agent · ai-hr-agents
Eightfold AI vs Gloat
55 fields both were evaluated on, 28 of them different — including where one discloses something the other does not. Every value links to the document it came from. 27 further fields are disclosed by neither and are listed at the end rather than tabled.
Assurance
| Field | Eightfold AI | Gloat |
|---|---|---|
| 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 | yes — actions produce auditable records “Every action is explainable, auditable, and reversible.”gloat.com · checked Aug 2, 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 | actions are explainable “Every action is explainable, auditable, and reversible.”gloat.com · checked Aug 2, 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 | yes — enforced via Business Logic Engine with organizational policies and approval chains “GOVERNANCE BUSINESS LOGIC ENGINE Encodes your organization's unique policies, workflows, and approval chains into agent-executable rules. Ensures every recommendation respects real-world constraints.”gloat.com · checked Aug 2, 2026 |
| Permission scopes· | no public information www.eightfold.ai · checked Aug 1, 2026 | granular permission scopes defined by organizational policies and approval chains “GOVERNANCE BUSINESS LOGIC ENGINE Encodes your organization's unique policies, workflows, and approval chains into agent-executable rules.”gloat.com · checked Aug 2, 2026 |
| Compliance certifications· | no public information gloat.com · checked Aug 2, 2026 | |
| Regulatory alignment· | “ISO/IEC 42001 certified The world's first AI management standard.”www.eightfold.ai · checked Aug 1, 2026 | no public information gloat.com · checked Aug 2, 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 gloat.com · checked Aug 2, 2026 |
Agency
| Field | Eightfold AI | Gloat |
|---|---|---|
| Autonomy level· | no public information www.eightfold.ai · checked Aug 1, 2026 | 5 “03 Act autonomously Message an employee. Schedule a conversation. Enroll in learning. Update succession slate. At scale.”gloat.com · checked Aug 2, 2026 |
| Human oversight· | “Eightfold puts AI to work across hiring, but it never decides. Your recruiters do.”www.eightfold.ai · checked Aug 1, 2026 | Human oversight is required via organizational policies, approval chains, and rules; every action is auditable and reversible. “04 Governed by you Your policies. Your approval chains. Your rules. Every action is explainable, auditable, and reversible.”gloat.com · checked Aug 2, 2026 |
| Goal complexity· | no public information www.eightfold.ai · checked Aug 1, 2026 | multi-step “Workflow Agents Run Q3 reviews, onboard new hires, or process comp adjustments end-to-end — freeing HRBPs to do strategic work.”gloat.com · checked Aug 2, 2026 |
| Action space· | “AI agents support interviews, evaluate candidates around the clock, and guide applicants forward.”www.eightfold.ai · checked Aug 1, 2026 | Messages employees, schedules conversations and enrols users in learning “Message an employee. Schedule a conversation. Enroll in learning. Update succession slate.”gloat.com · checked Aug 2, 2026 |
| Operating environment· | chat, browser, enterprise systems “Lives where your people work Teams, Slack, Zoom, Copilot, mobile.”gloat.com · checked Aug 2, 2026 | |
| Initiative· | “AI agents support interviews, evaluate candidates around the clock”www.eightfold.ai · checked Aug 1, 2026 | can self-initiate “01 Sense continuously Agents monitor signals 24/7. Flight risk, skill emergence, readiness, blockers. Without anyone asking.”gloat.com · checked Aug 2, 2026 |
Safety
| Field | Eightfold AI | Gloat |
|---|---|---|
| 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 gloat.com · checked Aug 2, 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 | Ethical AI Blog (implies published safety/responsible-use policy) “Ethical AI Blog”gloat.com · checked Aug 2, 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 gloat.com · checked Aug 2, 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 | no public information gloat.com · checked Aug 2, 2026 |
Practicality
| Field | Eightfold AI | Gloat |
|---|---|---|
| Availability· | no public information www.eightfold.ai · checked Aug 1, 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 | no public information gloat.com · checked Aug 2, 2026 |
Foundation models
| Field | Eightfold AI | Gloat |
|---|---|---|
| Base models· | no public information www.eightfold.ai · checked Aug 1, 2026 | Loomra™ (proprietary workforce context engine) “AI TECHNOLOGY Powered by Loomra™. The Workforce Context Engine”gloat.com · checked Aug 2, 2026 |
| Model provider· | no public information www.eightfold.ai · checked Aug 1, 2026 | Gloat “AI TECHNOLOGY Powered by Loomra™. The Workforce Context Engine”gloat.com · checked Aug 2, 2026 |
| Fine-tuning· | no public information www.eightfold.ai · checked Aug 1, 2026 | customer fine-tuning supported via no-code builder for rules, stages, and data “Builder Or build your own A no-code builder for HR teams. Wire up your stages, your rules, your data.”gloat.com · checked Aug 2, 2026 |
Ecosystem
| Field | Eightfold AI | Gloat |
|---|---|---|
| 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 gloat.com · checked Aug 2, 2026 |
| API access· | no public information gloat.com · checked Aug 2, 2026 | |
| Marketplace presence· | no public information www.eightfold.ai · checked Aug 1, 2026 | yes — native Copilot skill in Microsoft Copilot marketplace “Microsoft Copilot Native Copilot skill”gloat.com · checked Aug 2, 2026 |
Impact
| Field | Eightfold AI | Gloat |
|---|---|---|
| User base· | “Fortune 500 companies already decide with Eightfold.”www.eightfold.ai · checked Aug 1, 2026 | world's leading enterprises “Join the world's leading enterprises in building a workforce that adapts and thrives with AI.”gloat.com · checked Aug 2, 2026 |
| Deployment scale· | “Fortune 500 companies already decide with Eightfold.”www.eightfold.ai · checked Aug 1, 2026 | enterprise-scale production use “Pre-built. Enterprise-ready. Live on your HCM in weeks.”gloat.com · checked Aug 2, 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 |
Disclosed by neither
Both Eightfold AI and Gloat publish nothing on these 27 fields. That is a finding about the category rather than a difference between them, so it is recorded here instead of as 27 identical table rows. Each is shown with its source check on the individual profiles.
- High-risk domains
- Documented incidents
- Pricing model
- Price point
- Deployment options
- Integrations
- Support model
- Model swappable
- Open weights
- Context window
- Protocols supported
- 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
- Outcome-based pricing
- Settlement mechanism
- Dispute process
- SLA terms
Questions
- How do Eightfold AI and Gloat compare on autonomy level?
- Eightfold AI: no public information disclosed. Gloat: 5.
- How do Eightfold AI and Gloat compare on goal complexity?
- Eightfold AI: no public information disclosed. Gloat: multi-step.
- How do Eightfold AI and Gloat compare on availability?
- Eightfold AI: no public information disclosed. Gloat: GA.
- How do Eightfold AI and Gloat compare on base models?
- Eightfold AI: no public information disclosed. Gloat: Loomra™ (proprietary workforce context engine).
- How do Eightfold AI and Gloat compare on model provider?
- Eightfold AI: no public information disclosed. Gloat: Gloat.
- How do Eightfold AI and Gloat compare on fine-tuning?
- Eightfold AI: no public information disclosed. Gloat: customer fine-tuning supported via no-code builder for rules, stages, and data.