AI Dispatch
vendor · observability

Fiddler AI vs Wayfound

45 fields both were evaluated on, 24 of them different — including where one discloses something the other does not. Every value links to the document it came from. 21 further fields are disclosed by neither and are listed at the end rather than tabled.

Assurance

FieldFiddler AIWayfound
Audit trail·
Every enforcement decision is recorded with who triggered it and what happened, giving you audit evidence ready for GRC standards and AI regulations.
Auditable Governance Every enforcement decision is recorded with who triggered it and what happened, giving you audit evidence ready for GRC standards and AI regulations.
www.fiddler.ai · checked Aug 6, 2026
gives you agent scorecards, recommendations, alerts, and transcripts
www.wayfound.ai · checked Aug 1, 2026
Explainability·
See every action, token, and dollar by user and team for fleet-wide intelligence
See the performance of all your agents in a single pane of glass. See every action, token, and dollar by user and team for fleet-wide intelligence
www.fiddler.ai · checked Aug 6, 2026
real-time alerts and inline improvement suggestions
www.wayfound.ai · checked Aug 1, 2026
Runtime governance·
Fiddler Guardrails enforce policy inline, at the agent's request and response path, in under 80ms, so violations are stopped before data ever leaves your network
Fiddler Guardrails enforce policy inline, at the agent's request and response path, in under 80ms, so violations are stopped before data ever leaves your network, not flagged after the fact.
www.fiddler.ai · checked Aug 6, 2026
enforce guidelines and standards with intuitive rules
www.wayfound.ai · checked Aug 1, 2026
Compliance certifications·
Fiddler states it complies with HIPAA
Fiddler is in compliance with the U.S. Health Insurance and Accountability Act (HIPAA)
www.fiddler.ai · checked Aug 26, 2026
Regulatory alignment·
audit evidence ready for GRC standards and AI regulations
Auditable Governance Every enforcement decision is recorded with who triggered it and what happened, giving you audit evidence ready for GRC standards and AI regulations.
www.fiddler.ai · checked Aug 6, 2026
ensuring every interaction meets your business goals
www.wayfound.ai · checked Aug 1, 2026
Service type·
Wayfound is the world’s first AI Agent supervision platform
www.wayfound.ai · checked Aug 1, 2026
Client types·
software and AI engineers, data scientists, platform and DevOps teams, and security and compliance teams
Who uses Fiddler AI? Fiddler AI is used by organizations deploying agents across all industries, as well as highly regulated industries like financial services , healthcare , insurance , and government . Within these organizations, the typical users are software and AI engineers, data scientists, platform and DevOps teams, and security and compliance teams responsible for keeping agents and predictive models accurate, safe, and compliant across their lifecycle.
www.fiddler.ai · checked Aug 6, 2026
Wayfound is for business users and product managers at companies with AI Agents
www.wayfound.ai · checked Aug 1, 2026

Safety

FieldFiddler AIWayfound
Safety policy·
ensuring every interaction meets your business goals
www.wayfound.ai · checked Aug 1, 2026
Usage restrictions·
ensuring every interaction meets your business goals
www.wayfound.ai · checked Aug 1, 2026
Data handling·
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

FieldFiddler AIWayfound
Pricing model·
usage-based at $0.002 per trace
We offer three plans, and we work with customers to find the right fit based on their specific use cases and needs, rather than a one-size-fits-all package. The Free plan includes real-time guardrails powered by Fiddler Centor Models at under 80ms latency , protecting against hallucinations, toxicity, PII/PHI, prompt injection, and jailbreak attempts. The Developer plan is usage-based at $0.002 per trace and adds unified observability for agentic and predictive systems, custom evaluators, and SSO. The Enterprise plan adds enterprise-grade guardrails, flexible deployment (SaaS, VPC, or on-premises), infrastructure scalability, and white-glove support with a named Customer Success Manager and customized onboarding.
www.fiddler.ai · checked Aug 6, 2026
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·
$0.002 per trace
The Developer plan is usage-based at $0.002 per trace
www.fiddler.ai · checked Aug 6, 2026
Up to date pricing information can be found on our Pricing page .
www.wayfound.ai · checked Aug 1, 2026
Availability·
Free plan, Developer plan, Enterprise plan
We offer three plans, and we work with customers to find the right fit based on their specific use cases and needs, rather than a one-size-fits-all package. The Free plan includes real-time guardrails powered by Fiddler Centor Models at under 80ms latency , protecting against hallucinations, toxicity, PII/PHI, prompt injection, and jailbreak attempts. The Developer plan is usage-based at $0.002 per trace and adds unified observability for agentic and predictive systems, custom evaluators, and SSO. The Enterprise plan adds enterprise-grade guardrails, flexible deployment (SaaS, VPC, or on-premises), infrastructure scalability, and white-glove support with a named Customer Success Manager and customized onboarding.
www.fiddler.ai · checked Aug 6, 2026
Wayfound is the world’s first AI Agent supervision platform
www.wayfound.ai · checked Aug 1, 2026
Deployment options·
SaaS, VPC, or on-premises
The Enterprise plan adds enterprise-grade guardrails, flexible deployment (SaaS, VPC, or on-premises), infrastructure scalability, and white-glove support with a named Customer Success Manager and customized onboarding.
www.fiddler.ai · checked Aug 6, 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.
www.wayfound.ai · checked Aug 1, 2026
Integrations·
Azure OpenAI, Amazon Bedrock, LangGraph, and 100+ other providers
Fiddler is model- and cloud-agnostic, working across Azure OpenAI, Amazon Bedrock, LangGraph, and 100+ other providers
www.fiddler.ai · checked Aug 6, 2026
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·
AWS GovCloud
Built for the Enterprise and Government Security and scale in SaaS, VPC, and AWS GovCloud.
www.fiddler.ai · checked Aug 6, 2026
Support model·
White-glove support at every stage of your AI journey, backed by our engineering and data science expertise
Customer Centric White-glove support at every stage of your AI journey, backed by our engineering and data science expertise to align AI deployments with business outcomes.
www.fiddler.ai · checked Aug 6, 2026

Ecosystem

FieldFiddler AIWayfound
Protocols supported·
integration flexibility including its own MCP server
www.wayfound.ai · checked Aug 1, 2026
API access·
securely connected with the Wayfound Supervisor with just one line of code
www.wayfound.ai · checked Aug 1, 2026
Marketplace presence·
AWS Preferred Partner
AWS Preferred Partner Run Fiddler AI Observability securely within Amazon SageMaker Studio.
www.fiddler.ai · checked Aug 6, 2026
Salesforce Agentforce partnership
www.wayfound.ai · checked Aug 1, 2026

Impact

FieldFiddler AIWayfound
User base·
Fortune 100 organizations
Fortune 100 organizations use Fiddler to deliver high performance agentic and predictive applications, protect from costly risks, and maximize ROI.
www.fiddler.ai · checked Aug 6, 2026
Trusted by innovative startups and established industry leaders.
www.wayfound.ai · checked Aug 1, 2026
Deployment scale·
Fortune 100 organizations use Fiddler to deliver high performance agentic and predictive applications, protect from costly risks, and maximize ROI.
www.fiddler.ai · checked Aug 6, 2026
Wayfound is the world’s first AI Agent supervision platform
www.wayfound.ai · checked Aug 1, 2026
Target sectors·
financial services, healthcare, insurance, and government
Fiddler AI is used by organizations deploying agents across all industries, as well as highly regulated industries like financial services , healthcare , insurance , and government .
www.fiddler.ai · checked Aug 6, 2026
High-risk domains·
financial services, healthcare, insurance, and government
Fiddler AI is used by organizations deploying agents across all industries, as well as highly regulated industries like financial services , healthcare , insurance , and government .
www.fiddler.ai · checked Aug 6, 2026

Disclosed by neither

Both Fiddler AI and Wayfound publish nothing on these 21 fields. That is a finding about the category rather than a difference between them, so it is recorded here instead of as 21 identical table rows. Each is shown with its source check on the individual profiles.

  • Documented incidents
  • Open source
  • Safety evaluations
  • Red teaming
  • Model or system card
  • Incident reporting
  • Third-party evaluations
  • Insurance available
  • Insurance carriers
  • Coverage limits
  • Indemnification
  • Liability cap
  • Tamper-evident log
  • Permission scopes
  • Outcome-based pricing
  • Settlement mechanism
  • Dispute process
  • SLA terms
  • Evaluation coverage
  • Regulatory status
  • Underwriting backing

Questions

How do Fiddler AI and Wayfound compare on supported regions?
Fiddler AI: AWS GovCloud. Wayfound: no public information disclosed.
How do Fiddler AI and Wayfound compare on support model?
Fiddler AI: White-glove support at every stage of your AI journey, backed by our engineering and data science expertise. Wayfound: no public information disclosed.
How do Fiddler AI and Wayfound compare on compliance certifications?
Fiddler AI: Fiddler states it complies with HIPAA. Wayfound: no public information disclosed.