AI Business Analyst / Product Manager
Objective Identify and validate high-value AI opportunities, rapidly prototype solutions, and ensure implementations deliver measurable business outcomes and tangible ROI.
KPI * Revenue/cost impact of implemented AI solutions * Stakeholders' satisfaction with business case clarity and realization
Areas of Responsibility * Lead Discovery Process and Validate AI Opportunities * Facilitate stakeholder workshops to identify and prioritize high-impact AI use cases * Develop business cases with clear ROI models and success metrics * Build consensus among stakeholders on solution direction * Map and Redesign Business Processes * Document current workflows and pain points * Design workflows with appropriate boundaries and controls for financial environments and Agentic AI systems * Quantify expected business improvements * Define AI Solution Requirements * Translate business needs into clear technical requirements * Create user stories and acceptance criteria * Establish validation approaches for measuring success * Create Solution Prototypes * Build functional demonstrations using no-code/low-code tools * Gather user feedback to refine concepts * Develop prompt templates for financial use cases * Implement AI Governance and Compliance * Develop testing methodologies for AI systems in regulated environments * Ensure alignment with financial regulations (e.g US SR 11-7, EU AI Act) * Create documentation standards for model risk management * Leverage Financial Services Industry (FSI) Ontologies * Apply industry-standard financial ontologies (e.g. FIBO) to structure and ground data * Design knowledge graph integrations to improve AI accuracy and compliance * Validate ontology completeness and accuracy for financial applications * Ensure Ongoing Business Alignment * Manage stakeholder expectations throughout delivery * Lead business review sessions * Mitigate risks to value realization * Stay Current on AI Capabilities * Actively test and experiment with emerging AI technologies firsthand * Evaluate new tools and platforms for business value * Share relevant insights with stakeholders
B2B contract, full remote, can be part-time or full-time engagement. Time zone: Europe
Skills
- Stakeholder management and workshop facilitation
- Business process analysis, requirements gathering, and documentation
- Project scoping, ROI modeling, and business case development
- LLM frameworks and prompt engineering for financial applications
- Hands-on AI tool experience, including no-code/low-code platforms
- Financial ontologies and graph databases (Neo4j, RDF/OWL)
- AI governance, testing, and validation in regulated environments
Traits
- Strategic business thinker who can identify valuable AI application opportunities
- Detail-oriented process analyst who can map complex workflows
- Technically curious with practical, hands-on AI knowledge
- Exceptional communicator who can translate between technical and business stakeholders
- Creative problem-solver able to rapidly prototype solutions
- Client-focused consultant who builds trust and drives business outcomes
Experience
- 3-5+ years experience in business analysis, process improvement, or consulting
- Practical implementation experience with LLMs and generative AI
- Hands-on experience with one or more no-code/low-code platforms
- Hands-on experience with orchestration frameworks (LangChain, AutoGen) or knowledge graphs
- Demonstrated success in requirements gathering and stakeholder management
- Demonstrated success moving AI projects from proof-of-concept to production in regulated environments
- Experience with digital transformation or technology implementation projects
- Background in financial services with understanding of regulatory requirement
