Context

In‑line inspection (ILI) provides critical insight into pipeline condition, identifying cracks, metal loss, dents, and other internal threats. However, to make effective integrity decisions, inspection results must be understood alongside operational behavior, seasonal effects, and regional conditions. An integrated dashboard approach helps convert ILI data into practical, decision‑ready intelligence.

Challenges

Integrity and operations teams face several challenges when working with ILI data

• ILI results provide detailed detection but limited context on external and operational drivers

• Inspection data, CP readings, operational logs, and environmental data exist in silos

• Identifying systemic patterns across multiple pipelines requires manual comparison

• Understanding seasonal, regional, or load‑driven anomaly behavior is time‑consuming

• Leadership needs clear prioritization and explanations, not raw inspection outputs

• Investigations are repetitive, relying heavily on manual analysis and report navigation

These limitations slow down decision‑making and increase the risk of reactive rather than proactive integrity management.

Solution

This solution delivers a unified ILI Intelligence Dashboard that connects inspection results with fleet‑level comparisons and operational context. Through a small set of focused dashboards and an optional natural‑language integrity agent, teams can quickly understand what the tool detected, where risk is concentrated, and why anomalies are emerging,enabling faster prioritization, clearer planning, and more proactive integrity management.

A structured dashboard framework provides:

• ILI Detection & Validation to establish accurate inspection baselines

• Fleet‑Level Anomaly Intelligence to identify where risk is concentrated across assets

• Seasonal, Regional & Operational Context Intelligence to explain why anomalies are emerging