LegacyGrid AI — Campus and Community Infrastructure Intelligence

From Grid Connection to Campus Resilience.

LegacyGrid AI turns proposed data-center demand into a campus-and-community infrastructure plan people can understand, test, and refine before detailed engineering. We visualize relationships among utility capacity, buffered power, air-cooled infrastructure, thermal recovery, water resilience, priority loads, and community priorities—then identify what must be validated.

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Current LGAI Planning Reference — Conceptual, Not Final Design

60 MW

IT Load

~72 MW

Gross Facility Peak

100 MW

BESS Power

500 MWh

BESS Energy

20 MW

Community Reserve

4 Hours

Community Duration

Illustrative planning reference for a 60 MW IT campus; it is not a system offer, final design, or operating commitment. Final sizing must be recalculated from project load, SOC policy, degradation, efficiency, utility topology, market commitments, community-load evidence, and site-specific validation. Interconnection and campus-distribution voltages shown are conceptual only.

System Architecture

Integrated Energy & Infrastructure Architecture

Layer 1

Utility / ERCOT Grid

POI / Interconnection

Project-funded upgrades

Grid import / approved export

ERCOT / QSE dispatch interface

Layer 2 — LGAI Reference Case

Data Center Energy Platform

60 MW IT / ~72 MW facility peak

BESS: 100 MW / 500 MWh (recommended)

Emergency critical campus load: 60 MW

Community reserve: 20 MW / 80 MWh

EMS / PMS / telemetry / protection

Layer 3 — Community Reserve

Community Grid Capacity

Water / wastewater

Medical / shelters

Public safety / telecom

Direct service via utility-approved electrical path

Operating Distinction

Grid support: reduce site withdrawal or export where authorized. Market participation: qualified load/BESS follows ERCOT/QSE dispatch. Resilience: requires utility-approved feeder/microgrid path.

LGAI Community Grid Asset · Reference Architecture

60 MW Campus Planning Reference

Conceptual system relationship. Any direct community-service pathway requires utility approval, protection design, metering, switching authority, and an operating agreement.

Layer 01

Utility / ERCOT Grid

POI / interconnection

Project-funded upgrades

Grid import / approved export

ERCOT / QSE dispatch interface

Grid capacity and operating rules are determined through the applicable utility, ERCOT, and project-review process.

Layer 02 · LGAI planning reference

Data Center Energy Platform

60 MW IT / ~72 MW facility peak

100 MW / 500 MWh BESS reference

60 MW emergency critical campus load

20 MW / 80 MWh community reserve

EMS / PMS / telemetry / protection

Illustrative planning values only; final sizing requires engineering and site-specific validation.

Layer 03 · Community reserve

Community Grid Capacity

Water / wastewater

Medical / shelters

Public safety / telecom

Utility-approved service path

Community support is a planning objective—not a direct-service claim—until the electrical and operating pathway is approved.

Operating distinction

Grid support

Reduce site withdrawal or export only where authorized.

Market participation

Qualified load and storage follow applicable ERCOT / QSE dispatch rules.

Resilience

Requires a utility-approved feeder or microgrid path, protection, metering, and authority.

Conceptual pre-design diagram for planning discussion only — not for construction. LegacyGrid AI | LGAI-CGA-ARCH-001 | Revision A

Reference Models

Campus Energy and Intelligence Precedents

These public reference studies inform LGAI's planning approach. They are not LGAI projects, partner announcements, equipment endorsements, or transferable designs.

Scenario Explorer

Compare Named Planning Scenarios

Each scenario represents a different scale, community relationship, and infrastructure configuration. Select one to see its planning parameters. All values are illustrative — final sizing requires site-specific engineering.

Campus Microgrid

A single-campus deployment where BESS, solar, and utility feeds form a coordinated microgrid serving the institution and selected adjacent loads.

IT Load Range

20–60 MW

BESS Range

40–100 MW / 160–500 MWh

Community Reserve

5–20 MW reserve for campus-adjacent critical services

Solar Potential

5–15 MW on-site PV where land and interconnection allow

Key Planning Question

Does the campus have a single POI and enough contiguous land for co-located storage and PV?

All scenarios are vendor-neutral planning concepts. They do not represent system offers, equipment endorsements, or delivery commitments. Final parameters depend on site, utility, regulatory, and engineering validation.

BESS Sizing Framework

Four Commitment Tiers

These tiers are illustrative planning scenarios, not a system offer or delivery commitment. They help stakeholders compare potential relationships among facility load, duration, storage, selected priority loads, and utility constraints before an engineering team validates the configuration.

Baseline Grid Management

80 MW

320 MWh

Covers 60 MW critical facility load for ~4 hours. No community reserve. Grid-management only.

Minimum Meaningful

80 MW

450 MWh

Extends duration to ~5.6 hours at 60 MW. Limited community reserve possible with utility coordination.

LGAI Reference Case

Recommended Reference Case

100 MW

500 MWh

60 MW critical facility load + 20 MW / 80 MWh community reserve for 4 hours. LGAI planning reference.

Enhanced Resilience

120 MW

800 MWh

Extended duration and expanded community reserve. For sites with critical community infrastructure adjacent.

System Behavior

Four Operating Modes

MODE 01

Normal

Indicative utility-plus-storage optimization scenario. The project team defines whether peak shaving or demand management is feasible after site-specific load, tariff, control, and interconnection review.

MODE 02

Peak Shave

A potential operating scenario in which storage supports selected loads during defined demand periods. Actual dispatch, rate effects, and grid impact require utility, tariff, and engineering validation.

MODE 03

Ride-Through

A potential continuity scenario for specifically selected loads during a grid disturbance. Final behavior depends on protection, switching, state of charge, controls, utility rules, and approved operating authority.

MODE 04

Resilience Event

A conceptual staged-load and recovery scenario. Any campus or community support pathway requires a utility-approved electrical path, safety approach, metering, authority, and operating agreement.

Qualified Delivery Pathways

Vendor-Neutral Qualification Framework

LGAI is vendor-neutral in planning, rigorous in qualification, and partner-ready in delivery. Equipment pathways may include qualified global battery OEMs, electrical integration partners, utilities, engineers, and site-specific control systems.

Battery System Pathway

Qualified Battery OEM and Enclosure Scope

A project team must identify the exact battery architecture, capacity, duration, enclosure approach, thermal-management design, battery-management system, safety documentation, warranty, commissioning responsibility, and long-term service pathway for the specific site.

Power and energy

Site-specific MW / MWh

Battery architecture

OEM qualification required

Thermal management

System-specific validation

Safety approach

Site and AHJ review

Warranty

Commercial scope required

Service

Long-term responsibility required

Electrical and Control Integration Pathway

PCS, Protection, MV, EMS, and Operating Interfaces

Final delivery requires a clear electrical and operating interface among the utility, substation, power-conversion system, protection scheme, energy-management system, selected campus/data-center loads, and any approved resilience or market operating rules.

PCS

Power-flow requirement

Protection

Site-specific coordination

MV equipment

Utility and engineer review

EMS / controls

Data and authority definition

Telemetry

Named data-interface plan

Commissioning

Acceptance scope required

Each project moves from indicative concept to source-backed planning, then to engineering validation. LGAI does not publicly identify equipment suppliers, product claims, performance percentages, safety certifications, or delivery timelines unless the exact system and evidence have been qualified for that project.

Texas Regulatory Alignment

Governor Abbott's Audit Directive Maps to LGAI Layers

On August 3, 2026, Governor Abbott directed PUCT and ERCOT to audit all data centers on five specific criteria. Every single criterion maps directly to an LGAI framework layer.

Abbott Requires

Financial Self-Sufficiency

LGAI Layer

Layer 1 — AI Readiness Assessment

How LGAI Addresses It

LGAI evaluates the full financial structure of any proposed partnership — subsidies, tax abatements, and what the community actually receives.

Abbott Requires

Power Self-Sufficiency

LGAI Layer

Layer 2 — Infrastructure Feasibility

How LGAI Addresses It

LGAI evaluates indicative BESS and clean-energy pathways alongside utility capacity, load, controls, and site conditions; each path remains subject to source-backed planning and engineering validation.

Abbott Requires

Water Sourcing

LGAI Layer

Layer 2 — Infrastructure Feasibility

How LGAI Addresses It

LGAI's water strategy domain evaluates WUE, source water, reclaimed water, drought operation, and closed-loop cooling.

Abbott Requires

Community Protection

LGAI Layer

Layer 3 — Deal Structure & Guardrails

How LGAI Addresses It

LGAI helps stakeholders assess whether a proposed community-benefit and priority-load structure has a defined electrical path, operating authority, measurement method, and responsible parties.

Abbott Requires

Ownership Transparency

LGAI Layer

Layer 3 — Deal Structure & Guardrails

How LGAI Addresses It

LGAI's deal structure framework requires full ownership disclosure, beneficial ownership, and governance transparency before any partnership advances.

Ready to Evaluate Your Corridor?

Request a Community Grid Asset Assessment

LegacyGrid AI evaluates whether your site, corridor, or campus can support the Community Grid Asset model — and what it would take to structure a partnership that benefits the surrounding community, not just the data center operator.

Important Boundary

The Community Grid Asset model is a planning framework, not a guaranteed outcome. BESS cannot be claimed to directly power community meters until a utility-approved electrical path, protection/islanding scheme, metering, switching authority, and operating agreement exist. LegacyGrid AI helps evaluate and structure the path to that outcome — it does not guarantee it.