Our AI-driven method of tackling data migration, metrics, and analytics display challenges is one-of-a-kind in the energy industry.Data layers separated from display layers to speed ETL and reportingDeep expertise on Energy industry best practicesAutomate generation of metrics and analytics … even automate external data processes!

What is a Data Lakehouse?

A Data Lakehouse is a unified, modern architecture that merges the structured power of a Data Warehouse with the unstructured flexibility of a Data Lake. The KR Data Lakehouse® delivers a “

September 2026 - Knowledge Relay Inc.

The Best AI Use Case in Project Controls Is the One That Changes a Decision Before It Becomes a Delay

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By: Steven Mauss, CEO of Knowledge Relay, Inc. The energy industry does not need more AI demonstrations. It needs fewer late surprises. Every Work Management and Project Controls leader knows the pattern. A schedule looks manageable until a near-critical activity...

DOE Order 413.3C Raises the Bar for Project Performance Data

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Why DOE organizations and contractors need more than monthly EVMS reporting, and how a connected project-controls data foundation can improve confidence, speed, and decision-making. By: Lee Gliddon, President and COO of Knowledge Relay, Inc. DOE Order 413.3C, issued...

The Project Controls Data Lakehouse Is Not the Goal. Better Decisions Are.

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By Lee S. Gliddon, President & COO, Knowledge Relay, Inc. Many energy organizations have already made the infrastructure investment. They have a cloud strategy. They have data tools. They may even have a data warehouse or Lakehouse and more dashboards than anyone...

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The Best AI Use Case in Project Controls Is the One That Changes a Decision Before It Becomes a Delay

DOE Order 413.3C Raises the Bar for Project Performance Data

The Project Controls Data Lakehouse Is Not the Goal. Better Decisions Are.

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