VizoraAI

Originally Vizora analyzed single datasets.

Now it understands connected business datasets:

customers + orders + products + payments.

It automatically builds relationships and business metrics.

Would love feedback.

✅ Upload engine upgraded for multi-table business datasets.

✅ Diagnosis now understands connected datasets.

✅ Treatment engine redesigned to reduce approval fatigue.

The biggest lesson this week:

Users don't want to approve 100 individual fixes.

They want confidence that the AI understands the business context and is making safe recommendations.

Next milestone: Relationship-aware transformation engine for business metrics.

Vizora isn't built for data scientists.

It is built for businesses that regularly work with sales datasets.

• Small businesses • Founders • Sales teams • Retail businesses • Ecommerce companies • Superstores • Pharmacies • Automobile businesses • Chemical distributors • Restaurants • Beverage companies • EV businesses

If your business exports Excel files, sales reports, CRM data, or transaction data every week, you probably know these problems:

❓ Missing values ❓ Duplicate records ❓ Inconsistent names ❓ Messy spreadsheets ❓ Hours spent cleaning data

Vizora helps you understand your data before you clean it and before you build dashboards.

Because good decisions start with good data.

Bad data creates bad decisions. Vizora diagnoses issues before insights begin. It diagnoses data issues, explains their business impact, estimates risk, and helps users decide what to fix before generating insights and dashboards.

It's currently optimized for sales datasets, and I'm actively improving it based on user feedback.

I'd love to hear your thoughts and learn what types of datasets you'd want to analyze with it.