Fiddler AI records 44,204 monthly visits with -10.2% month-over-month growth and Contact for Pricing pricing. Process Street records 226,993 monthly visits with +17.8% growth and Free Trial, Contact for Pricing pricing.
The control plane for trusted enterprise agents and models
Turn policies into AI-enforced workflows you can prove
| Dimension / Metric | | |
|---|---|---|
| Official Domain | fiddler.ai | process.st |
| Pricing Model | Contact for Pricing | Free Trial, Contact for Pricing |
| Monthly Visits | 44.2K (44,204) | 226.99K (226,993) |
| MoM Traffic Delta | -5.04K (-10.2%) | +34.31K (+17.8%) |
| Primary Market & Share | 🇺🇸 United States (28.4%) | 🇺🇸 United States (56.1%) |
| Direct Visits / mo | 9.13K | 150.68K |
| User Rating | 4.4 | 4.3 |
| Supported Platforms | Website | Website |
The control plane for trusted enterprise agents and models
See the performance of every agent and predictive model in a single pane of glass, with every action, token and dollar traceable by user and team.
Fiddler Centor Models power policy enforcement and continuous evaluation inside your network, avoiding external LLM API calls and their hidden costs.
Detects and redacts PII, PHI and secrets on the same request path — before a prompt reaches the model and before a response reaches the developer — with sub-80ms latency.
Keeps a living inventory of every connected agent and records each enforcement decision, with who triggered it and what happened, ready for GRC and AI regulation audits.
Turn policies into AI-enforced workflows you can prove
Centralise policies and SOPs with version control and governance mapped to frameworks such as ISO 9001, SOC 2, SOX and FDA requirements.
Turn policies into structured workflows with owners, due dates, conditional logic and approvals, so every step is followed rather than assumed.
Monitors regulatory changes, automates the associated work and flags risks and gaps before they turn into audit findings.
Records who completed each step and when, with required file uploads, form entries and approvals attached to the task.
Free / Open-sourceUnified observability, security and incident response for cloud-scale engineering teams
Free / Open-sourceUnified observability, security and incident response for cloud-scale engineering teams
SpecialistConnects thousands of apps for complex automated pipelines, but lacks built-in structured checklists and SOP document management.
SpecialistConnects thousands of apps for complex automated pipelines, but lacks built-in structured checklists and SOP document management.
Free / Open-sourcePowerful open-source workflow automation with visual node building, though less tailored specifically to document-based SOP checklists.
Free / Open-sourcePowerful open-source workflow automation with visual node building, though less tailored specifically to document-based SOP checklists.
Provides flexible AI-driven workspaces and agent automation, but is less specialized for strict compliance monitoring.
Delivers broader project portfolio and operational data management, but requires more manual setup for rigid sequential workflows.
Delivers broader project portfolio and operational data management, but requires more manual setup for rigid sequential workflows.
Free / Open-sourceAgent observability, evaluation, and continuous improvement for production AI
Free / Open-sourceAgent observability, evaluation, and continuous improvement for production AI
Combines human tasks and automated workflows seamlessly, but focuses more on client-facing portals than internal SOPs.
Combines human tasks and automated workflows seamlessly, but focuses more on client-facing portals than internal SOPs.
Attack-led AI security testing and red teaming
Attack-led AI security testing and red teaming
Free / Open-sourceBuild, simulate, evaluate and monitor self-improving AI agents
Free / Open-sourceBuild, simulate, evaluate and monitor self-improving AI agents
Free / Open-sourceEvaluate, monitor, and govern your AI applications in production
Free / Open-sourceEvaluate, monitor, and govern your AI applications in production
Advanced enterprise process orchestration with strong business rules, but features a steeper learning curve than Process Street.
Advanced enterprise process orchestration with strong business rules, but features a steeper learning curve than Process Street.
Free / Open-sourceStandardize LLM evaluation, observability, and red teaming across your whole org
Free / Open-sourceStandardize LLM evaluation, observability, and red teaming across your whole org
