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Data Quality using AI

Explainable Data Quality using AI. Fully automated.

For people who care about data. Catch errors before they cost you millions in bad decisions.

"The other team changed something in the data and that caused our values to fluctuate by 30%. It is tiring to keep up with changes to the columns. If there was something that detected anomalies automatically..."
— A director in the information management space at a Fortune 500 company

The Data Quality Crisis

Data quality issues cascade through organizations, causing bad decisions and lost revenue. Manual monitoring is slow, expensive, and misses critical problems until it's too late.

  • $15M average annual cost of poor data quality
  • 27% of revenue lost to data quality issues
  • Manual monitoring misses 60% of critical issues

Anode's AI Solution

AI-powered anomaly detection that automatically monitors your data 24/7. Get instant alerts with clear explanations when something's wrong, before it impacts your business.

  • 99.5% accuracy with 2% false positives
  • Real-time monitoring with instant alerts
  • Explainable AI with clear reasoning

Industry-Leading Performance

See why data teams trust Anode for mission-critical data quality monitoring

99.5%
Issue Detection
Accuracy in identifying data quality issues
2%
False Positives
Industry-leading low false positive rate
80%
Time Saved
Reduction in manual data quality checks
75%
Cost Avoidance
Reduction in costs from bad data decisions

Why Data Teams Choose Anode

The only explainable AI platform for comprehensive data quality monitoring

Explainable AI Insights

Unlike black-box solutions, Anode tells you exactly why something is flagged as an anomaly. Get clear, natural language explanations for every alert, building trust and enabling quick action.

  • Natural language explanations
  • Confidence scoring for each alert
  • Visual highlighting of issues
  • Context-aware reasoning
Anode's explainable AI insights and factual anomaly detection

Comprehensive Issue Detection

Detects 6 classes of data quality issues: missing values, outliers, duplicates, format violations, semantic inconsistencies, and referential integrity problems. No critical issue goes unnoticed.

  • Missing value detection
  • Statistical outlier identification
  • Duplicate record finding
  • Format and schema validation
Overview of the different classes of data quality issues that Anode captures

Real-time Data Health Monitoring

Get instant visibility into your data health with Anode Scores (0-1) for every row. The AI engine continuously monitors your data streams and provides real-time alerts when quality degrades.

  • Real-time monitoring dashboard
  • Anode Score health metrics
  • Automated alert notifications
  • Historical trend analysis
Anode Data Health Dashboard showing data quality scores

Proven Business Impact

Quantifiable returns from intelligent data quality monitoring

$2.5M
Prevent Revenue Loss
Average annual revenue loss prevented from bad data decisions
80%
Reduce Manual Effort
Less time spent on manual data validation processes
90%
Faster Issue Resolution
Quicker identification and remediation of data problems
100%
Compliance Assurance
Continuous monitoring ensures regulatory compliance

Protecting Data Across Industries

From financial services to healthcare, Anode ensures data integrity where it matters most

Financial Services

Prevent costly regulatory violations and trading errors

Key Metrics:
Compliance rates Transaction accuracy Risk metrics Audit trails

Healthcare

Ensure patient safety with accurate medical data

Key Metrics:
Patient record integrity Clinical trial quality Medication accuracy Diagnostic reliability

Manufacturing

Optimize production with reliable operational data

Key Metrics:
Quality control Equipment performance Supply chain integrity Production efficiency

Retail

Enhance customer experience with accurate product data

Key Metrics:
Inventory accuracy Customer profiles Product catalogs Sales analytics

Flexible Deployment Options

Choose the deployment that fits your infrastructure and security needs

Most Popular

Snowflake Native App

Deploy directly in your Snowflake environment

  • Zero data movement
  • Native security integration
  • Automatic scaling
  • Built-in governance

Standalone Deployment

Flexible deployment for any infrastructure

  • Cloud or on-premises
  • Custom integrations
  • Flexible authentication
  • API-first architecture
Snowflake Partner
Available on Snowflake Marketplace

Enterprise-Ready Pricing

Flexible options for teams of all sizes

Most Popular

Enterprise

Custom
pricing

For organizations serious about data quality - Free 14-day trial available

  • Unlimited data volume processing
  • Advanced ML model customization
  • Custom anomaly detection rules
  • Snowflake Native App deployment
  • Priority support & SLA
  • Custom integrations
  • Dedicated success manager
  • Advanced security & compliance

See Anode in Action

Watch how Anode detects and explains data quality issues in real-time

Ready to Ensure Your Data Quality?

Data quality issues can have a significant impact on business operations. We understand these challenges and have developed Anode to help businesses overcome data quality hurdles effectively. Get Anode. Your AI and data management teams will love it.

No setup fees • 30-day free trial • Enterprise support included