agent · personal assistant
Ava vs Marb.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 | Ava | Marb.ai |
|---|---|---|
| Audit trail· | “Your data is encrypted in transit and at rest, with an audit-ready file for every transaction.”www.listedkit.ai · checked Aug 7, 2026 | “Každý verdikt je vysvětlitelný, auditovatelný a hotový pro váš model-risk tým.”www.marb.ai · checked Aug 1, 2026 |
| Explainability· | “I like how it reads my documents and acts as an extra set of eyes.”www.listedkit.ai · checked Aug 7, 2026 | “Každý verdikt je vysvětlitelný, auditovatelný a hotový pro váš model-risk tým.”www.marb.ai · checked Aug 1, 2026 |
| Runtime governance· | no public information www.listedkit.ai · checked Aug 7, 2026 | “Enterprise bezpečnost Mějte pod kontrolou, na čem vašemu byznysu záleží: vestavěné mantinely, řízené přístupy a čistá správa dat. Úvěrové rozhodnutí nikdy neopouští banku.”www.marb.ai · checked Aug 1, 2026 |
| Permission scopes· | “Can my whole team use it? Yes. Invite your agents and coordinators, share pipelines, and keep every file visible to the people who need it.”www.listedkit.ai · checked Aug 7, 2026 | “Z celého trhu i financí klienta jeden verdikt za 90 sekund. Agenti si proženou trh i data klienta a vrátí přes API jeden verdikt: koupit teď, nebo přesný plán, jak na to.”www.marb.ai · checked Aug 1, 2026 |
Agency
| Field | Ava | Marb.ai |
|---|---|---|
| Human oversight· | “Ava reads every contract at intake, catches every email, and tracks every date, before you ever open the file.”www.listedkit.ai · checked Aug 7, 2026 | no public information www.marb.ai · checked Aug 1, 2026 |
| Goal complexity· | “Ava watches every deal. It reads your inbox and your contracts, and across every deal you have open it tells you what to do next.”www.listedkit.ai · checked Aug 18, 2026 | no public information www.marb.ai · checked Aug 1, 2026 |
| Initiative· | “Ava watches every deal. It reads your inbox and your contracts, and across every deal you have open it tells you what to do next.”www.listedkit.ai · checked Aug 18, 2026 | no public information www.marb.ai · checked Aug 1, 2026 |
Safety
| Field | Ava | Marb.ai |
|---|---|---|
| Data handling· | “Your data is encrypted in transit and at rest, with an audit-ready file for every transaction.”www.listedkit.ai · checked Aug 7, 2026 |
Practicality
| Field | Ava | Marb.ai |
|---|---|---|
| Pricing model· | “Only pay for what you use. $14.99 per transaction credit.”www.listedkit.ai · checked Aug 7, 2026 | no public information www.marb.ai · checked Aug 1, 2026 |
| Price point· | no public information www.marb.ai · checked Aug 1, 2026 | |
| Availability· | “First transaction free · No subscription, no commitment”www.listedkit.ai · checked Aug 7, 2026 | |
| Integrations· | “Connect your email and upload a contract, and Ava builds the timeline in minutes.”www.listedkit.ai · checked Aug 7, 2026 | |
| Supported regions· | no public information www.listedkit.ai · checked Aug 7, 2026 | “Praha · Bratislava · Málaga Postaveno pro Evropu od prvního dne.”www.marb.ai · checked Aug 1, 2026 |
Ecosystem
| Field | Ava | Marb.ai |
|---|---|---|
| Protocols supported· | no public information www.listedkit.ai · checked Aug 7, 2026 | |
| Tool use· | “Drafts your replies Update emails and templates written for you, ready to review and send in a click.”www.listedkit.ai · checked Aug 7, 2026 | |
| Multi-agent· | no public information www.listedkit.ai · checked Aug 7, 2026 | “Jeden underwriter koupě, čtyři agenti. Každý pokrývá jednu chvíli rozhodování.”www.marb.ai · checked Aug 1, 2026 |
| API access· | no public information www.listedkit.ai · checked Aug 7, 2026 |
Impact
| Field | Ava | Marb.ai |
|---|---|---|
| User base· | “Trusted by real estate teams across the country”www.listedkit.ai · checked Aug 7, 2026 | no public information www.marb.ai · checked Aug 1, 2026 |
| Deployment scale· | “Trusted by real estate teams across the country”www.listedkit.ai · checked Aug 7, 2026 | no public information www.marb.ai · checked Aug 1, 2026 |
| Target sectors· | “AI Transaction Management for Real Estate Teams”www.listedkit.ai · checked Aug 7, 2026 | |
| High-risk domains· | no public information www.listedkit.ai · checked Aug 7, 2026 |
Disclosed by neither
Both Ava and Marb.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
- Documented incidents
- Deployment options
- Support model
- Base models
- Model provider
- Model swappable
- Open weights
- Fine-tuning
- Context window
- Open source
- Marketplace presence
- Safety evaluations
- Red teaming
- Safety policy
- Usage restrictions
- Model or system card
- Incident reporting
- Third-party evaluations
- Insurance available
- Insurance carriers
- Coverage limits
- Indemnification
- Liability cap
- Tamper-evident log
- Compliance certifications
- Regulatory alignment
- Outcome-based pricing
- Settlement mechanism
- Dispute process
- SLA terms
- Evaluation coverage