See Every Action. Understand Every Decision. Control Every Outcome.
Fiddler AI gives government organizations complete oversight and control of mission-critical artificial intelligence.
As the leader in AI Observability and Governance, Fiddler provides the visibility, accountability, and security required to deploy and operate predictive, generative, and agentic AI systems with confidence.
Our platform is built to help agencies accelerate innovation while safeguarding mission assurance, data integrity, and public trust ensuring AI operates safely, transparently, and as intended.
Mission: Build Trust into Every AI System
Fiddler’s unified observability environment combines real-time monitoring, security, explainability, analytics, and safety guardrails into a single, secure platform.
For agencies managing sensitive or high-impact missions, Fiddler ensures that every AI output can be observed, secured, explained, and governed across its full lifecycle.
Fiddler is proud to be:
- A U.S. Department of Defense–funded innovator
- Featured with a Defense Innovation Unit (DIU) Success Memo
- Contracted with the U.S. Navy’s Project AMMO
- OTE Ready and AWS GovCloud IL6 Ready
Fiddler Trust Models & Real-Time Guardrails
At the core of the platform are Fiddler Trust Models, this engine powering our real-time Guardrails that protect AI systems from misuse and degradation without hidden costs or data exposure.
- Threat Detection: Automatically identify hallucinations, toxic responses, PII/PHI leakage and jailbreak attempts before they impact mission outcomes.
- Risk Scoring: Assign dynamic confidence and cyber-risk profiles to every interaction.
- 3D Visualization: Map high-risk clusters of prompts, responses, or inputs to quickly isolate problematic regions.
- Audit & Traceability: Every action is logged with full documentation, guardrail metric scores, and source references, providing complete transparency and compliance for oversight teams.
All Guardrail telemetry flows into the Fiddler Observability Platform, where agencies can track safety, faithfulness, and operational health metrics across every deployed model.
Operational Command for Complex Agentic AI
Modern AI systems often involve autonomous agents interacting in series or parallel, creating intricate decision pathways that demand deep visibility.
Fiddler acts as the AI Command Center, enabling agencies to:
- Trace and Diagnose: Isolate specific spans or chains of interactions within an agentic system.
- Root Cause Analysis: Pinpoint where and why an issue occurred at every level—model, agent, or data segment.
- Visual System Mapping: Aggregate traces into graphical, interactive dashboards for rapid mean-time-to-resolution.
This end-to-end visibility lets mission teams understand and govern even the most complex AI ecosystems with speed and precision.
Core Capabilities
1. Continuous AI Assurance
Monitor and secure AI behavior in real time—from training to deployment.
- Performance, drift, and data-quality tracking
- Safety and fairness monitoring
- Anomaly detection and mission-impact alerts
- Segment and cohort analysis
2. Explainability & Transparency
Understand every decision your AI makes.
- SHAP, Fiddler SHAP, and Integrated Gradients explanations
- Global and local interpretability views
- What-if simulations and sensitivity analysis
- Image and text explainability across modalities
3. Security & Governance
Protect mission data and maintain compliance.
- Prompt-injection and jailbreak prevention
- PII/PHI detection and privacy monitoring
- Governance reporting and audit trails
- Alignment with NIST AI RMF, EO 14110, and DoD Responsible AI Principles
4. Analytics & Mission Outcomes
Link AI behavior directly to operational impact.
- Unified dashboards for ML, LLM, and agent metrics
- Root-cause and slice analysis
- Trend forecasting and risk prediction
- KPI-based mission performance insights
Deployment & Security Readiness
- Petabyte-Scale Performance for enterprise and mission workloads
- Flexible Deployment: SaaS, on-prem, or air-gapped environments
- IL6-Ready Architecture
- Human-in-the-Loop Support for oversight and accountability
Partnering with Fiddler
Fiddler collaborates with system integrators, defense primes, and technology providers to bring trusted AI to every mission.
- Rapid integration into DevSecOps and SWFT pipelines
- Pre-built compliance and observability modules
- Joint go-to-market via Carahsoft Federal Channel
- Proven success in DoD and civilian agency environments
Whether as a prime or subcontractor, Fiddler strengthens partner offerings with trusted AI assurance and governance at scale.
Delivering Trusted AI for the Mission
From predictive models to generative and agentic systems, Fiddler serves as the AI Command Center enabling agencies to:
See Every Action. Understand Every Decision. Control Every Outcome.
With Fiddler, government leaders can deploy AI that performs reliably, safeguards sensitive data, and upholds the highest standards of transparency and accountability for all AI systems.
