agent · recruiting ai agents
Fribl vs Lockedin AI
55 fields both were evaluated on, 21 of them different — including where one discloses something the other does not. Every value links to the document it came from. 34 further fields are disclosed by neither and are listed at the end rather than tabled.
Assurance
| Field | Fribl | Lockedin AI |
|---|---|---|
| Explainability· | “A precise explanation of the results obtained”www.fribl.co · checked Aug 2, 2026 | “Full performance report with scores after every session.”www.lockedinai.com · checked Aug 6, 2026 |
| Runtime governance· | no public information www.fribl.co · checked Aug 2, 2026 | “You always control whether they have access and can disconnect them at any moment.”www.lockedinai.com · checked Aug 6, 2026 |
| Permission scopes· | no public information www.fribl.co · checked Aug 2, 2026 | “Access is granted with a single tap by you, and you can revoke it instantly at any time.”www.lockedinai.com · checked Aug 6, 2026 |
| Regulatory alignment· | “No AI Act compatibility, as uniquely based on generic LLMs: creating hallucinations, lack of transparency and no results explanations.”www.fribl.co · checked Aug 2, 2026 | no public information www.lockedinai.com · checked Aug 6, 2026 |
Agency
| Field | Fribl | Lockedin AI |
|---|---|---|
| Human oversight· | no public information www.fribl.co · checked Aug 2, 2026 | “You always control whether they have access and can disconnect them at any moment.”www.lockedinai.com · checked Aug 6, 2026 |
| Goal complexity· | no public information www.fribl.co · checked Aug 2, 2026 | “answers, remote assist, code help, and assessment support, live during your interview.”www.lockedinai.com · checked Aug 6, 2026 |
| Initiative· | no public information www.fribl.co · checked Aug 2, 2026 |
Safety
| Field | Fribl | Lockedin AI |
|---|---|---|
| Safety policy· | no public information www.fribl.co · checked Aug 2, 2026 | “We never put users‘ real names anywhere - all personal data is securely encrypted.”www.lockedinai.com · checked Aug 6, 2026 |
| Data handling· | no public information www.fribl.co · checked Aug 2, 2026 | “We never put users‘ real names anywhere - all personal data is securely encrypted.”www.lockedinai.com · checked Aug 6, 2026 |
Practicality
| Field | Fribl | Lockedin AI |
|---|---|---|
| Pricing model· | no public information www.lockedinai.com · checked Aug 6, 2026 | |
| Availability· | no public information www.lockedinai.com · checked Aug 6, 2026 | |
| Deployment options· | no public information www.lockedinai.com · checked Aug 6, 2026 | |
| Integrations· | no public information www.lockedinai.com · checked Aug 6, 2026 | |
| Supported regions· | ||
| Support model· | no public information www.lockedinai.com · checked Aug 6, 2026 |
Foundation models
| Field | Fribl | Lockedin AI |
|---|---|---|
| Base models· | “Fribl leverages cutting-edge Generative AI technology”www.fribl.co · checked Aug 2, 2026 | no public information www.lockedinai.com · checked Aug 6, 2026 |
Ecosystem
| Field | Fribl | Lockedin AI |
|---|---|---|
| Protocols supported· | no public information www.lockedinai.com · checked Aug 6, 2026 | |
| Multi-agent· | no public information www.lockedinai.com · checked Aug 6, 2026 | |
| API access· | “Fribl is an AI-powered Intelligent Matching API”www.fribl.co · checked Aug 2, 2026 | no public information www.lockedinai.com · checked Aug 6, 2026 |
Impact
| Field | Fribl | Lockedin AI |
|---|---|---|
| User base· | ||
| Deployment scale· | “1M+ Users Worldwide Professionals trust LockedIn AI every day”www.lockedinai.com · checked Aug 6, 2026 |
Disclosed by neither
Both Fribl and Lockedin AI publish nothing on these 34 fields. That is a finding about the category rather than a difference between them, so it is recorded here instead of as 34 identical table rows. Each is shown with its source check on the individual profiles.
- Autonomy level
- Action space
- Operating environment
- Target sectors
- High-risk domains
- Documented incidents
- Price point
- Model provider
- Model swappable
- Open weights
- Fine-tuning
- Context window
- Tool use
- Open source
- Marketplace presence
- Safety evaluations
- Red teaming
- Usage restrictions
- Model or system card
- Incident reporting
- Third-party evaluations
- Insurance available
- Insurance carriers
- Coverage limits
- Indemnification
- Liability cap
- Audit trail
- Tamper-evident log
- Compliance certifications
- Outcome-based pricing
- Settlement mechanism
- Dispute process
- SLA terms
- Evaluation coverage