agent · ai-hr-agents
SeekOut vs Workable
55 fields both were evaluated on, 37 of them different — including where one discloses something the other does not. Every value links to the document it came from. 18 further fields are disclosed by neither and are listed at the end rather than tabled.
Assurance
| Field | SeekOut | Workable |
|---|---|---|
| Audit trail· | “Every action logged, permissioned and reviewable.”workable.com · checked Aug 1, 2026 | |
| Explainability· | “Scores each candidate against the spec the moment they apply, with the reasoning shown.”workable.com · checked Aug 1, 2026 | |
| Runtime governance· | “Human-in-the-loop validation for compliance”www.seekout.com · checked Aug 6, 2026 | “only ever acts within the guardrails the system carries.”workable.com · checked Aug 1, 2026 |
| Permission scopes· | no public information www.seekout.com · checked Aug 6, 2026 | “It inherits your security and access model, giving you complete control.”workable.com · checked Aug 1, 2026 |
| Compliance certifications· | “backed by ISO 27001, 27017, SOC 2 Type II, and SOC 3 certifications.”workable.com · checked Aug 1, 2026 | |
| Regulatory alignment· | “Stay compliant with GDPR, EEO and CCPA using simple, automated policy toggles.”workable.com · checked Aug 1, 2026 | |
| Outcome-based pricing· | “Outcome-based pricing for complex senior roles”www.seekout.com · checked Aug 6, 2026 | no public information workable.com · checked Aug 1, 2026 |
| SLA terms· | no public information www.seekout.com · checked Aug 6, 2026 | “Designed to meet the highest standards for seamless performance, scalability and reliability”workable.com · checked Aug 1, 2026 |
| Evaluation coverage· | “Regular third-party bias audits (latest: Sept 2025)”www.seekout.com · checked Aug 6, 2026 | no public information workable.com · checked Aug 1, 2026 |
Agency
| Field | SeekOut | Workable |
|---|---|---|
| Autonomy level· | no public information www.seekout.com · checked Aug 6, 2026 | “The autonomous Workable agent runs the top of your hiring funnel”workable.com · checked Aug 1, 2026 |
| Human oversight· | “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 | “Sorting volume against a spec, checking basic fit, collecting missing facts, follow-ups. That's the work a system should do.”workable.com · checked Aug 1, 2026 |
| Action space· | “AI agents do the heavy lifting, finding, reaching, and evaluating candidates”www.seekout.com · checked Aug 6, 2026 | “The agent reads from it before it acts, and only ever acts within the guardrails the system carries.”workable.com · checked Aug 1, 2026 |
| Operating environment· | no public information workable.com · checked Aug 1, 2026 | |
| Initiative· | “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
| Field | SeekOut | Workable |
|---|---|---|
| Safety evaluations· | “Regular third-party bias audits (latest: Sept 2025)”www.seekout.com · checked Aug 6, 2026 | no public information workable.com · checked Aug 1, 2026 |
| Safety policy· | “Enterprise-grade security & compliance Trust Workable with your data, backed by ISO 27001, 27017, SOC 2 Type II, and SOC 3 certifications. Stay compliant with GDPR, EEO and CCPA using simple, automated policy toggles.”workable.com · checked Aug 1, 2026 | |
| Third-party evaluations· | “Regular third-party bias audits (latest: Sept 2025)”www.seekout.com · checked Aug 6, 2026 | no public information workable.com · checked Aug 1, 2026 |
| Data handling· | “Compliant by Design No third-party augmentation. DPA supported”www.seekout.com · checked Aug 6, 2026 |
Practicality
| Field | SeekOut | Workable |
|---|---|---|
| Pricing model· | “Outcome-based pricing for complex senior roles”www.seekout.com · checked Aug 6, 2026 | no public information workable.com · checked Aug 1, 2026 |
| Price point· | no public information workable.com · checked Aug 1, 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 | “270+ integrations Works seamlessly with your existing tools. Connect to email, calendar, Slack, video conferencing, productivity suites, analytics platforms, and HR tech from assessments to payroll.”workable.com · checked Aug 1, 2026 |
| Supported regions· | no public information www.seekout.com · checked Aug 6, 2026 | “Instantly post your job to top job boards across all industries in over 100 countries”workable.com · 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 | “Outstanding support & training Access award-winning, 24/7 support and extensive learning resources, from video courses to in-product help. Schedule one-on-one training or get assistance in your time zone from our global team.”workable.com · checked Aug 1, 2026 |
Foundation models
| Field | SeekOut | Workable |
|---|---|---|
| Model provider· | no public information www.seekout.com · checked Aug 6, 2026 | “Point Claude, ChatGPT or your own agent at it”workable.com · checked Aug 1, 2026 |
| Model swappable· | no public information www.seekout.com · checked Aug 6, 2026 | “Use it headless, as a pure system of record, connect the agentic frameworks your team already runs, or let your own models operate the platform the way a human user would.”workable.com · checked Aug 1, 2026 |
| Fine-tuning· | no public information www.seekout.com · checked Aug 6, 2026 | “let your own models operate the platform the way a human user would.”workable.com · checked Aug 1, 2026 |
Ecosystem
| Field | SeekOut | Workable |
|---|---|---|
| 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 | “MCP-native Comprehensive coverage to read, write and operate Workable.”workable.com · checked Aug 1, 2026 |
| Tool use· | “AI agents do the heavy lifting, finding, reaching, and evaluating candidates”www.seekout.com · checked Aug 6, 2026 | “The agent reads from it before it acts, and only ever acts within the guardrails the system carries.”workable.com · checked Aug 1, 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 | no public information workable.com · checked Aug 1, 2026 |
| API access· | no public information www.seekout.com · checked Aug 6, 2026 | “REST API Build any workflow on the systems your team already uses - fully documented, with webhooks for real-time events.”workable.com · 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 | no public information workable.com · checked Aug 1, 2026 |
Impact
| Field | SeekOut | Workable |
|---|---|---|
| User base· | ||
| Deployment scale· | “Trusted by 750+ customers to find AI-forward talent”www.seekout.com · checked Aug 6, 2026 | |
| Target sectors· | “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 | “A talent management platform for an agentic world”workable.com · checked Aug 1, 2026 |
| High-risk domains· | “Compliant by Design No third-party augmentation. DPA supported”www.seekout.com · checked Aug 6, 2026 | “Enterprise-grade security & compliance Trust Workable with your data, backed by ISO 27001, 27017, SOC 2 Type II, and SOC 3 certifications. Stay compliant with GDPR, EEO and CCPA”workable.com · checked Aug 1, 2026 |
Disclosed by neither
Both SeekOut and Workable publish nothing on these 18 fields. That is a finding about the category rather than a difference between them, so it is recorded here instead of as 18 identical table rows. Each is shown with its source check on the individual profiles.
- Documented incidents
- Availability
- Base models
- Open weights
- 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
- Settlement mechanism
- Dispute process