agent · personal assistant
Fay vs Nutrish.ai
55 fields both were evaluated on, 32 of them different — including where one discloses something the other does not. Every value links to the document it came from. 23 further fields are disclosed by neither and are listed at the end rather than tabled.
Assurance
| Field | Fay | Nutrish.ai |
|---|---|---|
| Audit trail· | Audit logs stated as built in from day one alongside role-based access and admin controls “Role-based access, audit logs, and admin controls built in from day one.”fay.work · checked Aug 1, 2026 | “Admins can approve content, view reports, and track user success”nutrish.ai · checked Aug 1, 2026 |
| Explainability· | “Our RAG-powered AI delivers immediate, evidence-based guidance, eliminating guesswork for your members.”nutrish.ai · checked Aug 1, 2026 | |
| Runtime governance· | yes “Role-based access, audit logs, and admin controls built in from day one.”fay.work · 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· | no public information fay.work · checked Aug 1, 2026 | “full admin control over branding, content, and communication”nutrish.ai · checked Aug 1, 2026 |
| Compliance certifications· | “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 fay.work · 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 |
| Dispute process· | refund issued “Duplicate charge of $49.99 on invoice #4821. Refund issued. Resolved”fay.work · checked Aug 1, 2026 | no public information nutrish.ai · checked Aug 1, 2026 |
| SLA terms· | no public information fay.work · checked Aug 1, 2026 |
Agency
| Field | Fay | Nutrish.ai |
|---|---|---|
| Human oversight· | no public information fay.work · 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· | multi-step “Give them a goal and the tools to do it — they handle the steps, manage the complexity, and operate continuously without hand-holding.”fay.work · 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 fay.work · 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 fay.work · checked Aug 1, 2026 | “A Conversational AI-Nutritionist Revolutionizing Gyms and Clinical Practices”nutrish.ai · checked Aug 1, 2026 |
| Initiative· | can self-initiate “Agents are AI-powered workers that think, decide, and act autonomously toward a goal.”fay.work · checked Aug 1, 2026 | “Nutrish.ai runs in the background, fully automated, no dietitian required.”nutrish.ai · checked Aug 1, 2026 |
Safety
| Field | Fay | Nutrish.ai |
|---|---|---|
| Safety policy· | ||
| Data handling· | no public information fay.work · checked Aug 1, 2026 | “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 | Fay | Nutrish.ai |
|---|---|---|
| Pricing model· | ||
| Price point· | “Affiliate Program Popular Earn €4 /user per month”nutrish.ai · checked Aug 1, 2026 | |
| Availability· | no public information fay.work · checked Aug 1, 2026 | “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 fay.work · checked Aug 1, 2026 | |
| Integrations· | Slack, Gmail, Jira, PagerDuty, webhooks “Fay connects to Slack, Gmail, Jira, PagerDuty, webhooks, and 100+ tools natively.”fay.work · checked Aug 1, 2026 | “White labeled UI widgets & direct API integrations”nutrish.ai · checked Aug 1, 2026 |
| Supported regions· | no public information fay.work · checked Aug 1, 2026 | |
| Support model· |
Foundation models
| Field | Fay | Nutrish.ai |
|---|---|---|
| Base models· | GPT-4o, Claude, Gemini, leading open-source models “Fay supports GPT-4o, Claude, Gemini, and leading open-source models out of the box.”fay.work · checked Aug 1, 2026 | “Our RAG-powered AI delivers immediate, evidence-based guidance”nutrish.ai · checked Aug 1, 2026 |
| Model provider· | OpenAI, Anthropic, Google, open-source communities “Fay supports GPT-4o, Claude, Gemini, and leading open-source models out of the box.”fay.work · checked Aug 1, 2026 | no public information nutrish.ai · checked Aug 1, 2026 |
| Fine-tuning· | no public information fay.work · checked Aug 1, 2026 |
Ecosystem
| Field | Fay | Nutrish.ai |
|---|---|---|
| Protocols supported· | no public information fay.work · checked Aug 1, 2026 | |
| Tool use· | no public information fay.work · checked Aug 1, 2026 | “Nutrish.ai adds new revenue streams for gyms by automating personalized nutrition.”nutrish.ai · checked Aug 1, 2026 |
| Multi-agent· | yes “Fay lets you combine both: embed an agent inside a workflow, or trigger a workflow from an agent.”fay.work · checked Aug 1, 2026 | no public information nutrish.ai · checked Aug 1, 2026 |
| API access· |
Impact
| Field | Fay | Nutrish.ai |
|---|---|---|
| Target sectors· | customer support, sales, claims processing, incident response, internal productivity “Anything from customer support agents and sales prep bots to claims processing pipelines, incident triage systems, and internal productivity tools.”fay.work · checked Aug 1, 2026 | “Developed by verified Swedish nutrition scientists AI-Nutrition Platform for Gyms & Health Clinics”nutrish.ai · checked Aug 1, 2026 |
| High-risk domains· | no public information fay.work · checked Aug 1, 2026 | “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 |
| Documented incidents· | “Duplicate charge of $49.99 on invoice #4821. Refund issued. Resolved”fay.work · checked Aug 1, 2026 | no public information nutrish.ai · checked Aug 1, 2026 |
Disclosed by neither
Both Fay and Nutrish.ai publish nothing on these 23 fields. That is a finding about the category rather than a difference between them, so it is recorded here instead of as 23 identical table rows. Each is shown with its source check on the individual profiles.
- Autonomy level
- User base
- Deployment scale
- 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
- Evaluation coverage
Questions
- How do Fay and Nutrish.ai compare on model provider?
- Fay: OpenAI, Anthropic, Google, open-source communities. Nutrish.ai: no public information disclosed.
- How do Fay and Nutrish.ai compare on multi-agent?
- Fay: yes. Nutrish.ai: no public information disclosed.
- How do Fay and Nutrish.ai compare on dispute process?
- Fay: refund issued. Nutrish.ai: no public information disclosed.