Gem

Gem is an AI-first recruiting platform combining a talent CRM, AI sourcing and outreach automation, candidate engagement, and a newer applicant tracking system with AI-powered application review and ranking.
SourcingATS-integratedScreeningScheduling

HireAIScore rates Gem 55 out of 100 (grade F, Substantial gaps) under rubric v1.0, last reviewed June 7, 2026. Gem ranks 16 of 86 vendors rated in Candidate sourcing AI, against a category average of 46. That score is drawn from 21 evidence items across 7 rubric criteria for Gem — 19 with a cited source, 2 recording that nothing was located.

Score breakdown

Gem, criterion by criterion

Each rubric criterion is scored out of 100 on the cited evidence, then weighted into the total.

Weighted contribution shown to the right of each bar.

  1. Article 11 Technical Documentation

    Weight 20% · avg 48

    58

    +11.6

  2. Bias Audit Transparency

    Weight 18% · avg 40

    66

    +11.9

  3. FRIA Support

    Weight 15% · avg 31

    35

    +5.3

  4. Data Governance Disclosure

    Weight 15% · avg 53

    57

    +8.5

  5. Human Oversight Design

    Weight 12% · avg 56

    61

    +7.3

  6. Post-Market Monitoring

    Weight 12% · avg 40

    47

    +5.6

  7. Customer Documentation

    Weight 8% · avg 57

    62

    +5.0

Total weighted score

55.2(rounded to 55 for display)

Category avg is the mean raw score on that criterion across the 86 Candidate sourcing AI vendors in scope of this rubric, this one included.

Strongest criterion

Bias Audit Transparency

66raw / 100

Contributes 11.9 to the total. 66 against a 40 category average.

Weakest criterion

FRIA Support

35raw / 100

Contributes 5.3 to the total. 35 against a 31 category average.

Cited evidence

The evidence behind the score

Every score is backed by at least one cited piece of evidence. Open a criterion to see what was found, when, and where.

Download diligence record

Evidence ledger

Items
21
Documentation
12
Audit report
4
Public statement
3
Absence
2
With a source URL
19 of 21
Source hostnames
4
Fewest items
3
Article 11 Technical Documentation

These figures measure how thoroughly Gem was reviewed, not how Gem performed — an absence row, recording that nothing was located, is counted like any other item.

Article 11 Technical Documentation

3 items58

Bias Audit Transparency

3 items66

FRIA Support

3 items35
  • Public statementCaptured Jun 7, 2026

    Gem says it proactively monitors the EU AI Act and Colorado AI Act and commits to partner with customers to support compliance, but offers no FRIA template.

    https://help.gem.com/external/gem-ai-legal-privacy-compliance-faqs

  • DocumentationCaptured Jun 7, 2026

    Gem offers a GDPR data processing addendum (DPA) and configurable retention, partial deployer-supporting material, but no fundamental-rights impact assessment guidance.

    https://www.gem.com/compliance/security

  • AbsenceCaptured Jun 7, 2026

    No EU AI Act Article 27 Fundamental Rights Impact Assessment template or deployer-obligation guidance was found on gem.com, the trust center, or help/support pages.

    Have a URL that disputes this?

Data Governance Disclosure

3 items57

Human Oversight Design

3 items61

Post-Market Monitoring

3 items47
  • DocumentationCaptured Jun 7, 2026

    Public Gem status page shows real-time component status, uptime percentages, incident/maintenance history, and email/SMS/Slack/RSS subscription options.

    https://status.gem.com/

  • DocumentationCaptured Jun 7, 2026

    Gem states it undergoes annual third-party security audits (NCC Group) and regular network/application vulnerability scans against WASC/OWASP standards.

    https://www.gem.com/compliance/security

  • Public statementCaptured Jun 7, 2026

    Gem commits to annual bias audits going forward, indicating ongoing post-deployment monitoring of its AI ranking for bias.

    https://help.gem.com/external/gem-ai-legal-privacy-compliance-faqs

Customer Documentation

3 items62

Editorial notes

Company overview

Gem (Gem Software, Inc.), founded in 2017 by ex-Dropbox/Facebook engineers Steve Bartel and Nick Bushak and headquartered in San Francisco, is an AI-first recruiting platform serving over 1,200 customers including Stripe, Robinhood, and Databricks. Its product spans a talent CRM, AI outbound sourcing and outreach, talent rediscovery, candidate engagement, and a next-generation ATS, layered with agentic AI features including AI-powered Application Review that scores and ranks candidates 0-100% against recruiter-defined criteria. Pricing is reported around $4,000 per seat annually with an enterprise-leaning customer base.

Regulatory exposure

Gem's AI Application Review ranks job applicants, placing it squarely in scope of AI-hiring scrutiny under NYC Local Law 144, the EU AI Act (Annex III high-risk), and US state laws. Gem positions its tools as decision-support that accelerate rather than make hiring decisions, and on that basis does not classify them as Automated Employment Decision Tools, while nonetheless proactively commissioning a NYC LL 144-style bias audit. It publicly monitors the EU AI Act and Colorado AI Act and commits to support customer compliance, but publishes no EU deployer guidance, FRIA templates, or formal model/technical documentation, leaving most non-NYC obligations to its customers.

Path to a higher score

Gem already clears several bars most peers miss: a publicly downloadable independent BABL AI bias audit, a detailed AI compliance FAQ, in-product explainability (per-criterion percentage matches), PII redaction, a named AI Governance Group, and a public status page. To score higher it should publish a second consecutive year's bias audit to demonstrate continuity, release a formal model/system card or technical pack and an explainability statement (and pursue ISO 42001), and add explicit EU AI Act deployer guidance plus FRIA support to convert its 'we monitor these laws' stance into concrete deployer-facing documentation.

Regulatory frame

What applies to candidate sourcing AI.

Ranking outputs are inside Annex III §4 when they influence hiring decisions. GDPR Article 22 (automated decision-making) and the GDPR rights around profiling apply independently for EU candidates.

Keep reading

All sourcing vendorsHow this score is builtAnnex IV section-by-section: what AI hiring vendors must documentWhat makes a defensible NYC LL 144 bias audit

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Ranking

Others rated in Candidate sourcing AI

Ranked 16 of 86 by weighted total under rubric v1.0. The ordering is arithmetic on the rubric and carries no view on which tool suits a given hiring process.

  1. #13Ashby56F
  2. #14Cornerstone OnDemand56F
  3. #15Workday Recruiting AI56F
  4. #16GemThis profile55F
  5. #17iCIMS55F
  6. #18Bullhorn54F
All sourcing vendors

Conflicts of interest

No vendor pays for placement, scoring, or removal. Casework - the consulting firm that operates this directory - provides paid services to some vendors. Any active or recent (within 24 months) commercial relationship is disclosed on the affected vendor profile and the review is reassigned to an independent reviewer. See the full policy on About.

Casework has no commercial relationship with this vendor.