AI Dispatch
agent · ai-hr-agents

Eightfold AI vs SeekOut

55 fields both were evaluated on, 31 of them different — including where one discloses something the other does not. Every value links to the document it came from. 24 further fields are disclosed by neither and are listed at the end rather than tabled.

Assurance

FieldEightfold AISeekOut
Audit trail·
ISO/IEC 42001 certified The world's first AI management standard. Eightfold's certification means our AI is built, governed, and monitored against an independent, audited framework.
www.eightfold.ai · checked Aug 1, 2026
Explainability·
AI Interviewer interviews the candidates you invite and summarizes each, so recruiters walk in with the context, not the backlog.
www.eightfold.ai · checked Aug 1, 2026
Transparent, explainable AI decisions
www.seekout.com · checked Aug 6, 2026
Runtime governance·
ISO/IEC 42001 certified The world's first AI management standard. Eightfold's certification means our AI is built, governed, and monitored against an independent, audited framework.
www.eightfold.ai · checked Aug 1, 2026
Human-in-the-loop validation for compliance
www.seekout.com · checked Aug 6, 2026
Compliance certifications·
SOC 2 Type II Certified GDPR Compliant
www.seekout.com · checked Aug 6, 2026
Regulatory alignment·
ISO/IEC 42001 certified The world's first AI management standard.
www.eightfold.ai · checked Aug 1, 2026
Outcome-based pricing·
Outcome-based pricing for complex senior roles
www.seekout.com · checked Aug 6, 2026
Evaluation coverage·
Third-party bias audits We don't grade our own work. Independent auditors test Eightfold for bias, and the results are available here.
www.eightfold.ai · checked Aug 1, 2026

Not in our latest capture. We captured this page again on Sep 10, 2026 and this quote was not there. How we re-check citations

Regular third-party bias audits (latest: Sept 2025)
www.seekout.com · checked Aug 6, 2026

Agency

FieldEightfold AISeekOut
Human oversight·
Eightfold puts AI to work across hiring, but it never decides. Your recruiters do.
www.eightfold.ai · checked Aug 1, 2026
Human-in-the-loop validation for compliance
www.seekout.com · checked Aug 6, 2026
Goal complexity·
Agentic AI recruiting Filling your talent pipeline Rediscover applicants Expert recruiters Source cleared talent
www.seekout.com · checked Aug 6, 2026
Action space·
AI agents support interviews, evaluate candidates around the clock, and guide applicants forward.
www.eightfold.ai · checked Aug 1, 2026
AI agents do the heavy lifting, finding, reaching, and evaluating candidates
www.seekout.com · checked Aug 6, 2026
Operating environment·
Eightfold puts AI to work across hiring
www.eightfold.ai · checked Aug 1, 2026
Recruit inside Claude, ChatGPT, Gemini
www.seekout.com · checked Aug 6, 2026
Initiative·
AI agents support interviews, evaluate candidates around the clock
www.eightfold.ai · checked Aug 1, 2026
Agentic AI recruiting uses autonomous AI agents that can research candidate profiles, evaluate qualifications against role requirements, and engage prospects with personalized outreach.
www.seekout.com · checked Aug 6, 2026

Safety

FieldEightfold AISeekOut
Safety evaluations·
Third-party bias audits We don't grade our own work. Independent auditors test Eightfold for bias, and the results are available here.
www.eightfold.ai · checked Aug 1, 2026

Not in our latest capture. We captured this page again on Sep 10, 2026 and this quote was not there. How we re-check citations

Regular third-party bias audits (latest: Sept 2025)
www.seekout.com · checked Aug 6, 2026
Safety policy·
Responsible AI is something you can verify, not just take on faith. See our approach to responsible AI
www.eightfold.ai · checked Aug 1, 2026
Third-party evaluations·
Third-party bias audits We don't grade our own work. Independent auditors test Eightfold for bias, and the results are available here.
www.eightfold.ai · checked Aug 1, 2026

Not in our latest capture. We captured this page again on Sep 10, 2026 and this quote was not there. How we re-check citations

Regular third-party bias audits (latest: Sept 2025)
www.seekout.com · checked Aug 6, 2026
Data handling·
FedRAMP Moderate authorized The security bar the U.S. government sets for handling sensitive data. Eightfold meets it, so the same controls protecting federal agencies protect your talent data too.
www.eightfold.ai · checked Aug 1, 2026
Compliant by Design No third-party augmentation. DPA supported
www.seekout.com · checked Aug 6, 2026

Practicality

FieldEightfold AISeekOut
Pricing model·
Outcome-based pricing for complex senior roles
www.seekout.com · checked Aug 6, 2026
Price point·
70% lower cost than traditional agencies
www.seekout.com · checked Aug 6, 2026
Deployment options·
Seamless ATS integrations No rip-and-replace. Connect in minutes, not months.
www.seekout.com · checked Aug 6, 2026
Integrations·
SeekOut integrates with major ATS platforms including Workday, Greenhouse, iCIMS, Lever, and more.
www.seekout.com · checked Aug 6, 2026
Supported regions·
FedRAMP Moderate authorized The security bar the U.S. government sets for handling sensitive data.
www.eightfold.ai · checked Aug 1, 2026
Support model·
The SeekOut Experience More than a platform. A true partnership from day one. Day 1 You’re not alone We’re here to help from the start. Your goals become our goals.
www.seekout.com · checked Aug 6, 2026

Ecosystem

FieldEightfold AISeekOut
Protocols supported·
SeekOut MCP lets you use SeekOut recruiting capabilities inside any MCP-compatible AI assistant - Claude, ChatGPT, Gemini, Copilot, and more.
www.seekout.com · checked Aug 6, 2026
Tool use·
AI agents support interviews, evaluate candidates around the clock, and guide applicants forward.
www.eightfold.ai · checked Aug 1, 2026
AI agents do the heavy lifting, finding, reaching, and evaluating candidates
www.seekout.com · checked Aug 6, 2026
Multi-agent·
Our AI agents do the heavy lifting, finding, reaching, and evaluating candidates, while expert SeekOut recruiters guide and refine every step.
www.seekout.com · checked Aug 6, 2026
API access·
Build your own applications on top.
www.eightfold.ai · checked Aug 1, 2026
Marketplace presence·
SeekOut MCP lets you use SeekOut recruiting capabilities inside any MCP-compatible AI assistant - Claude, ChatGPT, Gemini, Copilot, and more.
www.seekout.com · checked Aug 6, 2026

Impact

FieldEightfold AISeekOut
User base·
Fortune 500 companies already decide with Eightfold.
www.eightfold.ai · checked Aug 1, 2026
Deployment scale·
Fortune 500 companies already decide with Eightfold.
www.eightfold.ai · checked Aug 1, 2026
Trusted by 750+ customers to find AI-forward talent
www.seekout.com · checked Aug 6, 2026
Target sectors·
AI NATIVE TALENT INTELLIGENCE Talent intelligence, human-led. The system of intelligence for workforce decisions.
www.eightfold.ai · checked Aug 1, 2026
SeekOut specializes in three role categories: GTM Roles (Sales, Marketing, Customer Success), Engineering Roles (Product, Development), and Business Critical Roles (Backfills, Growth Hires, New Roles)
www.seekout.com · checked Aug 6, 2026
High-risk domains·
Compliant by Design No third-party augmentation. DPA supported
www.seekout.com · checked Aug 6, 2026

Disclosed by neither

Both Eightfold AI and SeekOut publish nothing on these 24 fields. That is a finding about the category rather than a difference between them, so it is recorded here instead of as 24 identical table rows. Each is shown with its source check on the individual profiles.

  • Autonomy level
  • Documented incidents
  • Availability
  • Base models
  • Model provider
  • Model swappable
  • Open weights
  • Fine-tuning
  • Context window
  • Open source
  • Red teaming
  • Usage restrictions
  • Model or system card
  • Incident reporting
  • Insurance available
  • Insurance carriers
  • Coverage limits
  • Indemnification
  • Liability cap
  • Tamper-evident log
  • Permission scopes
  • Settlement mechanism
  • Dispute process
  • SLA terms