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
Fiddler AI records 44,204 monthly visits with -10.2% month-over-month growth and Contact for Pricing pricing. Inspectorio records 22,976 monthly visits with -32.3% growth and Contact for Pricing pricing.
AI supply chain management for quality, compliance and traceability
| Dimension / Metric | ![]() | |
|---|---|---|
| Official Domain | fiddler.ai | inspectorio.com |
| Pricing Model | Contact for Pricing | Contact for Pricing |
| Monthly Visits | 44.2K (44,204) | 22.98K (22,976) |
| MoM Traffic Delta | -5.04K (-10.2%) | -10.98K (-32.3%) |
| Primary Market & Share | 🇺🇸 United States (28.4%) | 🇮🇳 India (32.9%) |
| Direct Visits / mo | 9.13K | 15.59K |
| User Rating | 4.4 | 4.4 |
| 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.
AI supply chain management for quality, compliance and traceability
Run inspections, capture findings and score defect risk across factories and suppliers with AI-assisted analysis.
Digitize lab test requests, results and reporting so testing status and failures are visible in one place.
Centralise supplier and site data to assess network strength, capacity and risk exposure.
Track and verify product journeys to support transparency claims and regulatory requirements.
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

Free / Open-sourceAgent observability, evaluation, and continuous improvement for production AI
Free / Open-sourceAgent observability, evaluation, and continuous improvement for production AI

Free / Open-sourceTurn policies into AI-enforced workflows you can prove
Free / Open-sourceTurn policies into AI-enforced workflows you can prove

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

Global import-export data, bill of lading records and trade analytics in one platform
Global import-export data, bill of lading records and trade analytics in one platform

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

AI-powered cloud DLP and security awareness training for SaaS environments
AI-powered cloud DLP and security awareness training for SaaS environments

Free / Open-sourceAI workforce analytics that turn monitoring data into productivity and cost decisions.
Free / Open-sourceAI workforce analytics that turn monitoring data into productivity and cost decisions.

AI value measurement platform connecting AI spend to real business outcomes
AI value measurement platform connecting AI spend to real business outcomes

Free / Open-sourceAI-native trade compliance, screening and HTS classification in one platform
Free / Open-sourceAI-native trade compliance, screening and HTS classification in one platform