AI Operations Analyst

AI Operations Analyst

AI Operations | Managed AI Services | Full-Time, Exempt

ECI is seeking an AI Operations Analyst to serve as the operational front door for AI across its client base. This role helps clients adopt, operate, govern, and expand their use of approved enterprise AI platforms while ensuring each request is connected to the right technical guidance, governance path, and service engagement.

ECI is building a dedicated AI Operations capability to help regulated organizations operate AI successfully and responsibly  AI Operations Analyst will work alongside engineers, governance specialists, adoption consultants, business development, and client-facing teams while helping shape ECI's managed AI operations discipline.

The AI Operations Analyst owns AI-related requests from intake through outcome confirmation, coordinating work across internal teams and maintaining clear client communication. The role combines technical support, client advisory, use-case discovery, governance awareness, and service coordination. Success requires understanding the business need behind each request, translating technical concepts into practical guidance, and engaging the appropriate specialists when broader value or deeper expertise is required.

• Serve as the primary intake point for AI-related incidents, requests, advisory questions, changes, and operational needs, maintaining ownership through confirmed resolution or outcome.
• Classify, prioritize, document, and coordinate work through established service-management processes and provide proactive communication to clients and internal stakeholders.
• Provide operational support for Microsoft 365 Copilot, Anthropic Claude Enterprise, OpenAI ChatGPT Enterprise, Copilot Studio, approved agents and connectors, and future approved AI platforms.
• Support licensing, entitlements, user access, group membership, troubleshooting, configuration validation, feature guidance, prompt assistance, and agent triage.
• Determine when a request can be resolved through a standard procedure and when AI Engineering, Security Operations, Infrastructure, AI Deployment, AI Governance, or another specialist team should be engaged.
• Engage clients to understand the business objective behind technical requests and connect needs to relevant AI use cases, productivity goals, adoption requirements, and operational outcomes.
• Provide guidance on documented platform capabilities, limitations, and best practices, and participate in discovery discussions when technical context is needed.
• Recognize opportunities for AI Adoption, AI Governance, AI Engineering, AI Deployment, managed AI services, or related project work, and introduce the appropriate ECI leader or delivery specialist.
• Identify data protection, responsible AI, security, compliance, shadow AI, prompt-injection, and data-exposure concerns and route them through the correct escalation process.
• Maintain knowledge articles, runbooks, and standard operating procedures; track recurring support patterns and release impacts; and recommend automation, self-service, and service improvements.

• Three to seven years of experience in technical account management, customer success engineering, managed services operations, solutions engineering, Microsoft 365 administration, IT service delivery, SaaS support, or enterprise technical support.
• Demonstrated success in a client-facing technical role and experience using an IT service-management platform such as Service Now.
• Working knowledge of Microsoft 365, including Copilot, Teams, SharePoint Online, Exchange Online, and Microsoft Entra .
• Familiarity with enterprise AI platforms, SaaS administration, licensing, single sign-on, SCIM,…