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We are seeking an AI Business Systems and Prompt Analyst to translate ambiguous business problems into well-defined AI use cases, document the data and process requirements, build low code / no code AI agents / prompts using approved technology stack, and play a pivotal role in operationalizing generative AI solutions for high-impact use cases across GBS functions.
The AI Business Systems Analyst serves as the bridge between business stakeholders and the technical teams that design, build, and operate artificial intelligence and machine learning solutions. This is a hands-on analytical role rather than a purely documentation-focused one. The analyst is expected to interrogate data quality, evaluate whether an AI approach is genuinely warranted over a simpler rules-based or reporting solution, and hold vendors and internal teams to measurable outcomes.
Runs discovery sessions with business leaders, operations teams, and subject matter experts to identify pain points, manual workarounds, and decision bottlenecks where AI or intelligent automation can add value. Partners with business leaders to identify AI and automation use cases and evaluates feasibility, data readiness, expected business value, and associated risks.
Elicits and documents functional and non-functional requirements for AI-enabled systems, including data sources, decision logic, human-in-the-loop checkpoints, latency expectations, and acceptance criteria. Translates business needs into clear functional requirements, prompt design documentation, test cases, and acceptance criteria.
Maps current-state business processes and defines future-state workflows, clearly identifying which decisions are informed by AI, automated by AI, or retained by human users.
Manages the intake process for AI and automation initiatives to support prioritization and governance. Maintains a prioritized backlog of use cases, including sizing, dependencies, and readiness status to guide investment decisions.
Writes, versions, tests, and optimizes prompts (system, user, and tool-call prompts) to achieve desired functionality across multiple use cases.
Develops low-code and no-code AI solutions, prompts, and agents using Microsoft Power Automate, Power Apps, Copilot Studio, Copilot, and Cowork.
Designs robust prompt frameworks, patterns, and guardrails to ensure reliability, consistency, accuracy, and compliance.
Applies responsible AI practices in collaboration with legal, privacy, security, and risk teams, documenting data lineage, intended use, limitations, and monitoring requirements for deployed solutions.
Defines success metrics for each AI use case, establishes baseline performance measures, and reports realized business benefits after implementation.
Leads change management activities, including stakeholder demonstrations, training development, process documentation, and post-launch support to encourage adoption and successful utilization.
Builds and maintains strong relationships with stakeholders while providing regular project updates and setting expectations regarding AI capabilities, limitations, and risks.
Creates and maintains functional specifications, prompt playbooks, technical documentation, operating procedures, and runbooks.
Prepares stakeholder-friendly summaries of findings, performance results, risks, recommendations, and key outcomes.
Contributes to enterprise standards and best practices for prompt governance, version control, and prompt reuse.
Ensures compliance with data privacy, confidentiality, and regulatory requirements relevant to the insurance and risk management industry.
Applies Responsible AI principles, including bias awareness, explainability, and auditability, and participates in model risk assessments and governance activities.
Measures and continuously improves AI solution quality using metrics such as accuracy, consistency, precision, recall, latency, and cost efficiency.
Minimum Required Degree
Preferred Degree
Certifications / Special Training
Experience (Career Level Guide)
Experience partnering with business stakeholders to gather requirements and translate them into AI-enabled workflows, acceptance criteria, and measurable success metrics, preferably within a Microsoft ecosystem.
Proven experience designing and optimizing Large Language Model (LLM) prompts for:
Hands-on experience with Microsoft Power Platform and related developer tools, including:
Experience testing and validating AI solutions through:
Strong written and verbal communication skills, including:
Ability to create and maintain:
Solid understanding of advanced prompt engineering concepts, including:
Ability to work independently as an individual contributor while managing multiple priorities and delivering high-quality results within established timelines.
This job description is not intended to be an exhaustive list of all duties and responsibilities associated with the position.
Additional responsibilities may be assigned by management based on business needs. Employees are expected to perform all duties assigned as a condition of employment.
Nothing in this job description alters the at-will employment relationship with the Company.
The Company reserves the right to review, modify, and update this job description at any time as deemed necessary and appropriate.
At Gallagher, we believe supporting our colleagues goes far beyond the role itself. For more information, visit our Benefits page.
At Gallagher, we are dedicated to building an inclusive and authentic workplace. If your past experience doesn’t align perfectly, we encourage you to join our Talent Community to stay connected to additional career opportunities. At times, we will consider transferable skills from previous roles.
Gallagher is an affirmative action/equal opportunity employer (Minorities/Females/Veterans/Disabled)
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