GenAI Proof of Concept by Eunoia

Our 40-hour Generative AI (GenAI) Assessment PoC is designed to deliver a focused and actionable evaluation of how GenAI can address your business needs. By leveraging cutting-edge AI technologies on Microsoft Azure, we create a working prototype that demonstrates the potential of GenAI within your organization, while ensuring alignment with your goals and desired outcomes. Below is a detailed breakdown of the tasks and efforts involved:

1. Requirement Gathering and Analysis (4 hours)

Stakeholder Interviews (2 hours): Engage with key stakeholders to identify business objectives, pain points, and desired outcomes for the PoC. Scope Definition (2 hours): Define the scope, success criteria, and deliverables, ensuring alignment with business goals and clear expectations for PoC success.

2. Data Preparation (8 hours) Data Collection and Preprocessing (5 hours): Gather and prepare relevant data, addressing inconsistencies and ensuring it meets the model requirements. Data Quality Review (2 hours): Resolve quality issues such as missing or inconsistent entries to optimize inputs for the AI model. Data Alignment (1 hour): Finalize data formatting and structure for compatibility with the AI system.

3. Model Selection and Customization (6 hours)

Model Identification (2 hours): Evaluate and select the most suitable GenAI model (e.g., GPT, BERT) based on the business use case and data characteristics. Fine-Tuning (4 hours): Customize the selected model to address specific business needs, ensuring relevance and alignment with the defined goals.

4. Proof of Concept Development (12 hours)

Application Development (8 hours): Build a lightweight application or framework to integrate the GenAI model with business workflows. Feature Implementation (4 hours): Develop core functionalities that demonstrate key scenarios, such as text generation, summarization, or Q&A.

5. Testing and Validation (6 hours)

Functional Testing (3 hours): Ensure that the solution meets defined technical and functional requirements. Output Validation (3 hours): Work with stakeholders to validate the quality, relevance, and accuracy of AI-generated outputs.

6. Feedback and Iteration (2 hours)

Stakeholder Feedback (1 hour): Gather feedback on the initial PoC from relevant stakeholders. Solution Refinement (1 hour): Address feedback and refine the solution to align with expectations and business needs.

7. Documentation and Presentation (2 hours)

Documentation (1.5 hours): Prepare a comprehensive summary of the PoC process, including technical architecture, results, and recommendations. Presentation (0.5 hours): Deliver a final presentation to stakeholders, showcasing the PoC outcomes and potential next steps. Deliverables

A lightweight GenAI application tailored to your business use case. A summary report detailing the process, findings, and recommendations. A stakeholder presentation highlighting PoC results and potential areas for expansion.

Our structured and efficient approach ensures that the PoC is delivered on time, demonstrating tangible value while providing a clear roadmap for scaling GenAI capabilities within your organization.