# Fiddler AI *Also known as Fiddler* - Website: https://www.fiddler.ai - Agent profile: https://directory.haycion.ai/agents/fiddler-ai > Fiddler AI provides enterprise AI observability and governance to safely deploy, monitor, and govern AI across industries. Fiddler AI provides enterprise software platform that helps organizations safely deploy and operate AI, including agents and GenAI, through centralized observability, policy enforcement, and governance. The company serves industries such as government, financial services, healthcare, insurance, and travel, delivering continuous in-environment evaluations, end-to-end visibility, and auditable controls to improve trust, reduce risk, and optimize AI performance at scale. **Mission:** We're on a mission to build trust into AI. ## Products & Services ### [Fiddler AI Control Plane](https://www.fiddler.ai/control-plane/design-partner) *Platform* Enhances trust and compliance in AI operations with centralized observability and enforcement mechanisms. - **Agentic observability** — Provides Full Lifecycle Monitoring - **AI governance, risk management, and compliance** — Ensures Compliance with Standards - **Continuous evaluations** — Validates AI Performance - **Fiddler Centor models** — Leverages In-House Models - **Guardrails** — Protects Against AI Risks - **Policy enforcement** — Inline Policy Enforcement ### [Fiddler AI Control Plane for Financial Services](https://www.fiddler.ai/solutions/financial-services) *Solution* Enhance compliance and risk management for financial services AI with unified observability and governance. - **In-environment evaluations** — Conduct Real-Time Evaluations - **Audit Trails** — Generate Audit Evidence - **Cost Management** — Reduce External Costs ### [Fiddler AI Control Plane for Customer Experience](https://www.fiddler.ai/solutions/customer-experience) *Solution* Enhances customer interactions through agentic AI while ensuring compliance and security. - **Unified Observability** — Provides Comprehensive Insights - **Continuous Evaluations** — Facilitates Seamless Adaptation ### [Fiddler AI Control Plane for Government](https://www.fiddler.ai/solutions/government) *Solution* Enhance AI governance and security for government agencies with Fiddler's control plane. - **Mission-critical governance** — Enforce Governance And Compliance - **Security and risk controls** — Protect Against Security Threats - **Agentic Observability** — Monitor Agent Performance ### [Fiddler AI Control Plane for Lending and Trading](https://www.fiddler.ai/solutions/lending-and-trading) *Solution* Enhances compliance and trust in financial operations through robust observability and governance. - **AI Governance and Compliance** — Streamline Governance Processes ### [Fiddler AI Control Plane for Lifetime Value](https://www.fiddler.ai/solutions/lifetime-value) *Solution* Maximize customer lifetime value with agentic AI that enhances personalization and retention. - **Dynamic pricing oversight** — Optimize Pricing Strategies ## Market Segments - **AI governance and compliance** (market size $2.2B, CAGR 30%): Frameworks and controls to govern AI assets, manage model risk, enforce policies, ensure explainability and auditability, and support regulatory compliance. - **AI observability and monitoring** (market size $1.9B, CAGR 15%): Monitoring, performance tracking, drift detection, logging, and alerting to maintain model reliability, data quality, and operational performance in production. - **Continuous model evaluation and validation** (market size $1.5B, CAGR 20%): In-environment testing, continuous evaluations, drift detection, and validation workflows that assess models from pre-production through production to ensure policy compliance and performance. - **Customer experience and personalization** (market size $17.9B, CAGR 14.6%): Design and delivery of AI-driven digital products that personalize customer journeys, optimize interactions, and improve engagement and service outcomes. ## Ideal Customer Profiles ### Financial Services And Lending Financial services firms needing AI governance, compliance, and risk controls at scale. - Industry: Financial Services, Banking, FinTech - Geography: North America, Europe - Pain points: Regulatory risk, policy enforcement gaps, auditing AI deployments, high governance costs - Business goals: Ensure compliant AI usage, reduce risk, scale governance across AI lifecycle - Positioning: A scalable AI governance platform enabling auditable, policy-driven AI in financial services across lending, cards, wealth, and trading. #### Persona: Head Of AI Governance - Needs: Clear governance policies, auditable decisions, integration with compliance workflows - Goals: Establish enterprise-wide AI governance, reduce policy violations - Challenges: Disparate AI deployments, data silos, audit overhead - Pain points: Manual audits, policy drift, inconsistent enforcement across teams - Solution: Provides centralized governance, inline policy enforcement, and continuous evaluations across AI agents and models. #### Persona: Chief Information Security Officer - Needs: Threat visibility, secure AI deployments, granular access controls - Goals: Protect data, maintain regulatory compliance - Challenges: Balancing speed to deploy with security requirements - Pain points: Policy drift, gaps in end-to-end observability - Solution: Offers agentic observability, audit trails, and risk management across AI systems. #### Persona: AI Platform Architect - Needs: Seamless integration with existing infrastructure, scalable governance - Goals: Accelerate safe deployments, reduce time to production - Challenges: Policy enforcement across environments - Pain points: Integration complexity, governance overhead - Solution: Provides centralized control, inline enforcement, and continuous evaluations to streamline deployments. ### Government And Defense AI Programs Government agencies needing secure, auditable AI governance and risk controls. - Industry: Public Sector, Defense, Intelligence - Geography: Global - Pain points: Security, mission-critical reliability, policy compliance, risk controls - Business goals: Secure AI deployments, ensure regulatory compliance, protect sensitive data - Positioning: Enables mission-critical governance, observability, and risk controls for government AI deployments while maintaining security and regulatory compliance. #### Persona: Agency CIO - Needs: Governance, policy enforcement, secure deployment - Goals: Deliver reliable AI-enabled public services while maintaining security and compliance - Challenges: Legacy systems, procurement cycles, compliance requirements - Pain points: Auditability gaps, slow policy enforcement, data sharing constraints - Solution: Provides centralized governance, agentic observability, and audit trails for government AI deployments. #### Persona: AI Initiatives Program Manager - Needs: Clear governance, risk management, vendor integration - Goals: Deliver AI programs on time within regulatory constraints - Challenges: Coordination across agencies, data sensitivity - Pain points: Lack of visibility into AI performance, policy drift - Solution: Offers continuous evaluations and inline policy enforcement to keep programs compliant. #### Persona: Security Architect - Needs: Secure, auditable AI lifecycle, risk controls - Goals: Mitigate AI-related security risks, ensure compliance - Challenges: Balancing security with operational needs - Pain points: Insufficient observability of agent behavior - Solution: Agentic observability, guardrails, and risk controls across AI operations. ### Customer Experience Leaders Technology-enabled enterprises needing safe AI-powered customer interactions. - Industry: Technology, Retail, Travel, Services - Geography: Global - Pain points: Inconsistent agent performance, regulatory compliance in CX, lack of observability across channels - Business goals: Improve customer satisfaction, optimize conversations, increase retention - Positioning: Provides observable, compliant, and safe AI-powered customer experiences at scale. #### Persona: Head Of Customer Experience - Needs: Consistent CX across channels, measurable impact - Goals: Improve satisfaction, reduce handling time - Challenges: Channel fragmentation, inconsistent agent responses - Pain points: Inconsistent AI responses, lack of visibility - Solution: Enables continuous evaluations and unified observability for CX agents and models. #### Persona: Contact Center Director - Needs: Real-time monitoring, guardrails for agents - Goals: Reduce call volume, improve first-contact resolution - Challenges: Quality control, compliance with policies - Pain points: Noise in agent metrics, policy drift - Solution: Offers inline policy enforcement and end-to-end observability for CX agents. #### Persona: CX Data Analyst - Needs: Access to data, evaluation results, dashboards - Goals: Quantify impact of AI interactions, optimize models - Challenges: Data silos, inconsistent data quality - Pain points: Fragmented evaluation results, slow experiments - Solution: Delivers continuous evaluations and data-rich insights to improve CX delivery. ### Lifetime Value Optimization Retail and subscription businesses focusing on maximizing customer lifetime value. - Industry: Retail, Ecommerce, Consumer Goods, Subscriptions - Geography: Global - Pain points: Churn, low engagement, suboptimal pricing, poor personalization - Business goals: Maximize CLV, retention, pricing effectiveness - Positioning: Offers data-driven personalization and pricing oversight to optimize customer lifetime value at scale. #### Persona: Growth Product Manager - Needs: Personalization strategies, pricing insights - Goals: Increase ARPU, reduce churn - Challenges: Segment adoption, data quality - Pain points: Slow experimentation cycles - Solution: Offers agent-powered personalization and pricing oversight to optimize CLV. #### Persona: Pricing Manager - Needs: Dynamic pricing oversight, experimentation data - Goals: Maximize revenue, balance demand - Challenges: Competitive pricing, data integration - Pain points: Manual price changes, slow feedback loops - Solution: Monitors dynamic pricing and customer segments to optimize revenue. #### Persona: Loyalty And Retention Lead - Needs: Retention strategies, engagement insights - Goals: Improve retention, extend customer lifetime - Challenges: Measuring impact, cross-channel personalization - Pain points: Fragmented data, inconsistent experiments - Solution: Supports continuous evaluations and personalized experiences to improve retention.