AI-Powered Sales Forecasting Dashboard
Zero One Group (Client under NDA)
Built an AI-powered dashboard enabling business users to forecast sales and explore performance insights through a conversational analytics interface.
The Challenge
The client needed a way to move beyond static reporting and predefined dashboards. Business users struggled to manually analyze complex sales data to identify top performers or forecast trends, leading to delayed decision-making and missed opportunities.
The Process
Analyzed business requirements for sales forecasting and performance tracking
Designed a conversational UI (ChatGPT-like) to enable natural language data querying
Developed an AI engine to translate natural language questions into SQL/data queries
Implemented dynamic charting capabilities that adapt visualizations based on the data context
Integrated predictive modeling for future sales forecasting
The Solution
Delivered a Generative AI-powered dashboard where users can ask broad questions about their business conditions (e.g., 'Top 5 outlets'). The system provides instant answers, generates relevant interactive charts, and offers AI-driven recommendations for improving sales performance.
The Outcomes
Skills & Methods
Interested in working together?
I'd love to discuss how I can bring this same approach to your product challenges.
More Case Studies
AI-Powered Learning Management System
Zero One Group (Client under NDA)
Delivered a web-based AI-powered Learning Management System for a public-sector client, enabling intelligent content exploration, AI-assisted assessments, and conversational learning experiences.
Transfez Consumer Remittance Platform
Transfez
Contributed as an Associate Product Manager to the development and growth of Transfez’s consumer remittance platform, focusing on onboarding, verification, transaction experience, and growth initiatives across mobile and web.
HM Sampoerna – My Hero Decoupling
HM Sampoerna
Contributed to a technical due diligence and pre-decoupling initiative for HM Sampoerna, focusing on separating the 'My Hero' module from the AYO ecosystem through system analysis and C4 architectural modeling.