All engagements
StartupNovember 2025

AI Product & Startup Operations Advisory

Evaluating AI Applications to Improve User Experience and Operational Readiness

Compliance SupportGovernance FrameworksRisk ManagementProcess DocumentationOperational Controls

Overview

As a Startup Operations Advisor for FairScan, I conducted independent operational reviews of two AI-powered applications: MedGuard and StyleMyCrown. My role was to evaluate each application from a user and business operations perspective, identify opportunities for improvement, and provide practical recommendations to enhance usability, functionality, and the overall customer experience.

The Challenge

As an early-stage startup, FairScan was developing innovative AI applications and needed objective feedback before expanding its user base. The leadership team wanted insights into how the applications performed from an end-user perspective and recommendations that would improve the products and strengthen the customer experience.

The Solution

I performed a structured assessment of both AI applications, reviewing user workflows, functionality, navigation, and the overall user experience. I documented observations, identified areas where the applications could be improved, and provided actionable recommendations to help the development team refine the products.

My review focused on improving usability while ensuring the applications aligned with customer expectations and business objectives.

Business Impact

My advisory support helped FairScan by:

Providing an independent operational assessment of two AI applications.

Identifying opportunities to improve usability and customer experience.

Delivering structured feedback to support product refinement.

Helping the leadership team prioritize enhancements before broader adoption.

Contributing practical recommendations that supported continuous product improvement.

Tools & Methodologies

Tools

User Acceptance Review

Microsoft Office Suite

Documentation & Reporting Tools

Methodologies

User Experience (UX) Evaluation

Operational Assessment

Business Process Analysis

Product Review

Root Cause Analysis

Continuous Improvement

Key Skills Demonstrated

Startup Advisory

Operations Consulting

Product Evaluation

User Experience Assessment

Business Analysis

Process Improvement

Critical Thinking

Problem Solving

Stakeholder Communication

Continuous Improvement