AI Dispatch
vendor · Observability

Confident AI vs Wayfound

45 fields both were evaluated on, 30 of them different — including where one discloses something the other does not. Every value links to the document it came from.

Assurance

FieldConfident AIWayfound
Insurance available
Insurance carriers
Coverage limits
Indemnification
Liability cap
Audit trail·
Trace every LLM call, analyze tool calls, and track agent performance in real time. Inspect every trace
Trace every LLM call, analyze tool calls, and track agent performance in real time. Inspect every trace
www.confident-ai.com · checked Aug 1, 2026
gives you agent scorecards, recommendations, alerts, and transcripts
gives you agent scorecards, recommendations, alerts, and transcripts
www.wayfound.ai · checked Aug 1, 2026
Tamper-evident log
Explainability·
Inspect every trace Alert on degradation Latency & cost tracking
Inspect every trace Alert on degradation Latency & cost tracking
www.confident-ai.com · checked Aug 1, 2026
real-time alerts and inline improvement suggestions
real-time alerts and inline improvement suggestions
www.wayfound.ai · checked Aug 1, 2026
Runtime governance·
Git-based prompt versioning Manage prompts with a git-based branching workflow synced to your codebase. Teams can work in parallel, enforce merge permissions, and gate merges with eval results.
Git-based prompt versioning Manage prompts with a git-based branching workflow synced to your codebase. Teams can work in parallel, enforce merge permissions, and gate merges with eval results.
www.confident-ai.com · checked Aug 1, 2026
enforce guidelines and standards with intuitive rules
enforce guidelines and standards with intuitive rules
www.wayfound.ai · checked Aug 1, 2026
Permission scopes·
RBAC AND DATA MASKING Our flexible infrastructure allows data separation between projects, custom permissions control, and masking for LLM traces.
RBAC AND DATA MASKING Our flexible infrastructure allows data separation between projects, custom permissions control, and masking for LLM traces.
www.confident-ai.com · checked Aug 1, 2026
Compliance certifications·
HIPAA, SOCII COMPLIANT
HIPAA, SOCII COMPLIANT
www.confident-ai.com · checked Aug 1, 2026
Regulatory alignment·
ensuring every interaction meets your business goals
ensuring every interaction meets your business goals
www.wayfound.ai · checked Aug 1, 2026
Outcome-based pricing
Settlement mechanism
Dispute process
SLA terms·
99.9% UPTIME SLA We offer enterprise-level guarantees for our services to ensure mission critical workflows are always accessible.
99.9% UPTIME SLA We offer enterprise-level guarantees for our services to ensure mission critical workflows are always accessible.
www.confident-ai.com · checked Aug 1, 2026
Evaluation coverage·
Evals ran to date [ 0 + ]
Evals ran to date [ 0 + ]
www.confident-ai.com · checked Aug 1, 2026
Wayfound Highlighted in Gartner’s First Guardian Agent Market Report
Wayfound Highlighted in Gartner’s First Guardian Agent Market Report
www.wayfound.ai · checked Aug 1, 2026
Service type·
Enterprise AI Evaluation & Observability Platform
Confident AI: Enterprise AI Evaluation & Observability Platform
www.confident-ai.com · checked Aug 1, 2026
Wayfound is the world’s first AI Agent supervision platform
Wayfound is the world’s first AI Agent supervision platform
www.wayfound.ai · checked Aug 1, 2026
Regulatory status
Underwriting backing
Client types·
500+ LEADING AI COMPANIES
TRUSTED BY 500+ LEADING AI COMPANIES
www.confident-ai.com · checked Aug 1, 2026
Wayfound is for business users and product managers at companies with AI Agents
Wayfound is for business users and product managers at companies with AI Agents
www.wayfound.ai · checked Aug 1, 2026

Safety

FieldConfident AIWayfound
Safety evaluations·
AI risk assessments In a regulated industry? Confident AI centralizes red teaming workflows so you catch risks before users do, with PDF ready assessment reports you can share with stakeholders.
AI risk assessments In a regulated industry? Confident AI centralizes red teaming workflows so you catch risks before users do, with PDF ready assessment reports you can share with stakeholders.
www.confident-ai.com · checked Aug 1, 2026
Red teaming·
Safety policy·
ensuring every interaction meets your business goals
ensuring every interaction meets your business goals
www.wayfound.ai · checked Aug 1, 2026
Usage restrictions·
ensuring every interaction meets your business goals
ensuring every interaction meets your business goals
www.wayfound.ai · checked Aug 1, 2026
Model or system card
Incident reporting
Third-party evaluations·
Wayfound Highlighted in Gartner’s First Guardian Agent Market Report
Wayfound Highlighted in Gartner’s First Guardian Agent Market Report
www.wayfound.ai · checked Aug 1, 2026
Data handling·
All data is encrypted in transit and at rest, and we never use your data to train models.
All data is encrypted in transit and at rest, and we never use your data to train models.
www.confident-ai.com · checked Aug 1, 2026
Our enterprise agreements with foundation AI models guarantees that your data is never shared with anyone or used for model training.
Our enterprise agreements with foundation AI models guarantees that your data is never shared with anyone or used for model training.
www.wayfound.ai · checked Aug 1, 2026

Practicality

FieldConfident AIWayfound
Pricing model·
Wayfound offers 3 pricing tiers: an introductory “AI Innovator” plan, that lets you try out Wayfound for a nominal fee, an “AI Growth” plan, that lets you scale your Wayfound Supervisor’s reach, and our “Enterprise Plan” for production level Agent Supervision.
Wayfound offers 3 pricing tiers: an introductory “AI Innovator” plan, that lets you try out Wayfound for a nominal fee, an “AI Growth” plan, that lets you scale your Wayfound Supervisor’s reach, and our “Enterprise Plan” for production level Agent Supervision.
www.wayfound.ai · checked Aug 1, 2026
Price point·
Up to date pricing information can be found on our Pricing page .
Up to date pricing information can be found on our Pricing page .
www.wayfound.ai · checked Aug 1, 2026
Availability·
Try Now For Free
Try Now For Free
www.confident-ai.com · checked Aug 1, 2026
Wayfound is the world’s first AI Agent supervision platform
Wayfound is the world’s first AI Agent supervision platform
www.wayfound.ai · checked Aug 1, 2026
Deployment options·
fully self-hosted deployment option alongside the managed cloud. You can run the entire platform in your own VPC or on-prem infrastructure
Yes. Confident AI offers a fully self-hosted deployment option alongside the managed cloud. You can run the entire platform in your own VPC or on-prem infrastructure, keeping all data within your network.
www.confident-ai.com · checked Aug 1, 2026
Wayfound’s pricing and go-to-market model assume a cloud-based delivery model. If your use case requires on prem deployment, please reach out to your Wayfound account team to discuss options.
Wayfound’s pricing and go-to-market model assume a cloud-based delivery model. If your use case requires on prem deployment, please reach out to your Wayfound account team to discuss options.
www.wayfound.ai · checked Aug 1, 2026
Integrations·
OpenAI, LangGraph, Opentelemetry
SDKs in Python, Typescript; 20+ integrations, including OpenAI, LangGraph, Opentelemetry, and tons of more LLM gateways.
www.confident-ai.com · checked Aug 1, 2026
connect Agents built on many different platforms as well as pre-built 3rd party Agents (such as Intercom Fin, Qualified Piper, etc)
connect Agents built on many different platforms as well as pre-built 3rd party Agents (such as Intercom Fin, Qualified Piper, etc)
www.wayfound.ai · checked Aug 1, 2026
Supported regions·
United States of America (North Carolina) or the European Union (Frankfurt)
MULTI-DATA RESIDENCY Store and process data in the United States of America (North Carolina) or the European Union (Frankfurt).
www.confident-ai.com · checked Aug 1, 2026
Support model·
99.9% UPTIME SLA We offer enterprise-level guarantees for our services to ensure mission critical workflows are always accessible.
99.9% UPTIME SLA We offer enterprise-level guarantees for our services to ensure mission critical workflows are always accessible.
www.confident-ai.com · checked Aug 1, 2026

Ecosystem

FieldConfident AIWayfound
Protocols supported·
integration flexibility including its own MCP server
integration flexibility including its own MCP server
www.wayfound.ai · checked Aug 1, 2026
API access·
APIs for the entire pipeline. Every part of Confident AI is exposed as an API.
AUTOMATIONS APIs for the entire pipeline. Every part of Confident AI is exposed as an API.
www.confident-ai.com · checked Aug 1, 2026
securely connected with the Wayfound Supervisor with just one line of code
securely connected with the Wayfound Supervisor with just one line of code
www.wayfound.ai · checked Aug 1, 2026
Open source
Marketplace presence·
Salesforce Agentforce partnership
Salesforce Agentforce partnership
www.wayfound.ai · checked Aug 1, 2026

Impact

FieldConfident AIWayfound
User base·
500+ LEADING AI COMPANIES
TRUSTED BY 500+ LEADING AI COMPANIES
www.confident-ai.com · checked Aug 1, 2026
Trusted by innovative startups and established industry leaders.
Trusted by innovative startups and established industry leaders.
www.wayfound.ai · checked Aug 1, 2026
Deployment scale·
500+ LEADING AI COMPANIES
TRUSTED BY 500+ LEADING AI COMPANIES
www.confident-ai.com · checked Aug 1, 2026
Wayfound is the world’s first AI Agent supervision platform
Wayfound is the world’s first AI Agent supervision platform
www.wayfound.ai · checked Aug 1, 2026
Target sectors·
industries where a perfectly functional AI is not good enough.
Purpose built for industries where a perfectly functional AI is not good enough.
www.confident-ai.com · checked Aug 1, 2026
testing automation
testing automation
www.wayfound.ai · checked Aug 1, 2026
High-risk domains·
healthcare, insurance, and financial industries.
HIPAA, SOCII COMPLIANT Our compliance standards meets the requirements of even the most regulated healthcare, insurance, and financial industries.
www.confident-ai.com · checked Aug 1, 2026
brand-safe, compliant
brand-safe, compliant
www.wayfound.ai · checked Aug 1, 2026
Documented incidents