Platform

From raw data to
actionable insight

FactoryLens connects to your existing or our recommended new measurement infrastructure, automatically detects deviations, and delivers explainable, traceable recommendations — no black boxes.

01

Data Ingestion & Connection

Connect your measurement sources. FactoryLens ingests machine-level energy and state data through a versioned HTTP API or direct file uploads.

  • HTTP API with schema-driven validation
  • CSV and JSON upload for historical data
  • UTC normalization with raw value preservation
  • Field-level error reporting and deduplication
02

Expected vs. Actual Comparison

See forecast and actual energy consumption side by side on a shared time axis. Visual deviation highlights make it immediately clear where consumption diverges from expectations.

  • Forecast and actual on a shared time axis
  • Visual deviation highlights
  • Fallback to baseline model with clear labeling
  • Data gaps displayed explicitly — never silently filled
03

Anomaly Detection

Algorithmic detection identifies deviations from forecasts and idle waste patterns. Every anomaly is linked to a specific machine, time window, type, and magnitude.

  • Algorithmic detection of deviations and idle waste
  • Linked to machines, time windows, and magnitudes
  • Status tracking: new, acknowledged, resolved
  • Full audit log for all status changes
04

Explainable Recommendations

Every recommendation includes a complete evidence chain back to the source measurement. Savings estimates in kWh and € come with confidence levels, so you know exactly how reliable each suggestion is.

  • Full evidence chain back to measurements
  • Savings estimates in kWh and €
  • Confidence level per recommendation
  • Dismissal with reason logged for audit
05

Export & Review

Export all data as CSV or JSON with unit and quality tags per row. Built for pilot validation, management reporting, and external review.

  • CSV and JSON export with quality metadata
  • Date-range and machine filters
  • Built for pilot validation and external review
  • Full data portability — no lock-in

Integration

Works with what you already have

FactoryLens is designed for realistic OT/IT environments. Connect via a versioned, schema-driven HTTP API — or start by uploading historical data. No system replacements, no vendor lock-in.

Discuss your setup
EMS
SCADA
MES
Historian
Measurement Gateways
Vendor Clouds

Security

Security and compliance by default

Multi-tenant isolation

Customer data is fully separated at every layer.

Encryption in transit

All data transfers are encrypted end to end.

EU hosting

Hosted in Frankfurt with zero data retention for all AI analyses.

GDPR-aware by default

Personal data minimized. DPA available on request.

See the platform in action

Reach out to learn how FactoryLens connects to your existing systems and what insights it can surface from your data.

Get in touch