Failure patterns
Explore failures by asset group, model, and age.
DAVIRA · Intelligent analytics
Data into insight.
Insight into action.
Turn existing business data into clearer decisions. Begin with maintenance and asset reliability analytics, with more applications planned.
Free beta testing is underway · App access currently requires Cloudflare authentication.
Reliability94,2%↗ Demo indicator
Failure risk8,6%● Demo indicator
Maintenance intelligence
DEMO DATAAsset performance
Failure risk by asset age↗ 2026
05101520+
Assets analysed1.248Illustrative value
Maintenance records18.000Illustrative value
Asset models64Illustrative value
Visualisation uses fictional sample data. Not a real prediction or customer result.
INTELLIGENCE THAT CREATES CLARITY
Start with assets. Grow with your insights.
Our first application focuses on maintenance and asset data. DAVIRA is designed to grow toward broader business analytics.
Reliability
Explore failure trends across the asset lifecycle.
Maintenance costs
Understand costs and compare relevant asset groups.
Data quality
See how missing data can influence your analysis.
TRY DAVIRA WITH EXAMPLE DATA
Download a ready-to-use demo dataset
Explore DAVIRA without sharing your own information. This synthetic maintenance history contains 8,600 work orders, 1,000 fictitious assets, invented manufacturers and models, and validated event dates.
⬇ Download sample CSV (8,600 rows) Download Excel (.xlsx)
100% synthetic data. No real companies, individuals or patients. Available for testing after authorized tester sign-in.
GET STARTED SIMPLY
From dataset to insight in three steps.
01
Upload your data
Use a suitable maintenance dataset, for example a CSV file.
02
Choose your analysis
Select relevant variables and explore patterns.
03
Make informed decisions
Use charts and insights to support decision-making.
PUBLIC BETA · TEST ACCESS
DAVIRA is preparing for public beta
Free testing phase
Analytics are being tested at no cost.
DAVIRA is currently being tested with restricted access. The application is free for authorized testers. We are preparing broader public access; please share your feedback.
No payments or voluntary contributions are being collected during this evaluation phase.Share your feedback →
Free public beta · Features are still in development · Validate analytical results before operational use.ABOUT THE PLATFORM
Better decisions start with clearer insights.
DAVIRA is developing accessible analytics tools that turn existing datasets into useful insights. The first application focuses on maintenance patterns, asset reliability and data quality; expansion to other processes is planned.
Built for practical analysis
Explore maintenance patterns, asset reliability and data quality. Website visualisations use demonstration data; app access is currently restricted.
STAY INFORMED
Discover what DAVIRA can become.
Learn about the upcoming public beta or share your feedback. The app currently requires authorized access.
Email us ↗Contact DAVIRA at [email protected].
FREQUENTLY ASKED QUESTIONS
Good to know.
Is DAVIRA available to use now?
The app is currently accessible only to authorized testers through Cloudflare Access. Wider public access is being prepared.
Do I have to pay to run analyses?
No. Available analyses are free during the current public beta. Reasonable technical safeguards may apply.
What data can I analyse?
Maintenance data such as asset type, model, age, work types, faults and costs. Available analyses depend on your fields and data quality.
Can I upload confidential data yet?
Not as a public customer. Please wait for the official launch and information about data handling before sharing confidential datasets.
Which data may I upload?
Only synthetic, genuinely anonymized or non-sensitive datasets. Personal data, patient records and confidential business information are not allowed. Removing a name alone may not make a dataset anonymous. Read the upload rules →