Data Requirements
Know exactly what data you need. Before you need it.
Stop wasting time and money collecting unused data. Our platform shows you precisely what's required as you configure your analytics.
The Hidden Cost of Wrong Data
Traditional analytics platforms make you guess what data you'll need. The result? Wasted resources and failed projects.
Traditional Approach
- ×Collect everything 'just in case'
- ×Find out data gaps after implementation
- ×Waste months gathering unused fields
- ×Pay for storage of irrelevant data
- ×Analytics fail due to missing requirements
- ×Restart entire process when gaps found
Our Smart Approach
- ✓See exact requirements before starting
- ✓Requirements update live with configuration
- ✓Collect only what analytics will use
- ✓Zero waste on unnecessary data
- ✓100% confidence before running
- ✓Adapt requirements based on available data
Smart Requirements in Action
Configure your analytics and watch data requirements adapt in real-time
Select Analytics Type
Choose from our library of advanced analytics algorithms
Each analytics type starts with base data requirements clearly displayed
Configure Analytics
Set objectives, network structure, and constraints
Data requirements compile instantly as you make selections
See Live Requirements
Requirements instantly compiled with availability status
System automatically checks your workspace data and shows what's missing
Run with Confidence
Execute analytics knowing you have all required data
No surprises, no failures, no wasted time on data rework
Game-Changing Capabilities
Transform how you approach data collection and analytics preparation
Live Data Visibility
100% claritySee exactly what data you need before you start
Precision Collection
0% wasteCollect only the data your analytics will actually use
Instant Validation
Real-timeKnow immediately if you have sufficient data
Cost Optimization
70% savingsStop paying for unnecessary data collection
Intelligent Data Management
Beyond basic requirements - smart features that save time and money
Gap Analysis
Instantly identify missing data before running analytics
Smart Filtering
Filter requirements by availability, cost, or collection time
Export Templates
Generate data collection templates for your team
Validation Rules
Built-in data quality checks and validation requirements
Measurable Business Impact
Real results from companies using smart data requirements
Customer Success Stories
Fortune 500 Retailer
Spent $3M collecting customer demographics that weren't used
Used interactive requirements to identify only 12 essential fields
Saved $2.5M and launched analytics 3 months faster
Global Manufacturer
Analytics failed repeatedly due to missing supplier lead time data
Live requirements showed exact gaps before running models
100% success rate on first run after targeted data collection
Logistics Leader
Collected terabytes of GPS data but needed only delivery confirmations
Parameter-based requirements filtered to essential data points
Reduced storage costs by 90%, analytics runs 10x faster
Why This Changes Everything
Interactive requirements fundamentally transform analytics success rates