How we helped businesses grow
No More Guessing:
Semi-Automated Data Analysis Tailored to Business Context
INDUSTRY: ANALYTICS / SAAS
A data analytics product needed to help non-technical users interpret raw datasets quickly — without hallucinated insights or vague reports.
Challenges and Analysis
The company faced a number of interconnected challenges:
Users uploaded data but didn’t know what to analyze
Generic AI summaries were often inaccurate
Needed domain-specific context and logic
Solution and Implementation
Built semantic analysis to detect dataset type (e.g. orders, traffic)
Connected dataset patterns to business logic templates
Generated accurate insights using rule-based and AI hybrid queries
Results
The transformation had a significant impact:
Domain-aware analysis without manual BI work
Clear, actionable insights tailored to user needs
Enabled faster decision-making from day one
