agent · personal assistant
Marb.ai vs Nutrish.ai
55 fields both were evaluated on, 29 of them different — including where one discloses something the other does not. Every value links to the document it came from. 26 further fields are disclosed by neither and are listed at the end rather than tabled.
Assurance
| Field | Marb.ai | Nutrish.ai |
|---|---|---|
| Audit trail· | “Každý verdikt je vysvětlitelný, auditovatelný a hotový pro váš model-risk tým.”www.marb.ai · checked Aug 1, 2026 | “Admins can approve content, view reports, and track user success”nutrish.ai · checked Aug 1, 2026 |
| Explainability· | “Každý verdikt je vysvětlitelný, auditovatelný a hotový pro váš model-risk tým.”www.marb.ai · checked Aug 1, 2026 | “Our RAG-powered AI delivers immediate, evidence-based guidance, eliminating guesswork for your members.”nutrish.ai · checked Aug 1, 2026 |
| Runtime governance· | “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 | “Admins can approve content, view reports, and track user success without micromanaging the platform.”nutrish.ai · checked Aug 1, 2026 |
| Permission scopes· | “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 | “full admin control over branding, content, and communication”nutrish.ai · checked Aug 1, 2026 |
| Compliance certifications· | no public information www.marb.ai · checked Aug 1, 2026 | “We are GDPR compliant and follow best practices aligned with ISO 27001 and SOC 2 frameworks”nutrish.ai · checked Aug 1, 2026 |
| Regulatory alignment· | no public information www.marb.ai · checked Aug 1, 2026 | “We are GDPR compliant and follow best practices aligned with ISO 27001 and SOC 2 frameworks”nutrish.ai · checked Aug 1, 2026 |
| SLA terms· | no public information www.marb.ai · checked Aug 1, 2026 |
Agency
| Field | Marb.ai | Nutrish.ai |
|---|---|---|
| Human oversight· | no public information www.marb.ai · checked Aug 1, 2026 | “Admins can approve content, view reports, and track user success without micromanaging the platform.”nutrish.ai · checked Aug 1, 2026 |
| Goal complexity· | no public information www.marb.ai · checked Aug 1, 2026 | “Hyper-personalized & accurate meal plans Meal plans that continuously adapt to goals, macros, and progress, aligning perfectly with your unique protocols.”nutrish.ai · checked Aug 1, 2026 |
| Action space· | no public information www.marb.ai · checked Aug 1, 2026 | “Nutrish.ai adds new revenue streams for gyms by automating personalized nutrition.”nutrish.ai · checked Aug 1, 2026 |
| Operating environment· | no public information www.marb.ai · checked Aug 1, 2026 | “A Conversational AI-Nutritionist Revolutionizing Gyms and Clinical Practices”nutrish.ai · checked Aug 1, 2026 |
| Initiative· | no public information www.marb.ai · checked Aug 1, 2026 | “Nutrish.ai runs in the background, fully automated, no dietitian required.”nutrish.ai · checked Aug 1, 2026 |
Safety
| Field | Marb.ai | Nutrish.ai |
|---|---|---|
| Safety policy· | no public information www.marb.ai · checked Aug 1, 2026 | |
| Data handling· | “Data is encrypted, stored securely, and accessible only to authorized staff. Your member-date remains private and safe.”nutrish.ai · checked Aug 1, 2026 |
Practicality
| Field | Marb.ai | Nutrish.ai |
|---|---|---|
| Pricing model· | no public information www.marb.ai · checked Aug 1, 2026 | |
| Price point· | no public information www.marb.ai · checked Aug 1, 2026 | “Affiliate Program Popular Earn €4 /user per month”nutrish.ai · checked Aug 1, 2026 |
| Availability· | “Join our waitlist where you can get 100% free access to Nutrish.ai (spots are limited).”nutrish.ai · checked Aug 1, 2026 | |
| Deployment options· | no public information www.marb.ai · checked Aug 1, 2026 | |
| Integrations· | “White labeled UI widgets & direct API integrations”nutrish.ai · checked Aug 1, 2026 | |
| Supported regions· | “Praha · Bratislava · Málaga Postaveno pro Evropu od prvního dne.”www.marb.ai · checked Aug 1, 2026 | |
| Support model· | no public information www.marb.ai · checked Aug 1, 2026 |
Foundation models
| Field | Marb.ai | Nutrish.ai |
|---|---|---|
| Base models· | no public information www.marb.ai · checked Aug 1, 2026 | “Our RAG-powered AI delivers immediate, evidence-based guidance”nutrish.ai · checked Aug 1, 2026 |
| Fine-tuning· | no public information www.marb.ai · checked Aug 1, 2026 |
Ecosystem
| Field | Marb.ai | Nutrish.ai |
|---|---|---|
| Protocols supported· | ||
| Tool use· | “Nutrish.ai adds new revenue streams for gyms by automating personalized nutrition.”nutrish.ai · checked Aug 1, 2026 | |
| Multi-agent· | “Jeden underwriter koupě, čtyři agenti. Každý pokrývá jednu chvíli rozhodování.”www.marb.ai · checked Aug 1, 2026 | no public information nutrish.ai · checked Aug 1, 2026 |
| API access· |
Impact
| Field | Marb.ai | Nutrish.ai |
|---|---|---|
| Target sectors· | “Developed by verified Swedish nutrition scientists AI-Nutrition Platform for Gyms & Health Clinics”nutrish.ai · checked Aug 1, 2026 | |
| High-risk domains· | “Our system is built with healthcare in mind. All meal plans follow evidence-based guidelines and are customizable to adjust for allergies, medical conditions, and regulations.”nutrish.ai · checked Aug 1, 2026 |
Disclosed by neither
Both Marb.ai and Nutrish.ai publish nothing on these 26 fields. That is a finding about the category rather than a difference between them, so it is recorded here instead of as 26 identical table rows. Each is shown with its source check on the individual profiles.
- Autonomy level
- User base
- Deployment scale
- Documented incidents
- Model provider
- Model swappable
- Open weights
- Context window
- 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
- Tamper-evident log
- Outcome-based pricing
- Settlement mechanism
- Dispute process
- Evaluation coverage