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 v

📌 AI Business Analyst (España)
🏢 Neurons Lab
📍 España