives for finance and procurement teams. The 2 to 4 week enterprise onboarding covers platform calibration to the company's specific hiring philosophy and ATS integration before full workflow activation. Findem is not suited to SMB recruiting teams where custom enterprise pricing exceeds budget. The platform is scoped for mid-market and enterprise teams with significant proactive sourcing volume. Organisations primarily processing inbound applications get limited value from the attribute-based search capability. Teams needing transparent upfront pricing should evaluate Fetcher (from $115/month, fully public) or Juicebox (from $139/month). The 2 to 4 week calibration period also makes Findem unsuitable for organisations needing immediate sourcing capacity. Companies under 200 employees should evaluate Ashby (Foundations $400/month) or hireEZ as ATS-first alternatives. As of Q2 2026, Findem AI agent capabilities include autonomous sourcing, candidate matching, and workflow execution across inbound, ATS, CRM, referrals, and external channels. Platform available via AWS Marketplace. Security posture confirmed: SOC 2 Type II (Vanta-monitored) and GDPR compliant. G2 shows 4.7/5 across 35 verified reviews. Findem Studio MCP server launched April 2026, enabling AI agents to access Findem search, decisioning, and talent data infrastructure directly.