NatLabRockies · micahpw · Aug 4, 2026 · Aug 4, 2026 · Aug 4, 2026
diff --git a/AGENTS.md b/AGENTS.md
@@ -7,7 +7,7 @@ If you're looking for how to *use* GAT as a library, see the
 ## What this is
 
 GAT (`nlr-gat` on PyPI) is a format-agnostic API over grid-model
-simulation outputs (Sienna, PLEXOS, ReEDS), with a thin core and
+simulation outputs (Sienna, PLEXOS, ReEDS™), with a thin core and
 per-format extras so consumers only install the native-code dependencies
 (h5py, duckdb, geopandas, polars, matplotlib) their format actually needs.
 

diff --git a/docs/source/CHANGELOG.md b/docs/source/CHANGELOG.md
@@ -121,7 +121,7 @@ See [v1 migration pattern](architecture/v1_migration_pattern.md).
 - `gat project scenario list` lists all scenarios across all projects or
   filters by a specific project ID
 - User metadata system for lightweight project references
-- Support for Sienna, ReEDS, and Plexos scenarios
+- Support for Sienna, ReEDS™, and Plexos scenarios
 
 #### Simulation and system abstraction
 

diff --git a/docs/source/_llms_root/llms.txt b/docs/source/_llms_root/llms.txt
@@ -2,7 +2,7 @@
 
 > A format-agnostic Python API for reading Production Cost Model (PCM)
 > and Capacity Expansion Model (CEM) simulation outputs — Sienna
-> (PowerSimulations.jl), PLEXOS, and ReEDS today — into pandas
+> (PowerSimulations.jl), PLEXOS, and ReEDS™ today — into pandas
 > DataFrames, without needing to know each format's native file layout.
 > Distributed on PyPI as `nlr-gat` (import as `gat`); source at
 > https://github.com/NatLabRockies/GridAnalysisToolkit.

diff --git a/docs/source/api/ScenarioObjects/ReEDS.md b/docs/source/api/ScenarioObjects/ReEDS.md
@@ -1,5 +1,5 @@
 
-## ReEDS
+## ReEDS™
 ```{eval-rst}
 .. automodule:: gat.scenariohandlers.reeds
     :members:

diff --git a/docs/source/architecture/base_system.md b/docs/source/architecture/base_system.md
@@ -2,7 +2,7 @@
 
 ## Overview
 
-The `BaseSystem` abstraction provides a unified interface for reading system files from different simulation platforms (Sienna, ReEDS, Plexos, etc.). This abstraction enables:
+The `BaseSystem` abstraction provides a unified interface for reading system files from different simulation platforms (Sienna, ReEDS™, Plexos, etc.). This abstraction enables:
 
 - **Palette auto-generation**: Automatically create palette configurations from system metadata
 - **Platform independence**: Write code that works across different simulation platforms

diff --git a/docs/source/cli_commands.md b/docs/source/cli_commands.md
@@ -236,7 +236,7 @@ gat project scenario add TYPE SCENARIO_ID [OPTIONS]
 - `--simulation TEXT` - Path to simulation HDF5 (required, repeatable)
 - `--metadata TEXT` - Path to GAT metadata JSON
 
-**ReEDS Options:**
+**ReEDS™ Options:**
 - `--path TEXT` - Path to ReEDS output directory (required)
 - `--solve-year INTEGER` - Solve year to analyze
 

diff --git a/docs/source/cli_project_management.md b/docs/source/cli_project_management.md
@@ -197,7 +197,7 @@ Adds a scenario configuration to a project.
 - `--simulation TEXT` - Path to simulation HDF5 file (required, can specify multiple)
 - `--metadata TEXT` - Path to GAT metadata JSON file
 
-**ReEDS Options:**
+**ReEDS™ Options:**
 - `--path TEXT` - Path to ReEDS output directory (required)
 - `--solve-year INTEGER` - Solve year to analyze
 

diff --git a/docs/source/cli_quick_reference.md b/docs/source/cli_quick_reference.md
@@ -84,7 +84,7 @@ gat project add-scenario sienna multi_week \
     --simulation ../data/week3.h5
 ```
 
-### Add ReEDS Scenario
+### Add ReEDS™ Scenario
 
 ```bash
 gat project add-scenario reeds SCENARIO_ID \

diff --git a/docs/source/index.md b/docs/source/index.md
@@ -231,7 +231,7 @@ GAT v1.0 introduces a comprehensive project management system for organizing you
 
 **Key Features:**
 - Initialize projects with standard directory structure
-- Add scenarios (Sienna, ReEDS, Plexos) via CLI
+- Add scenarios (Sienna, ReEDS™, Plexos) via CLI
 - Share projects via git repositories
 - User-level project references for easy access
 - Support for palettes, pipelines, and notebooks

diff --git a/docs/source/migration_v1.md b/docs/source/migration_v1.md
@@ -44,7 +44,7 @@ First, see what data sources you have configured:
 gat sources list
 ```
 
-This shows your existing Sienna, ReEDS, or Plexos data sources.
+This shows your existing Sienna, ReEDS™, or Plexos data sources.
 
 ### Step 2: Create Projects from Data Sources
 

diff --git a/docs/source/palette_generation.md b/docs/source/palette_generation.md
@@ -119,7 +119,7 @@ Extracts information from Sienna JSON system files:
 gat project add-palette my_palette sienna_scenario
 ```
 
-### ReEDS (Future)
+### ReEDS™ (Future)
 
 Support for ReEDS system files is planned for a future release.
 

diff --git a/docs/source/plugin_development_guide.md b/docs/source/plugin_development_guide.md
@@ -18,7 +18,7 @@ This guide explains how to extend GAT to support new simulation tools and system
 GAT uses a plugin architecture that allows developers to add support for new simulation tools and system formats without modifying the core codebase. The architecture consists of:
 
 1. **Base Interfaces**: Abstract classes that define the required API
-2. **Concrete Implementations**: Plugin implementations for specific tools (Sienna, ReEDS, PLEXOS, etc.)
+2. **Concrete Implementations**: Plugin implementations for specific tools (Sienna, ReEDS™, PLEXOS, etc.)
 3. **Automatic Aggregation**: GAT handles combining multiple files transparently
 
 ### Key Design Principles

diff --git a/docs/source/python_api_load.md b/docs/source/python_api_load.md
@@ -158,7 +158,7 @@ The `load()` function returns a tuple of three objects:
 ### 1. Scenario Object
 A scenario handler instance for interacting with simulation data:
 - `SiennaScenario` for Sienna simulations
-- `ReEDsScenario` for ReEDS simulations
+- `ReEDsScenario` for ReEDS™ simulations
 - `PlexosScenario` for Plexos simulations
 
 **Usage:**

diff --git a/pyproject.toml b/pyproject.toml
@@ -39,7 +39,7 @@ keywords = [
    "PLEXOS",
    "Sienna",
    "PowerSimulations.jl",
-   "ReEDS",
+   "ReEDS™",
    "energy modeling",
 ]
 classifiers = [