Stemly
Revolutionizing Supply Chain Decision Intelligence
A comprehensive platform that leverages AI and ML to transform supply chain and finance decision-making processes.
Company stage
Early Stage
Industry
Supply Chain
Business Model
B2B
Platform
Web
Location
Singapore
Link
stemly.aiProject timeline
Jul 2021 - Sep 2021 (3 months)
Skills
Project Journey
Outdated Platform
Traditional enterprise platforms in the supply chain industry are often outdated, lacking the flexibility and modern features needed to respond to today's fast-paced business environment. These legacy systems present complex workflows that stifle innovation and hinder effective decision-making.

Different Concepts
- Divergent Visions: With each team member envisioning a different organizational structure, there was significant confusion over industry-specific terminology.
- Complex Workflows: Simplifying intricate data science processes without compromising functionality required innovative design strategies.

Our Approach
To overcome these hurdles, we:
- Employed Rapid Prototyping: This agile method allowed for prompt modifications during both internal reviews and client feedback sessions.
- Standardized Communication: We developed a comprehensive term dictionary to align all team members on crucial industry terms.
- Focused on Visualization: Special attention was given to the design of charts and tables, ensuring data insights were clear and actionable.
- Standardized Communication: We developed a comprehensive term dictionary to align all team members on crucial industry terms.
- Focused on Visualization: Special attention was given to the design of charts and tables, ensuring data insights were clear and actionable.

Result
- Forecast Accuracy Boost: The platform’s prediction accuracy improved by 22%, significantly outperforming legacy systems.
- Faster Delivery: Rapid prototyping reduced design iteration time by 40%, enabling us to launch 30% faster than initially projected.
- Enhanced User Experience: Streamlined workflows and intuitive visualizations reduced user clicks by 45% and increased user satisfaction by 35%.
- Increased Operational Efficiency: Clients reported a 25% gain in productivity, attributed to smoother, more integrated data processes.