Data Engineering & Systems Integration
One unified data layer connecting SCADA, ERP, CRM, and IoT. Validation happens in real time, not after the fact.
"Your data lives in six systems and none of them agree."
When your SCADA data contradicts your ERP inventory count, no one trusts the numbers. You spend cycles reconciling, auditing, and arguing. We build the unified data backbone that makes your data reliable, not just connected — validation happens in real time, not in Excel after the fact. That means faster audits and more confident decisions.
What this looks like:
- Connectors for the systems you already use (Salesforce, SAP, Deltek, NetSuite)
- SCADA and IoT data ingestion with edge processing
- Real-time streaming so changes propagate in seconds, not overnight
- Factory MES and production monitoring integration
- AI-powered data quality monitoring — catch bad data before it propagates
- Legacy system modernization and data migration
- Data warehousing and analytics infrastructure
Why This Matters
Clean energy operations run on data from dozens of systems — SCADA platforms, ERP software, CRM tools, IoT sensors, manufacturer portals, compliance databases. The problem isn’t that you don’t have data. It’s that your data lives in silos, and when two systems disagree, no one knows which number to trust.
That disagreement cascades. Procurement decisions get delayed. Compliance audits take longer than they should. Operations teams waste hours reconciling spreadsheets instead of managing projects.
What We Build
We design data infrastructure that makes your systems talk to each other reliably:
- System connectors that pull data from the tools you already use — Salesforce, SAP, Deltek, NetSuite, manufacturer APIs — into a unified layer where every team sees the same numbers.
- Real-time streaming pipelines that propagate changes in seconds instead of relying on overnight batch jobs. When an inspector submits an audit finding, the dashboard updates immediately.
- Data quality monitoring that catches bad data at the source — before it propagates downstream and corrupts your reports, dashboards, and compliance calculations.
- Legacy system integration that connects modern applications to the 15-year-old ERPs and databases that your organization can’t replace yet.
How We’ve Done It
Our inverter data pipeline unified four separate manufacturer portals into one real-time monitoring system. Anomaly detection dropped from days to under 5 minutes, catching three degrading inverters weeks before failure and saving approximately 45 MWh in avoided generation loss.