Global Industrial Tech Leader Boosts Engineering Productivity by 30%

Challenges

• Gaps and inconsistencies in global supply chain data impacting SAP IBP forecast accuracy
• Fragmented engineering documents with inconsistent metadata causing reuse of outdated files
• Blind spots and broken job detection issues in dbt and Airflow pipelines slowing root cause analysis
• Noisy and non-standard sensor data streams complicating integration and analysis

Solution

• No-code onboarding and intuitive interface enabling faster adoption by business and engineering users
• Tableau dashboard monitoring with proactive alerts on extract job failures and delays
• AI-powered anomaly detection and pipeline observability integrated with dbt and Airflow
• Lineage-aware automation with enriched alerting for faster issue triage and resolution

Results

• 50% faster root cause analysis and resolution through enriched lineage insights
• 40%+ reduction in Tableau dashboard refresh failures with minutes-level detection time
• 25–30% productivity gains across engineering and data teams from automated quality checks