ultravioletrs · WashingtonKK · Aug 6, 2025 · Aug 6, 2025 · Aug 6, 2025 · Aug 6, 2025
diff --git a/docs/img/usecase/algo_received.png b/docs/img/usecase/algo_received.png
diff --git a/docs/img/usecase/complete_computation.png b/docs/img/usecase/complete_computation.png
diff --git a/docs/img/usecase/completed_computation.png b/docs/img/usecase/completed_computation.png
diff --git a/docs/img/usecase/computation_progress.png b/docs/img/usecase/computation_progress.png
diff --git a/docs/img/usecase/consumed_results.png b/docs/img/usecase/consumed_results.png
diff --git a/docs/img/usecase/create_cvm.png b/docs/img/usecase/create_cvm.png
diff --git a/docs/img/usecase/datasets.png b/docs/img/usecase/datasets.png
diff --git a/docs/img/usecase/datasets_upload.png b/docs/img/usecase/datasets_upload.png
diff --git a/docs/img/usecase/downloaded_results.png b/docs/img/usecase/downloaded_results.png
diff --git a/docs/img/usecase/member_roles.png b/docs/img/usecase/member_roles.png
diff --git a/docs/img/usecase/new_comp.png b/docs/img/usecase/new_comp.png
diff --git a/docs/img/usecase/run_computation.png b/docs/img/usecase/run_computation.png
diff --git a/docs/img/usecase/running_computation.png b/docs/img/usecase/running_computation.png
diff --git a/docs/img/usecase/upload_algo.png b/docs/img/usecase/upload_algo.png
diff --git a/docs/img/usecase/view_comp.png b/docs/img/usecase/view_comp.png
diff --git a/docs/use_case.md b/docs/use_case.md
@@ -0,0 +1,211 @@
+# Multiparty Computation for COVID-19 Training
+
+This document outlines a **real-world example** of using Prism to run a **secure multiparty computation (MPC)**.  
+In this scenario, multiple organizations contribute datasets to jointly run a **COVID-19 training algorithm** while keeping their data private.
+
+---
+
+## Overview
+
+In this example, we will:
+
+1. **Provision the Prism environment** — Set up the workspace, computation, billing, and roles.
+2. **Prepare and register assets** — Upload datasets and algorithms to Prism.
+3. **Create a CVM (Confidential Virtual Machine)** — Secure environment where computations are executed.
+4. **Run the computation** — Trigger the MPC process with all required inputs.
+5. **Consume the results** — Retrieve the computation output.
+
+---
+
+## 1. Provision the System on Prism
+
+Before running any computation:
+
+1. **Create a workspace** — A collaborative space for all computation participants.
+2. **Create a computation** — Defines the specific task to run (e.g., COVID-19 prediction).
+3. **Set up a billing account** — Required for usage tracking and payment.
+
+📖 **Reference:** See the [Getting Started guide](/docs/getting-started.md) for step-by-step instructions.
+
+Once provisioned:
+
+- All participating organizations **must** be registered on Prism.
+- The computation owner sends **workspace invitations** to all parties so they can upload their datasets or algorithms.
+
+---
+
+## 2. Creating & Provisioning the Computation
+
+1. **Create the computation**
+   - On the **Computations** page, click **New Computation**.
+   - Fill in the required fields in the modal form.
+
+   ![New Computation](img/usecase/new_comp.png)
+
+2. **Initial state of a new computation**
+   - No assets, asset providers, or result consumers are linked yet.
+   - These must be **manually added by the computation admin**.
+
+   ![View Computation](img/usecase/view_comp.png)
+
+---
+
+### Computation Roles
+
+Each computation has **default roles** (e.g., Admin, Asset Provider, Result Consumer).
+
+- Members must be **assigned to roles** before the computation can run.
+- Roles control **permissions** (who can upload datasets, run computations, view results, etc.).
+
+![Member Roles](img/usecase/member_roles.png)
+
+---
+
+### Preparing the Assets
+
+1. Prepare datasets following the guidelines in the  
+   [AI Docs for COVID-19 testing](https://github.com/ultravioletrs/ai/tree/main/covid19#testing-with-cocos).
+
+2. Upload each dataset to Prism:
+   - Include the **file checksum** for verification.
+   - Associate it with the computation.
+
+![COVID-19 Assets](img/usecase/datasets.png)
+
+---
+
+A **fully provisioned computation** looks like this:
+
+![Complete Computation](img/usecase/complete_computation.png)
+
+---
+
+### Public & Private Keys
+
+Before running the computation:
+
+1. Generate a **public/private key pair**.
+2. Upload the **public key** to Prism.
+3. Use the **private key** when uploading assets to the CVM.
+
+This ensures assets are **securely transmitted**.
+
+---
+
+## 3. Create a CVM
+
+**CVMs (Confidential Virtual Machines)** are secure execution environments where computations run.
+
+1. Navigate to the **CVMs** page.
+2. Click **New CVM** and fill in the required details.
+
+![Create CVM](img/usecase/create_cvm.png)
+
+📖 **Reference:** See the [CVM documentation](/docs/cvms.md) for detailed setup instructions.
+
+---
+
+## 4. Running the Computation
+
+Once the CVM is **created** and **online**:
+
+1. Go to the **Computations** page.
+2. Click **Run** on your computation.
+3. In the modal, select the CVM you just created.
+
+![Run Computation](img/usecase/run_computation.png)
+
+The computation will enter the **waiting** state until the algorithm and datasets are uploaded.
+
+![Running Computation](img/usecase/running_computation.png)
+
+---
+
+### Set CVM Agent URL
+
+Export the CVM’s gRPC endpoint so the CLI can communicate with it:
+
+```bash
+export AGENT_GRPC_URL=192.0.2.1:6110
+```
+
+---
+
+## 5. Uploading Assets
+
+Assets are uploaded using the [Cocos CLI](https://docs.cocos.ultraviolet.rs/cli).
+
+---
+
+### Upload the Algorithm
+
+If your algorithm is in **Python** and has dependencies:
+
+```bash
+export AGENT_GRPC_URL=192.0.2.1:6110
+./build/cocos-cli algo ../ai/covid19/train.py ./private.pem \
+  -a python \
+  -r ../ai/covid19/requirements.txt
+```
+
+Result:
+
+![Upload Algorithm](img/usecase/upload_algo.png)
+
+UI will update to show the transition from **Waiting for Algorithm** → **Waiting for Datasets**.
+
+![Algorithm Received](img/usecase/algo_received.png)
+
+---
+
+### Upload the Datasets
+
+Example: Uploading three COVID-19 datasets:
+
+```bash
+./build/cocos-cli data ../ai/covid19/datasets/h1.zip ./private.pem \
+&& ./build/cocos-cli data ../ai/covid19/datasets/h2.zip ./private.pem \
+&& ./build/cocos-cli data ../ai/covid19/datasets/h3.zip ./private.pem
+```
+
+Result:
+
+![Datasets Uploaded](img/usecase/datasets_upload.png)
+
+---
+
+## 6. Computation Execution
+
+Once all assets are uploaded:
+
+- Logs and events appear on the computation’s **UI page** in real-time.
+- Progress updates are sent as the computation runs.
+
+![Computation Progress](img/usecase/computation_progress.png)
+
+When finished:
+
+- A **Completed** event appears.
+- Results are ready for consumption.
+
+![Completed Computation](img/usecase/completed_computation.png)
+
+---
+
+## 7. Consuming the Results
+
+Once computation completes:
+
+- Authorized **Result Consumers** can obtain the results using the CLI.
+- Results can only be consumed once.
+
+```bash
+./build/cocos-cli result ./private.pem 
+```
+
+The response:
+![Computation results](img/usecase/downloaded_results.png)
+
+This also reflects on ui with an event to indicate the computation is complete:
+
+![Downloaded results](img/usecase/consumed_results.png)
diff --git a/sidebars.ts b/sidebars.ts
@@ -86,7 +86,8 @@ const sidebars: SidebarsConfig = {
                 'logs_api_docs'
             ]
         },
-        "billing"
+        "billing",
+        "use_case"
     ],
 };