agent · ai-hr-agents
Eightfold AI vs Factorial
55 fields both were evaluated on, 27 of them different — including where one discloses something the other does not. Every value links to the document it came from. 28 further fields are disclosed by neither and are listed at the end rather than tabled.
Assurance
| Field | Eightfold AI | Factorial |
|---|---|---|
| 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 | no public information factorialhr.com · checked Aug 7, 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 | no public information factorialhr.com · checked Aug 7, 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 | no public information factorialhr.com · checked Aug 7, 2026 |
| Compliance certifications· | “We take security and compliance seriously, which is why our data handling systems and processes are independently audited and certified.”factorialhr.com · checked Aug 7, 2026 | |
| Regulatory alignment· | “ISO/IEC 42001 certified The world's first AI management standard.”www.eightfold.ai · checked Aug 1, 2026 | no public information factorialhr.com · checked Aug 7, 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 | no public information factorialhr.com · checked Aug 7, 2026 |
Agency
| Field | Eightfold AI | Factorial |
|---|---|---|
| Human oversight· | “Eightfold puts AI to work across hiring, but it never decides. Your recruiters do.”www.eightfold.ai · checked Aug 1, 2026 | no public information factorialhr.com · checked Aug 7, 2026 |
| Action space· | “AI agents support interviews, evaluate candidates around the clock, and guide applicants forward.”www.eightfold.ai · checked Aug 1, 2026 | no public information factorialhr.com · checked Aug 7, 2026 |
| Operating environment· | no public information factorialhr.com · checked Aug 7, 2026 | |
| Initiative· | “AI agents support interviews, evaluate candidates around the clock”www.eightfold.ai · checked Aug 1, 2026 | no public information factorialhr.com · checked Aug 7, 2026 |
Safety
| Field | Eightfold AI | Factorial |
|---|---|---|
| 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 | no public information factorialhr.com · checked Aug 7, 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 | no public information factorialhr.com · checked Aug 7, 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 | no public information factorialhr.com · checked Aug 7, 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 | “We take security and compliance seriously, which is why our data handling systems and processes are independently audited and certified.”factorialhr.com · checked Aug 7, 2026 |
Practicality
| Field | Eightfold AI | Factorial |
|---|---|---|
| Pricing model· | no public information www.eightfold.ai · checked Aug 1, 2026 | “Our experts will recommend the bundle best-suited to you. Start simple and scale as you grow.”factorialhr.com · checked Aug 7, 2026 |
| Price point· | no public information www.eightfold.ai · checked Aug 1, 2026 | |
| Deployment options· | no public information www.eightfold.ai · checked Aug 1, 2026 | “How secure is Factorial's cloud-based business management software?”factorialhr.com · checked Aug 7, 2026 |
| Integrations· | no public information www.eightfold.ai · checked Aug 1, 2026 | “Sync with hundreds of apps. Unleash limitless possibilities. Connect Factorial to your favorite applications to save time switching between them. Select from our marketplace or build your own customizable integrations with our open API.”factorialhr.com · checked Aug 7, 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 | “Global reach, local expertise Connect with an expert who speaks your language, understands your market, and tailors their support to your needs.”factorialhr.com · checked Aug 7, 2026 |
| Support model· | no public information www.eightfold.ai · checked Aug 1, 2026 | “Provides actionable insights facilitating effective decision making. Gives employees more control over their information, performance analytics and learning management saving time and boosting accountability.”factorialhr.com · checked Aug 7, 2026 |
Ecosystem
| Field | Eightfold AI | Factorial |
|---|---|---|
| Protocols supported· | no public information www.eightfold.ai · checked Aug 1, 2026 | “Connect Factorial to your favorite applications to save time switching between them. Select from our marketplace or build your own customizable integrations with our open API.”factorialhr.com · checked Aug 7, 2026 |
| Tool use· | “AI agents support interviews, evaluate candidates around the clock, and guide applicants forward.”www.eightfold.ai · checked Aug 1, 2026 | no public information factorialhr.com · checked Aug 7, 2026 |
| API access· | “Connect Factorial to your favorite applications to save time switching between them. Select from our marketplace or build your own customizable integrations with our open API.”factorialhr.com · checked Aug 7, 2026 | |
| Marketplace presence· | no public information www.eightfold.ai · checked Aug 1, 2026 | “Select from our marketplace or build your own customizable integrations with our open API.”factorialhr.com · checked Aug 7, 2026 |
Impact
| Field | Eightfold AI | Factorial |
|---|---|---|
| User base· | “Fortune 500 companies already decide with Eightfold.”www.eightfold.ai · checked Aug 1, 2026 | “More than 16,000 companies already use Factorial every day”factorialhr.com · checked Aug 7, 2026 |
| Deployment scale· | “Fortune 500 companies already decide with Eightfold.”www.eightfold.ai · checked Aug 1, 2026 | “More than 16,000 companies already use Factorial every day”factorialhr.com · checked Aug 7, 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 | “We support the decision-makers, the doers, and everyone in between. We’re there for the big choices and the everyday tasks, from promotions and investments to signing contracts and booking days off.”factorialhr.com · checked Aug 7, 2026 |
Disclosed by neither
Both Eightfold AI and Factorial publish nothing on these 28 fields. That is a finding about the category rather than a difference between them, so it is recorded here instead of as 28 identical table rows. Each is shown with its source check on the individual profiles.
- Autonomy level
- Goal complexity
- High-risk domains
- Documented incidents
- Availability
- Base models
- Model provider
- Model swappable
- Open weights
- Fine-tuning
- Context window
- Multi-agent
- 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
- Outcome-based pricing
- Settlement mechanism
- Dispute process
- SLA terms