---
title: "AI Dev Inside the IT/OT Boundary | Encephalon"
description: "AI velocity on corporate IT and business systems, with the operational technology boundary respected by design rather than tested by accident."
source: "/use-cases/energy-utilities-it-ot-boundary/"
---

[Energy & Utilities](https://encephalon.net/use-cases/#energy-utilities)

# Keep AI-assisted development on the IT side of the IT/OT boundary

## The problem

Developers work with AI across corporate IT and business systems that sit adjacent to operational technology. An ungoverned assistant does not understand that the IT-versus-OT boundary is sacred ground at a utility, and a single suggestion that reaches toward the operational side is a serious incident, not a code review comment.

## How Encephalon addresses it

[Enterprise Intelligence](https://encephalon.net/enterprise-intelligence/) runs on the IT and business-system development side and keeps AI-assisted work there by design. Production and sensitive operations require human authorization, and your boundary rules are encoded into every AI session rather than left to each developer’s judgment. The scope limits matter as much as the capabilities: it does not run in air-gapped OT networks, and it does not govern OT or industrial control systems. That is exactly where a development governance layer should stay out.

## The outcome

AI velocity on the corporate IT, SAP, and ServiceNow layers where assistants are already arriving, with the operational boundary respected rather than tested. Engineers get the speed without your architecture team having to guard the boundary by hand.

[Book a 30-minute discovery call](https://encephalon.net/book/) to walk through the boundary model.

Keep exploring

## More Energy & Utilities use cases

[### Make AI-assisted development defensible in a NERC CIP audit

Development work that touches CIP-scoped systems produces its own audit evidence as it happens, instead of being reconstructed before the audit.](https://encephalon.net/use-cases/energy-utilities-nerc-cip-evidence/)

[### Preserve institutional knowledge through separation and workforce change

Conventions and design rationale get encoded once and carried forward, so retirements and system separations stop taking knowledge with them.](https://encephalon.net/use-cases/energy-utilities-institutional-knowledge/)

[View all use cases](https://encephalon.net/use-cases/)

## See Encephalon's Governance Practice
in Action

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