AIPR

Automation, Integration, Process, Resource

Automation, integration, process, and resources are often undermanaged, and that costs oil and gas companies money.

The problem

The governance layer your operation is missing

Most operators call it a data problem. It is usually a discipline problem: systems that do not talk, processes nobody owns once the person who built them leaves, and accountability gaps that surface in AFE-to-actual variance three quarters later.

Total Stream brings all of your sources together in one place, and AIPR maps every system and agent action to a process with a responsible role and a human signature.

“This isn't a data problem. It's a discipline problem.”

From The AIPR Imperative, the first post in the AIPR series

What AIPR stands for

  1. Automation

    Scripted workflows and AI agents get the right information to the right person, without anyone having to remember to look.

  2. Integration

    Systems that talk to each other, so the meeting starts from one number instead of arguing about whose is right.

  3. Process

    Every process has a responsible role and a human signature, so it survives the next reorg or departure.

  4. Resource

    People, roles, and the org chart, mapped to the processes they own.

How AIPR is built

The four pillars sit on top. Under them, AI platforms and AI agents turn disciplined data into an advantage you can use. At the foundation are the Six C's of data discipline.

The first four C's are the inputs, and they produce the fifth, confidence. Culture is the ground under the whole thing.

  1. The four pillars

  2. The augmentation layer

    • AI platforms
    • AI agents
  3. The foundation: the Six C's of data discipline

    • Completeness
    • Continuity
    • Clarity
    • Collaboration
    • Confidence
    • Culture

AIPR runs on the TAM Integration Engine

Every AI agent, add-on, and third-party integration routes through the TAM Integration Engine. AIPR sits over every person and every AI agent acting on your operation: the processes, the roles, the org chart, the resources, and the sign-off.

TAM stays your system of record. AIPR is its own product line, not a TAM feature, and it governs the people and the AI that act on TAM.

A standalone product and a service

  • Standalone product

    AIPR, the product

    The product is the tool that manages processes, resources, and roles. It tracks training skills, training needs, compliance, and more. It also manages AI subscriptions and the performance of AI agents.

    AIPR is its own product line. It works alongside TAM through the Integration Engine.

    Talk to us about AIPR
  • Service

    AIPR engagements

    On the service side, we deliver AIPR as engagements.

    Talk to us about AIPR services

The AIPR series

Coming to Wisdom at the Wellhead

Twenty-one posts on AIPR are on the way to Wisdom at the Wellhead, Total Stream's podcast and blog. Titles appear here as each post goes live.

Visit Wisdom at the Wellhead (opens in a new tab)

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