agent · personal assistant
ARTE vs PineAI
55 fields both were evaluated on, 19 of them different — including where one discloses something the other does not. Every value links to the document it came from. 36 further fields are disclosed by neither and are listed at the end rather than tabled.
Assurance
| Field | ARTE | PineAI |
|---|---|---|
| Explainability· | no public information 19pine.ai · checked Aug 2, 2026 | |
| Compliance certifications· | no public information 19pine.ai · checked Aug 2, 2026 | |
| Regulatory alignment· | no public information www.deferred.com · checked Aug 1, 2026 | States its practices align with SOC 2, GDPR and CCPA frameworks “We align our practices with leading frameworks such as SOC 2, GDPR, and CCPA.”19pine.ai · checked Aug 21, 2026 |
| Outcome-based pricing· | Annual plans are stated to run bill negotiation on credits with no percentage success fee; the fee model on other plans is not stated on the page checked “Annual plans run bill negotiation with credits only, with no percentage success fee.”19pine.ai · checked Aug 2, 2026 |
Agency
| Field | ARTE | PineAI |
|---|---|---|
| Action space· | no public information www.deferred.com · checked Aug 1, 2026 | Makes phone calls, negotiates, and fills out forms on the user's behalf to handle bills, subscriptions, and complaints “Calls, negotiations, filling forms and more - Pine takes care of work and life.”19pine.ai · checked Aug 2, 2026 |
| Operating environment· | no public information www.deferred.com · checked Aug 1, 2026 | Operates via phone calls and web forms to handle bills, subscriptions, and complaints “AI Assistant to Handle Bills, Subscriptions, and Complaints”19pine.ai · checked Aug 2, 2026 |
Safety
| Field | ARTE | PineAI |
|---|---|---|
| Incident reporting· | no public information 19pine.ai · checked Aug 2, 2026 | |
| Third-party evaluations· | no public information www.deferred.com · checked Aug 1, 2026 | Regularly engages independent security experts to test its systems for vulnerabilities “We regularly engage independent security experts to test Pine systems and identify potential vulnerabilities.”19pine.ai · checked Aug 21, 2026 |
| Data handling· | no public information www.deferred.com · checked Aug 1, 2026 | Data shared with Pine is used only to complete the task and deleted within 24 hours of request “Data you share is handled only to complete your task and never kept longer than necessary”19pine.ai · checked Aug 21, 2026 |
Practicality
| Field | ARTE | PineAI |
|---|---|---|
| Pricing model· | no public information 19pine.ai · checked Aug 2, 2026 | |
| Price point· | no public information 19pine.ai · checked Aug 2, 2026 | |
| Integrations· | no public information 19pine.ai · checked Aug 2, 2026 | |
| Support model· | no public information 19pine.ai · checked Aug 2, 2026 |
Foundation models
| Field | ARTE | PineAI |
|---|---|---|
| Base models· | no public information 19pine.ai · checked Aug 2, 2026 | |
| Model provider· | no public information 19pine.ai · checked Aug 2, 2026 | |
| Fine-tuning· | “Trained on 8,000+ pages of relevant US tax law”www.deferred.com · checked Aug 1, 2026 | no public information 19pine.ai · checked Aug 2, 2026 |
Impact
| Field | ARTE | PineAI |
|---|---|---|
| User base· | no public information www.deferred.com · checked Aug 1, 2026 | |
| Target sectors· | “AI Real Estate Tax Expert and Research Assistant”www.deferred.com · checked Aug 1, 2026 | no public information 19pine.ai · checked Aug 2, 2026 |
| High-risk domains· | “AI Real Estate Tax Expert and Research Assistant”www.deferred.com · checked Aug 1, 2026 | no public information 19pine.ai · checked Aug 2, 2026 |
Disclosed by neither
Both ARTE and PineAI publish nothing on these 36 fields. That is a finding about the category rather than a difference between them, so it is recorded here instead of as 36 identical table rows. Each is shown with its source check on the individual profiles.
- Autonomy level
- Human oversight
- Goal complexity
- Initiative
- Deployment scale
- Documented incidents
- Availability
- Deployment options
- Supported regions
- Model swappable
- Open weights
- Context window
- Protocols supported
- Tool use
- Multi-agent
- API access
- Open source
- Marketplace presence
- Safety evaluations
- Red teaming
- Safety policy
- Usage restrictions
- Model or system card
- Insurance available
- Insurance carriers
- Coverage limits
- Indemnification
- Liability cap
- Audit trail
- Tamper-evident log
- Runtime governance
- Permission scopes
- Settlement mechanism
- Dispute process
- SLA terms
- Evaluation coverage
Questions
- How do ARTE and PineAI compare on action space?
- ARTE: no public information disclosed. PineAI: Makes phone calls, negotiates, and fills out forms on the user's behalf to handle bills, subscriptions, and complaints.
- How do ARTE and PineAI compare on operating environment?
- ARTE: no public information disclosed. PineAI: Operates via phone calls and web forms to handle bills, subscriptions, and complaints.
- How do ARTE and PineAI compare on user base?
- ARTE: no public information disclosed. PineAI: 150,000+ users.
- How do ARTE and PineAI compare on third-party evaluations?
- ARTE: no public information disclosed. PineAI: Regularly engages independent security experts to test its systems for vulnerabilities.
- How do ARTE and PineAI compare on data handling?
- ARTE: no public information disclosed. PineAI: Data shared with Pine is used only to complete the task and deleted within 24 hours of request.
- How do ARTE and PineAI compare on regulatory alignment?
- ARTE: no public information disclosed. PineAI: States its practices align with SOC 2, GDPR and CCPA frameworks.