☰
SpotOn Assistant
Role
Product designer (helped build 0-1)
Timeline
Jul - Dec 2024
Results
Currently in testing with enterprise design partners
Full case study
Design process & prototypes here
Explainable data analysis for business users
SpotOn Assistant (Spotonix) is a virtual data analyst that simplifies ad-hoc data analysis for business users
It tackles slow, complex data retrieval by offering clear answers to business questions and guiding users through their data inquiries; currently testing with design partners

About Spotonix & my role
Spotonix specializes in creating an unified data architecture for organizational knowledge; at Spotonix, I designed backend knowledge systems, agentic chat experiences, and supported marketing/partnership materials for the CEO
In this case study, I will focus on SpotOn Assistant, a data analytics tool for business users

Problem & goal
Self-service data tools often fall short for non-technical business users; meanwhile, data teams are overwhelmed by ad-hoc requests, causing delays and frustrations
HMW empower business users to ask ad-hoc questions and explore data with guided insights?

☆ Solution: SpotOn Assistant
Guiding design principles
𐀪 Human-like reasoning
ᝰ Guided analysis
➴ Trustworthy and explainable answers
SpotOn Assistant
Role
Product designer (helped build 0-1)
Timeline
Jul - Dec 2024
Results
Currently in testing with enterprise design partners
Full case study
Design process & prototypes here
Explainable data analysis for business users
SpotOn Assistant (Spotonix) is a virtual data analyst that simplifies ad-hoc data analysis for business users
It tackles slow, complex data retrieval by offering clear answers to business questions and guiding users through their data inquiries; currently testing with design partners

About Spotonix & my role
Spotonix specializes in creating an unified data architecture for organizational knowledge; at Spotonix, I designed backend knowledge systems, agentic chat experiences, and supported marketing/partnership materials for the CEO
In this case study, I will focus on SpotOn Assistant, a data analytics tool for business users

Problem & goal
Self-service data tools often fall short for non-technical business users; meanwhile, data teams are overwhelmed by ad-hoc requests, causing delays and frustrations
HMW empower business users to ask ad-hoc questions and explore data with guided insights?

☆ Solution: SpotOn Assistant
Guiding design principles
𐀪 Human-like reasoning
ᝰ Guided analysis
➴ Trustworthy and explainable answers
SpotOn Assistant
Role
Product designer (helped build 0-1)
Timeline
Jul - Dec 2024
Results
Currently in testing with enterprise design partners
Full case study
Design process & prototypes here
Explainable data analysis for business users
SpotOn Assistant (Spotonix) is a virtual data analyst that simplifies ad-hoc data analysis for business users
It tackles slow, complex data retrieval by offering clear answers to business questions and guiding users through their data inquiries; currently testing with design partners

About Spotonix & my role
Spotonix specializes in creating an unified data architecture for organizational knowledge; at Spotonix, I designed backend knowledge systems, agentic chat experiences, and supported marketing/partnership materials for the CEO
In this case study, I will focus on SpotOn Assistant, a data analytics tool for business users

Problem & goal
Self-service data tools often fall short for non-technical business users; meanwhile, data teams are overwhelmed by ad-hoc requests, causing delays and frustrations
HMW empower business users to ask ad-hoc questions and explore data with guided insights?
