PIPI Data Broker

Data Insights

Review retrieved PI data for trends and anomalies

Paste historical data retrieved with PI Data Broker — a CSV or tab-separated export of timestamps, tags, values, units and status — and receive a structured review of trends, anomalies and data quality notes before you report or share the dataset.

Selected data

Provide the exported rows

The pasted rows are sent to the AI service only to produce this review. Do not paste data your organization does not permit to leave its environment.

What you receive

  • Summary — a short factual description of what the dataset shows.
  • Trends — direction, rate and stability per tag over the selected period.
  • Anomalies — spikes, dropouts, flatlining and bad or questionable status values.
  • Observations — concise engineering notes to support reporting.
  • Data quality notes — gaps, sampling issues and limits of the sample.

The review is an analysis aid. Verify findings against the source PI data before acting on them.