diff --git a/.github/workflows/collect-test-data.yml b/.github/workflows/collect-test-data.yml
new file mode 100644
index 00000000..5d690b21
--- /dev/null
+++ b/.github/workflows/collect-test-data.yml
@@ -0,0 +1,50 @@
+name: Collect Test Data
+
+on:
+  push:
+    branches: [ '*' ]
+  pull_request:
+    branches: [ '*' ]
+  workflow_dispatch:  # Allow manual triggering
+
+jobs:
+  collect-data:
+    runs-on: ubuntu-latest
+    outputs:
+      cache-hit: ${{ steps.test-data-cache.outputs.cache-hit }}
+
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          submodules: true  # Ensure we get the submodule info
+
+      - name: Cache test data
+        uses: actions/cache@v4
+        id: test-data-cache
+        with:
+          path: test/test_data
+          key: test-data-${{ hashFiles('.gitmodules') }}
+          restore-keys: |
+            test-data-
+
+      - name: Get test data if not cached
+        if: steps.test-data-cache.outputs.cache-hit != 'true'
+        run: |
+          make get-test-data
+
+      - name: Verify test data
+        run: |
+          if [ ! -d "test/test_data" ]; then
+            echo "Test data directory not found"
+            exit 1
+          fi
+          if [ ! -d "test/test_data/mixed_dicoms" ]; then
+            echo "Mixed DICOM directory not found"
+            exit 1
+          fi
+
+      - name: Upload test data
+        uses: actions/upload-artifact@v4
+        with:
+          name: test-data
+          path: test/test_data 
\ No newline at end of file
diff --git a/.github/workflows/test-upload-local.yml b/.github/workflows/test-upload-local.yml
new file mode 100644
index 00000000..dd9b72ed
--- /dev/null
+++ b/.github/workflows/test-upload-local.yml
@@ -0,0 +1,97 @@
+name: Test Local Upload
+
+on:
+  workflow_run:
+    workflows: ["Docker Build (Local)"]
+    types:
+      - completed
+
+jobs:
+  test:
+    runs-on: ubuntu-latest
+    if: ${{ github.event.workflow_run.conclusion == 'success' }}
+    
+    env:
+      COMPOSE_FILE: ./docker-compose.yml
+      REGISTRY_PREFIX: docker.io/library
+
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          submodules: true  # Ensure we get the submodule info
+
+      - name: Set repository name
+        run: echo "REPO_NAME=$(basename $GITHUB_WORKSPACE)" >> $GITHUB_ENV
+
+      - name: Cache test data
+        uses: actions/cache@v4
+        id: test-data-cache
+        with:
+          path: test/test_data
+          key: test-data-${{ hashFiles('.gitmodules') }}
+          restore-keys: |
+            test-data-
+
+      - name: Get test data if not cached
+        if: steps.test-data-cache.outputs.cache-hit != 'true'
+        run: |
+          cd test
+          make gettestdata
+
+      - name: Download images
+        uses: actions/download-artifact@v4
+        with:
+          name: docker-images-local
+          path: .
+
+      - name: Load images
+        run: |
+          docker load < mongo.tar
+          docker load < api.tar
+          docker load < handler.tar
+          docker load < ui.tar
+
+      - name: Tag images
+        run: |
+          docker tag mongo:latest mongo:test
+          docker tag ${REGISTRY_PREFIX}/${REPO_NAME}-api:latest ${REPO_NAME}-api:test
+          docker tag ${REGISTRY_PREFIX}/${REPO_NAME}-handler:latest ${REPO_NAME}-handler:test
+          docker tag ${REGISTRY_PREFIX}/${REPO_NAME}-ui:latest ${REPO_NAME}-ui:test
+
+      - name: Start services
+        run: docker compose -f ${{ env.COMPOSE_FILE }} up -d
+
+      - name: Wait for services to be ready
+        run: |
+          # Wait for MongoDB
+          timeout 60 bash -c 'until docker compose -f ${{ env.COMPOSE_FILE }} exec -T mongo mongosh --eval "db.adminCommand(\"ping\")" > /dev/null 2>&1; do sleep 2; done'
+          
+          # Wait for API
+          timeout 60 bash -c 'until curl -s http://localhost:8082/health > /dev/null; do sleep 2; done'
+          
+          # Wait for UI
+          timeout 60 bash -c 'until curl -s http://localhost:3000 > /dev/null; do sleep 2; done'
+
+      - name: Install uv
+        run: |
+          curl -LsSf https://astral.sh/uv/install.sh | sh
+          echo "$HOME/.cargo/bin" >> $GITHUB_PATH
+
+      - name: Verify uv installation
+        run: uv --version
+
+      - name: Setup test environment
+        run: |
+          cd test
+          make setup-test
+
+      - name: Run upload test
+        run: |
+          cd test
+          make test-upload
+
+      - name: Cleanup
+        if: always()
+        run: |
+          docker compose -f ${{ env.COMPOSE_FILE }} down
+          docker system prune -f 
\ No newline at end of file
diff --git a/.gitignore b/.gitignore
index 2f9dd3f3..cb0405f4 100644
--- a/.gitignore
+++ b/.gitignore
@@ -42,5 +42,5 @@ nginx/ssl/*
 *__pycache__*
 
 # Ignore test data submodules contents but not the submodule tracking
-# test/test_data/*/
-# !test/test_data/.gitkeep
+test/test_data/*/
+!test/test_data/.gitkeep
diff --git a/Makefile b/Makefile
index a32715c3..36e0f57e 100644
--- a/Makefile
+++ b/Makefile
@@ -1,13 +1,29 @@
-.PHONY: gettestdata clean-testdata
+.PHONY: gettestdata clean-testdata setup-test test-upload clean-test
 
 # Create test_data directory if it doesn't exist
 test/test_data:
 	mkdir -p test/test_data
 
 # Initialize and update submodules for test data
-gettestdata: test/test_data
+get-test-data: test/test_data
 	test/gettestdata
+	test/createmixedfolder
 
 # Clean test data (remove submodules and their directories)
 clean-testdata:
-	test/cleantestdata
\ No newline at end of file
+	test/cleantestdata
+
+# Test environment setup
+setup-test:
+	cd test && uv venv .venv
+	cd test && uv pip install -e .
+
+# Run upload test
+test-upload: setup-test
+	cd test && uv run pytest upload_flat_folder_of_dicoms.py -v -s
+
+# Clean test environment
+clean-test:
+	rm -rf test/.venv
+	rm -rf test/__pycache__
+	rm -rf test/.pytest_cache
\ No newline at end of file
diff --git a/test/__init__.py b/test/__init__.py
new file mode 100644
index 00000000..e69de29b
diff --git a/test/browser.py b/test/browser.py
new file mode 100644
index 00000000..b2a92717
--- /dev/null
+++ b/test/browser.py
@@ -0,0 +1,255 @@
+import os
+import pathlib
+import sys
+import time
+from socket import gethostname
+
+import requests
+from selenium import webdriver
+from selenium.webdriver.common.action_chains import ActionChains
+from selenium.webdriver.common.by import By
+from selenium.webdriver.support import expected_conditions as EC
+from selenium.webdriver.support.ui import WebDriverWait
+from urllib3.exceptions import InsecureRequestWarning
+
+# Disable SSL verification for self-signed certificates
+requests.packages.urllib3.disable_warnings(InsecureRequestWarning)
+
+
+def check_text_on_page(driver, target_text, timeout=40, check_interval=2):
+    """
+    Check if a specific text appears on the webpage.
+
+    Args:
+        driver: Selenium WebDriver instance
+        target_text: Text to search for on the page
+        timeout: Maximum time to wait for the text (in seconds)
+        check_interval: Time between checks (in seconds)
+
+    Returns:
+        dict: Dictionary with element details if found, empty dictionary otherwise
+            - found: Boolean indicating if the text was found
+            - tag: Element tag name (if found)
+            - text: Full text content of the element (if found)
+            - html: HTML of the element (if found)
+            - css_selector: CSS selector for the element (if found)
+            - location: Dictionary with x, y coordinates of the element (if found)
+            - size: Dictionary with width, height of the element (if found)
+    """
+    print(f"\n=== Checking for '{target_text}' text on webpage ===\n")
+    sys.stdout.flush()
+
+    # Initialize result dictionary
+    result = {"found": False}
+
+    # Wait for the page to load and refresh it
+    time.sleep(5)  # Initial wait for page load
+    driver.refresh()
+    time.sleep(5)  # Wait after refresh
+
+    # Set a timeout for checking the text
+    end_time = time.time() + timeout
+
+    while time.time() < end_time and not result["found"]:
+        # Get all elements on the page
+        elements = driver.find_elements(By.XPATH, "//*")
+
+        # Check each element for text content
+        for element in elements:
+            try:
+                text = element.text.strip()
+                if text and target_text in text:
+                    result["found"] = True
+
+                    # Get element location and size
+                    location = element.location
+                    size = element.size
+
+                    # Generate CSS selector for the element
+                    css_selector = generate_css_selector(driver, element)
+
+                    # Add element details to result dictionary
+                    result.update(
+                        {
+                            "tag": element.tag_name,
+                            "text": text,
+                            "html": element.get_attribute("outerHTML"),
+                            "css_selector": css_selector,
+                            "location": location,
+                            "size": size,
+                        }
+                    )
+
+                    print(f"\n✓ PASS: Found '{target_text}' text in element:")
+                    print(f"Tag: {element.tag_name}")
+                    print(f"Text: '{text}'")
+                    print(f"CSS Selector: {css_selector}")
+                    print(f"Location: x={location['x']}, y={location['y']}")
+                    print(f"Size: width={size['width']}, height={size['height']}")
+                    sys.stdout.flush()
+                    break
+            except:
+                continue
+
+        if not result["found"]:
+            elapsed = time.time() - (end_time - timeout)
+            print(f"Checking for '{target_text}' text... (elapsed: {elapsed:.1f}s)")
+            sys.stdout.flush()
+            time.sleep(check_interval)  # Wait before checking again
+
+    if not result["found"]:
+        return {}
+    else:
+        return result
+
+
+def generate_css_selector(driver, element):
+    """
+    Generate a CSS selector for the given element.
+
+    Args:
+        driver: Selenium WebDriver instance
+        element: WebElement to generate a selector for
+
+    Returns:
+        str: CSS selector for the element
+    """
+    try:
+        # Try to get a unique ID if available
+        element_id = element.get_attribute("id")
+        if element_id:
+            return f"#{element_id}"
+
+        # Try to get a unique class if available
+        element_class = element.get_attribute("class")
+        if element_class:
+            # Check if this class is unique
+            elements_with_class = driver.find_elements(By.CLASS_NAME, element_class)
+            if len(elements_with_class) == 1:
+                return f".{element_class}"
+
+        # Generate a selector based on tag and attributes
+        tag_name = element.tag_name
+        selector = tag_name
+
+        # Add attributes to make the selector more specific
+        for attr in ["id", "name", "class", "type", "value"]:
+            attr_value = element.get_attribute(attr)
+            if attr_value:
+                if attr == "class":
+                    # Handle multiple classes
+                    classes = attr_value.split()
+                    for cls in classes:
+                        selector += f".{cls}"
+                else:
+                    selector += f"[{attr}='{attr_value}']"
+
+        # If we still don't have a unique selector, add position
+        if len(driver.find_elements(By.CSS_SELECTOR, selector)) > 1:
+            # Get all elements with the same tag
+            siblings = driver.find_elements(By.XPATH, f"//{tag_name}")
+            for i, sibling in enumerate(siblings):
+                if sibling == element:
+                    selector += f":nth-of-type({i+1})"
+                    break
+
+        return selector
+    except:
+        # Fallback to a simple tag selector
+        return element.tag_name
+
+
+def find_and_click_button(driver, button_text, timeout=30, check_interval=0.5):
+    """
+    Find a button with the specified text and click it using multiple methods.
+
+    Args:
+        driver: Selenium WebDriver instance
+        button_text: Text to search for on the button
+        timeout: Maximum time to wait for the button (in seconds)
+        check_interval: Time between checks (in seconds)
+
+    Returns:
+        bool: True if the button was found and clicked successfully, False otherwise
+    """
+    print(f"\n=== Attempting to Find and Click Button with Text: '{button_text}' ===")
+
+    # Find the button with the specified text
+    button = check_text_on_page(
+        driver, button_text, timeout=timeout, check_interval=check_interval
+    )
+
+    if not button.get("found"):
+        print(f"✗ Button with text '{button_text}' not found!")
+        return False
+
+    print(f"Button found with text: {button['text']}")
+
+    # Try multiple approaches to click the button
+    success = False
+
+    # Approach 1: Use the specific CSS selector from the HTML
+    if not success:
+        try:
+            print("\n[Method 1] Trying CSS selector approach...")
+            button_element = driver.find_element(
+                By.CSS_SELECTOR, "button.el-button.el-button--primary[type='button']"
+            )
+            button_element.click()
+            print("✓ CSS selector click successful!")
+            success = True
+
+            # Wait for the page to load after clicking
+            time.sleep(5)
+        except Exception as e:
+            print(f"✗ CSS selector approach failed: {str(e)}")
+
+    # Approach 2: Try using JavaScript
+    if not success:
+        try:
+            print("\n[Method 2] Trying JavaScript approach...")
+            driver.execute_script(
+                "document.querySelector('button.el-button.el-button--primary[type=\"button\"]').click();"
+            )
+            print("✓ JavaScript click successful!")
+            success = True
+
+            # Wait for the page to load after clicking
+            time.sleep(5)
+        except Exception as js_error:
+            print(f"✗ JavaScript approach failed: {str(js_error)}")
+
+    # Approach 3: Try using pixel coordinates as a last resort
+    if not success:
+        try:
+            print("\n[Method 3] Trying pixel coordinates approach...")
+            # Get the location and size of the element
+            location = button["location"]
+            size = button["size"]
+
+            # Calculate the center point of the element
+            x = location["x"] + (size["width"] / 2)
+            y = location["y"] + (size["height"] / 2)
+
+            print(f"Clicking at coordinates: x={x}, y={y}")
+
+            # Use ActionChains to move to the element and click it
+            actions = ActionChains(driver)
+            actions.move_by_offset(x, y).click().perform()
+
+            print("✓ Coordinate-based click successful!")
+            success = True
+
+            # Reset the mouse position
+            actions.move_by_offset(-x, -y).perform()
+
+            # Wait for the page to load after clicking
+            time.sleep(5)
+        except Exception as coord_error:
+            print(f"✗ Coordinate approach failed: {str(coord_error)}")
+
+    if not success:
+        print(f"\n✗ All methods to click the '{button_text}' button failed!")
+        return False
+
+    return True
diff --git a/test/cleantestdata b/test/cleantestdata
index 772b4ad9..bf6194d2 100755
--- a/test/cleantestdata
+++ b/test/cleantestdata
@@ -10,4 +10,5 @@ git rm -f test/test_data/petdicoms
 rm -rf .git/modules/test/test_data/dcm_qa_uih
 rm -rf .git/modules/test/test_data/dcm_qa_nih
 rm -rf .git/modules/test/test_data/petdicoms
+rm -rf test/test_data/mixed_dicoms
 rm -rf test/test_data
\ No newline at end of file
diff --git a/test/createmixedfolder b/test/createmixedfolder
new file mode 100755
index 00000000..1d68ecab
--- /dev/null
+++ b/test/createmixedfolder
@@ -0,0 +1,35 @@
+#!/usr/bin/env bash
+
+# Check if test data exists, if not run gettestdata
+if [ ! -d "test/test_data/dcm_qa_nih" ] || [ ! -d "test/test_data/dcm_qa_uih" ] || [ ! -d "test/test_data/petdicoms" ]; then
+    echo "Test data not found. Running gettestdata..."
+    make gettestdata
+fi
+
+# Create mixed folder if it doesn't exist
+MIXED_FOLDER="test/test_data/mixed_dicoms"
+mkdir -p "$MIXED_FOLDER"
+
+# Function to copy DICOM files from a directory
+copy_dicoms() {
+    local source_dir="$1"
+    local target_dir="$2"
+    echo "Copying DICOM files from $source_dir..."
+    
+    # Find all DICOM files (case insensitive) and copy them
+    find "$source_dir" -type f \( -iname "*.dcm" -o -iname "*.ima" -o -iname "*.img" \) -exec cp {} "$target_dir" \;
+}
+
+# Copy DICOM files from dcm_qa_nih
+copy_dicoms "test/test_data/dcm_qa_nih" "$MIXED_FOLDER"
+
+# Copy DICOM files from dcm_qa_uih
+copy_dicoms "test/test_data/dcm_qa_uih" "$MIXED_FOLDER"
+
+# Copy DICOM files from petdicoms (excluding zip files)
+echo "Copying DICOM files from petdicoms..."
+find "test/test_data/petdicoms" -type f \( -iname "*.dcm" -o -iname "*.ima" -o -iname "*.img" \) -not -path "*.zip" -exec cp {} "$MIXED_FOLDER" \;
+
+# Count the number of files copied
+file_count=$(find "$MIXED_FOLDER" -type f | wc -l)
+echo "Created mixed folder with $file_count DICOM files at $MIXED_FOLDER"
diff --git a/test/pyproject.toml b/test/pyproject.toml
new file mode 100644
index 00000000..8e672011
--- /dev/null
+++ b/test/pyproject.toml
@@ -0,0 +1,24 @@
+[project]
+name = "ezbids-functional-testing"
+version = "0.1.0"
+description = "Add your description here"
+readme = "README.md"
+requires-python = ">=3.10"
+dependencies = [
+    "black>=25.1.0",
+    "pyautogui>=0.9.54",
+    "pytest>=8.3.5",
+    "requests>=2.32.3",
+    "selenium>=4.31.0",
+    "urllib3>=2.0.0",
+]
+
+[tool.black]
+line-length = 88
+target-version = ['py310']
+include = '\.pyi?$'
+extend-exclude = '''
+# A regex preceded with ^/ will apply only to files and directories
+# in the root of the project.
+^/build/
+'''
diff --git a/test/upload_flat_folder_of_dicoms.py b/test/upload_flat_folder_of_dicoms.py
new file mode 100755
index 00000000..7ecbc291
--- /dev/null
+++ b/test/upload_flat_folder_of_dicoms.py
@@ -0,0 +1,193 @@
+import os
+import pathlib
+import sys
+import time
+import pytest
+from socket import gethostname
+
+import requests
+from selenium import webdriver
+from selenium.webdriver.common.action_chains import ActionChains
+from selenium.webdriver.common.by import By
+from selenium.webdriver.support import expected_conditions as EC
+from selenium.webdriver.support.ui import WebDriverWait
+from urllib3.exceptions import InsecureRequestWarning
+
+# Add the test directory to the Python path
+sys.path.append(os.path.dirname(os.path.abspath(__file__)))
+from browser import check_text_on_page, find_and_click_button, generate_css_selector
+from utilities import (
+    mark_upload_complete,
+    upload_files,
+    create_session,
+    get_session_status,
+)
+
+# Configuration
+test_data = {
+    "FlatFolderMixed": pathlib.Path("test_data/mixed_dicoms").resolve()
+}
+hostname = gethostname()
+test_hosts = {
+    "localhost": {"url": "http://localhost:3000", "api": "http://localhost:8082"},
+    hostname: {"url": f"http://{hostname}:3000", "api": f"http://{hostname}:8082"},
+}
+
+# For remote testing, we need to use the same hostname for both frontend and API
+# to avoid CORS issues. This will be the hostname that's accessible from your browser.
+REMOTE_HOST = "localhost"  # Change this to your server's public hostname if needed
+test_hosts = {
+    REMOTE_HOST: {
+        "url": f"http://{REMOTE_HOST}:3000",
+        "api": f"http://{REMOTE_HOST}:8082"
+    }
+}
+
+# Disable SSL verification for self-signed certificates
+requests.packages.urllib3.disable_warnings(InsecureRequestWarning)
+
+@pytest.fixture(scope="module")
+def active_host():
+    """Find an active ezBIDS instance to test against."""
+    urls_to_test = {}
+    for host, host_data in test_hosts.items():
+        try:
+            endpoint_status = requests.get(
+                host_data.get("url"), verify=False, timeout=2
+            ).status_code
+            if endpoint_status == 200:
+                urls_to_test[host] = host_data
+        except (ConnectionRefusedError, requests.exceptions.ConnectionError):
+            pass
+
+    if len(urls_to_test) < 1:
+        pytest.skip("No active ezBIDS instances found")
+    
+    # Return the first available host
+    return next(iter(urls_to_test.values()))
+
+@pytest.fixture(scope="function")
+def web_driver():
+    """Create and yield a headless Firefox webdriver."""
+    options = webdriver.FirefoxOptions()
+    options.add_argument('--headless')
+    driver = webdriver.Firefox(options=options)
+    yield driver
+    driver.quit()
+
+@pytest.fixture(scope="function")
+def session(active_host):
+    """Create a new session for testing."""
+    session = create_session(api_url=active_host.get("api"))
+    return session
+
+def test_upload_flat_folder_of_dicoms(active_host, web_driver, session):
+    """Test uploading a flat folder of DICOM files and verify all statuses."""
+    api_url = active_host.get("api")
+    host_url = active_host.get("url")
+    session_id = session["_id"]
+
+    print(f"\n=== Starting ezBIDS Upload Test at {host_url} ===\n")
+    sys.stdout.flush()
+
+    # Test data setup
+    local_test_data_path = test_data["FlatFolderMixed"]
+    print(f"Using FlatFolderMixed at {local_test_data_path}")
+    sys.stdout.flush()
+
+    files_to_upload = []
+    for root, _, files in os.walk(local_test_data_path):
+        for file in files:
+            files_to_upload.append(os.path.join(root, file))
+    
+    print(f"Found {len(files_to_upload)} files to upload")
+    sys.stdout.flush()
+    assert len(files_to_upload) > 0, "No files found to upload"
+
+    # Navigate to the application
+    print("\nOpening browser to view progress...")
+    sys.stdout.flush()
+    web_driver.get(host_url)
+    
+    # Test initial page load and get started button
+    get_started_button = WebDriverWait(web_driver, 10).until(
+        EC.element_to_be_clickable((By.CSS_SELECTOR, ".el-button--primary"))
+    )
+    get_started_button.click()
+
+    # Navigate to specific session
+    if "/ezbids/" in host_url:
+        session_url = f"{host_url}/convert#{session_id}"
+    else:
+        session_url = f"{host_url}/ezbids/convert#{session_id}"
+
+    # Use print with flush=True to ensure output is visible even with pytest
+    print("\n" + "="*80, flush=True)
+    print(f"SESSION URL: {session_url}", flush=True)
+    print("="*80 + "\n", flush=True)
+    print("NOTE: If you don't see the session URL above, run pytest with -s flag:", flush=True)
+    print("pytest test/upload_flat_folder_of_dicoms.py -v -s", flush=True)
+    print("\n", flush=True)
+
+    web_driver.get(session_url)
+    time.sleep(1)
+    web_driver.refresh()
+
+    # Upload files in batches
+    batch_size = 100
+    for i in range(0, len(files_to_upload), batch_size):
+        batch = files_to_upload[i : i + batch_size]
+        print(f"Uploading batch {i//batch_size + 1}/{(len(files_to_upload) + batch_size - 1)//batch_size} ({len(batch)} files)")
+        sys.stdout.flush()
+        upload_files(session_id, batch, api_url)
+
+    # Mark upload as complete
+    print("Marking upload as complete...")
+    sys.stdout.flush()
+    mark_upload_complete(session_id, api_url)
+
+    print("\n=== API Status Checks ===\n")
+    sys.stdout.flush()
+
+    # Test session status progression
+    steps = {}
+    max_wait_time = 300  # 5 minutes timeout
+    start_time = time.time()
+    
+    while time.time() - start_time < max_wait_time:
+        session_status = get_session_status(session_id, api_url)
+        status = session_status.get("status")
+        print(f"Current status: {status}")
+        sys.stdout.flush()
+
+        if status == "uploaded" and not steps.get("uploaded"):
+            steps["uploaded"] = True
+            print("✓ Uploaded status reached")
+            sys.stdout.flush()
+        elif status == "preprocessing" and not steps.get("preprocessing"):
+            steps["preprocessing"] = True
+            print("✓ Preprocessing status reached")
+            sys.stdout.flush()
+        elif "analyzed" in status:
+            steps["analyzed"] = True
+            print("✓ Analyzed status reached")
+            sys.stdout.flush()
+            break
+        elif status in ["failed", "finalized"]:
+            print(f"Session failed with status: {status}")
+            sys.stdout.flush()
+            pytest.fail(f"Session failed with status: {status}")
+
+        time.sleep(0.1)
+
+    print("\n=== Test Summary ===\n")
+    print("API Status Checks:")
+    print(f"{'✓' if steps.get('uploaded') else '✗'} Status 'uploaded'")
+    print(f"{'✓' if steps.get('preprocessing') else '✗'} Status 'preprocessing'")
+    print(f"{'✓' if steps.get('analyzed') else '✗'} Status 'analyzed - successfully run preprocess.sh'")
+    sys.stdout.flush()
+
+    # Individual assertions for each step
+    assert steps.get("uploaded"), "Upload step failed - status 'uploaded' not reached"
+    assert steps.get("preprocessing"), "Preprocessing step failed - status 'preprocessing' not reached"
+    assert steps.get("analyzed"), "Analysis step failed - status 'analyzed' not reached"
diff --git a/test/utilities.py b/test/utilities.py
new file mode 100644
index 00000000..3b5d5694
--- /dev/null
+++ b/test/utilities.py
@@ -0,0 +1,210 @@
+import argparse
+import os
+import sys
+import time
+from pathlib import Path
+from socket import gethostname
+from typing import Union
+import requests
+from urllib3.exceptions import InsecureRequestWarning
+
+# Disable SSL verification for self-signed certificates
+requests.packages.urllib3.disable_warnings(InsecureRequestWarning)
+
+
+def create_session(api_url: str):
+    """Create a new session for file upload"""
+    # Remove any trailing slashes from the API URL
+    api_url = api_url.rstrip("/")
+
+    response = requests.post(f"{api_url}/session", json={}, verify=False)
+    if response.status_code != 200:
+        raise Exception(f"Failed to create session: {response.text}")
+    return response.json()
+
+
+def upload_files(session_id: str, files: list, api_url: str):
+    """Upload files to the server"""
+    # Remove any trailing slashes from the API URL
+    api_url = api_url.rstrip("/")
+
+    # Prepare the form data
+    data = {"paths": [], "mtimes": []}
+    file_objects = []
+
+    # Add each file to the form data
+    for file_path in files:
+        data["paths"].append(file_path)
+        data["mtimes"].append(
+            int(os.path.getmtime(file_path) * 1000)
+        )  # Convert to milliseconds
+        file_objects.append(("files", open(file_path, "rb")))
+
+    # Upload the files
+    response = requests.post(
+        f"{api_url}/upload-multi/{session_id}",
+        data=data,
+        files=file_objects,
+        verify=False,
+    )
+
+    # Close all file objects
+    for _, file_obj in file_objects:
+        file_obj.close()
+
+    if response.status_code != 200:
+        raise Exception(f"Failed to upload files: {response.text}")
+
+    return response.text
+
+
+def mark_upload_complete(session_id, api_url):
+    """Mark the upload as complete"""
+    # Remove any trailing slashes from the API URL
+    api_url = api_url.rstrip("/")
+
+    response = requests.patch(f"{api_url}/session/uploaded/{session_id}", verify=False)
+    if response.status_code != 200:
+        raise Exception(f"Failed to mark upload as complete: {response.text}")
+    return response.text
+
+
+def get_session_status(session_id, api_url):
+    """Get the current status of the session"""
+    # Make sure we're using the correct URL format
+    # Remove any trailing slashes from the API URL
+    api_url = api_url.rstrip("/")
+
+    response = requests.get(f"{api_url}/session/{session_id}", verify=False)
+    if response.status_code != 200:
+        raise Exception(f"Failed to get session status: {response.text}")
+    return response.json()
+
+
+def cli():
+    parser = argparse.ArgumentParser()
+    parser.add_argument(
+        "--url",
+        type=str,
+        help="Url of ezBIDS service, this script will attempt to upload "
+        "to the correct api endpoint",
+        required=True,
+    )
+    parser.add_argument(
+        "--data",
+        type=str,
+        required=True,
+        help="Folder that you wish to upload to ezBIDS",
+    )
+    parser.add_argument("--local", action="store_true", default=False)
+    parser.add_argument(
+        "--batchsize",
+        type=int,
+        help="Number of files to upload simultaneously, default is 100",
+        default=100,
+    )
+
+    args = parser.parse_args()
+
+    # Determine the API URL based on the provided URL
+    if args.local:
+        # For local development, use HTTP
+        api_url = "http://localhost:8082"
+    elif "api" not in args.url:
+        # For production, keep the original protocol (HTTPS)
+        api_url = args.url.strip("/") + "/api"
+    else:
+        # If API is already in the URL, use it as is
+        api_url = args.url
+
+    print(f"Using API URL: {api_url}")
+    sys.stdout.flush()
+
+    # Create a new session
+    try:
+        session = create_session(api_url=api_url)
+        session_id = session["_id"]
+        print(f"Created session with ID: {session_id}")
+        sys.stdout.flush()
+    except Exception as e:
+        print(f"Error creating session: {str(e)}")
+        return
+
+    # Get all files to upload
+    files_to_upload = []
+    try:
+        for root, _, files in os.walk(args.data):
+            for f in files:
+                files_to_upload.append(os.path.join(root, f))
+        print(f"Found {len(files_to_upload)} files to upload")
+        sys.stdout.flush()
+    except Exception as e:
+        print(f"Error scanning directory: {str(e)}")
+        return
+
+    # Upload files in batches
+    try:
+        for i in range(0, len(files_to_upload), args.batchsize):
+            batch = files_to_upload[i : i + args.batchsize]
+            print(
+                f"Uploading batch {i//args.batchsize + 1}/{(len(files_to_upload) + args.batchsize - 1)//args.batchsize} ({len(batch)} files)"
+            )
+            sys.stdout.flush()
+            upload_files(session_id, batch, api_url)
+    except Exception as e:
+        print(f"Error uploading files: {str(e)}")
+        return
+
+    # Mark the upload as complete
+    try:
+        print("Marking upload as complete...")
+        mark_upload_complete(session_id, api_url)
+        print("Upload marked as complete")
+        sys.stdout.flush()
+    except Exception as e:
+        print(f"Error marking upload as complete: {str(e)}")
+        return
+
+    # Monitor the status
+    print("\n=== Monitoring Upload Status ===\n")
+    sys.stdout.flush()
+
+    try:
+        steps = {}
+        while True:
+            session_status = get_session_status(session_id, api_url)
+            status = session_status.get("status")
+
+            # Track specific status messages
+            if status == "uploaded" and not steps.get("uploaded"):
+                steps["uploaded"] = True
+                print("✓ Status 'uploaded'")
+            elif status == "preprocessing" and not steps.get("preprocessing"):
+                steps["preprocessing"] = True
+                print("✓ Status 'preprocessing'")
+            elif "analyzed" in status and not steps.get("analyzed"):
+                steps["analyzed"] = True
+                print("✓ Status 'analyzed'")
+                print("\nAll processing completed successfully!")
+                break
+
+            if status in ["failed", "finalized"]:
+                print(f"\nProcessing completed with status: {status}")
+                break
+
+            time.sleep(2)  # Check every 2 seconds
+    except Exception as e:
+        print(f"Error monitoring status: {str(e)}")
+
+    # Generate the session URL
+    if "/ezbids/" in args.url:
+        session_url = f"{args.url}/convert#{session_id}"
+    else:
+        session_url = f"{args.url}/ezbids/convert#{session_id}"
+
+    print(f"\nCheck your conversion/upload status at {session_url}")
+    print("You can close this window when done.")
+
+
+if __name__ == "__main__":
+    cli()
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new file mode 100644
index 00000000..6a0be8f4
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