h SWAPP | AI-First Industrial Data Workbench
2026 AI-First Transformation

The Future of Industrial Data Analytics

SWAPP transforms how you interact with industrial data. From governed APIs to intelligent workbench, from sensors to AI-powered agents.

4 Core Modules
AI Powered Insights
24/7 Real-time Analytics
Process Efficiency +12.4%
Anomalies Detected 23
Why SWAPP

Transforming Industrial Data Management

Move from licensed tools to governed APIs, from manual analysis to AI-powered insights

Governed APIs

PI as a secure source behind governed APIs. Most work avoids PI UI while maintaining full data integrity.

Real-time Analytics

Embedded AI delivers NL-to-query capabilities, auto-insights, reports, and intelligent runbooks.

Scadanerve Pilot

Sensors-to-agents architecture providing an alternative path for edge ingestion and open historian integration.

Extension-First UI

Shared navigation, authentication, and data layer with AI recommendations that are gated and auditable.

Portfolio

Complete Industrial Analytics Suite

Four powerful modules designed to work seamlessly together

Navigation

Explorer

Navigate your asset framework with an intuitive tree view. Search, favorite, and create deep links to any data point.

  • AF Tree Navigation
  • Smart Search
  • Favorites & Deep Links
Visualization

Trend

Multi-tag charting with overlays, annotations, and shared views. AI-powered "what changed?" analysis with evidence.

  • Multi-tag Charts
  • AI Hypotheses
  • Context Layers
Analysis

Stats

Guided statistical flows for correlation, regression, outlier detection, and distributions with reusable recipes.

  • Correlation Analysis
  • Outlier Detection
  • Analysis Recipes
Performance

PPM

KPI dashboards with loss accounting. Weekly and monthly AI reports with chart-backed references.

  • KPI Dashboards
  • Loss Accounting
  • AI Reports

Adoption

WAU/MAU; saved views; shared analyses; meeting usage

Replacement

% sessions moved from licensed tools to SWAPP

Reliability

Uptime; p95 latency; freshness; failure rate

Business Impact

Hours saved; faster RCA; fewer repeat incidents