Put AI to Work

AI Readiness Assessment (90 min)

Step 1 – Ideation Workshop (1/2 day)

Key Activities

• Discovery of 5-8 Use cases
• Alignment on what critical needs are
• Analysis of the most actionable use case which could bring the most valuable business results the fastest
• Prioritize next steps towards a viable solution

Session Outcomes

• Presentation of key findings
• Recommendations that provide a high-level roadmap

Step 2 – Discovery & Design (3 weeks)

Key Activities

• Data Exploration
• Define Functional and Non-Functional Requirements
• Requirement Rationalization
• Data Readiness / Availability Check
• Data Source Integration feasibility
• Data acquisition and access strategy
• Data architecture and design
• Data Integration Design

Key Deliverables

• Selected Use Case(s) Delivery Plan
• Data Integration strategy
• Business Requirement Document

Step 3 – Delivery – 1 selected use case (10 weeks)

Key Activities

• Statistical/ Machine Learning/ Optimization model conceptualization from business use case
• Data Preprocessing
• Model exploration and comparative analysis
• Model selection and tuning of parameters and hyper-parameters
• Model back-tests/ accuracy measurements (for predictive models) and benefit analysis (for optimization)
• Model iterative refinements
• Solution process chain development
• Models input data and parameters interface implementation
• Implement required access control
• User Acceptance Test support
• Solution Process chain productionization
• User Training on Solution

Key Deliverables

• Implemented and Productionized Solution
• User / Operational Manual
• Sprint Demos and Status Reports