diff --git a/ptn_cli/ptncli.py b/ptn_cli/ptncli.py
index 5e50757b0..00cc642d4 100644
--- a/ptn_cli/ptncli.py
+++ b/ptn_cli/ptncli.py
@@ -18,6 +18,9 @@
 from ptn_cli.src.commands.asset import (
     select as select_asset
 )
+from ptn_cli.src.commands.pop import (
+    generate_tree as pop_generate_tree
+)
 
 _epilog = "Made with [bold red]:heart:[/bold red] by The Proprieτary Trading Neτwork"
 
@@ -38,6 +41,21 @@ class PTNOptions:
         "--prompt",
         help="Whether to prompt for confirmation",
     )
+    data_file = typer.Option(
+        None,
+        "--path",
+        help="Path to the data.json file",
+    )
+    hotkey_opt = typer.Option(
+        None,
+        "--hotkey",
+        help="Miner's hotkey",
+    )
+    output_path = typer.Option(
+        None,
+        "--output",
+        help="Path where the tree.json file will be saved",
+    )
 
 
 
@@ -45,12 +63,14 @@ class PTNCLIManager(CLIManager):
 
     collateral_app: typer.Typer
     asset_app: typer.Typer
+    pop_app: typer.Typer
 
     def __init__(self):
         super().__init__()
 
         self.collateral_app = typer.Typer(epilog=_epilog)
         self.asset_app = typer.Typer(epilog=_epilog)
+        self.pop_app = typer.Typer(epilog=_epilog)
 
         self.app.add_typer(
             self.collateral_app,
@@ -64,6 +84,12 @@ def __init__(self):
             short_help="Asset command for choosing asset",
             no_args_is_help=True
         )
+        self.app.add_typer(
+            self.pop_app,
+            name="pop",
+            short_help="Proof-of-Portfolio commands",
+            no_args_is_help=True
+        )
 
         self.collateral_app.command(
             "list", rich_help_panel="Collateral Management"
@@ -79,6 +105,10 @@ def __init__(self):
             "select", rich_help_panel="Asset class selection"
         )(self.asset_select)
 
+        self.pop_app.command(
+            "generate-tree", rich_help_panel="Proof-of-Portfolio"
+        )(self.pop_generate_tree)
+
     def collateral_list(
         self,
         wallet_name: Optional[str] = Options.wallet_name,
@@ -240,6 +270,31 @@ def asset_select(
             )
         )
 
+    def pop_generate_tree(
+        self,
+        data_file: Optional[str] = PTNOptions.data_file,
+        hotkey: Optional[str] = PTNOptions.hotkey_opt,
+        output_path: Optional[str] = PTNOptions.output_path,
+        quiet: bool = Options.quiet,
+        verbose: bool = Options.verbose,
+        json_output: bool = Options.json_output,
+    ):
+        """
+        Generate a merkle tree for a miner using proof-of-portfolio
+        """
+        self.verbosity_handler(quiet, verbose, json_output)
+
+        return self._run_command(
+            pop_generate_tree.generate_tree(
+                data_file,
+                hotkey,
+                output_path,
+                quiet,
+                verbose,
+                json_output
+            )
+        )
+
 
 def main():
     manager = PTNCLIManager()
diff --git a/ptn_cli/src/commands/pop/__init__.py b/ptn_cli/src/commands/pop/__init__.py
new file mode 100644
index 000000000..f7869873c
--- /dev/null
+++ b/ptn_cli/src/commands/pop/__init__.py
@@ -0,0 +1 @@
+# Pop commands for proof-of-portfolio integration
\ No newline at end of file
diff --git a/ptn_cli/src/commands/pop/generate_tree.py b/ptn_cli/src/commands/pop/generate_tree.py
new file mode 100644
index 000000000..ecb860079
--- /dev/null
+++ b/ptn_cli/src/commands/pop/generate_tree.py
@@ -0,0 +1,99 @@
+from typing import Optional
+import sys
+import json
+from pathlib import Path
+from proof_of_portfolio.signal_processor import (
+    generate_validator_trees,
+    get_validator_tree_hashes,
+)
+
+
+async def generate_tree(
+    signals_dir: Optional[str] = None,
+    hotkey: Optional[str] = None,
+    output_path: Optional[str] = None,
+    quiet: bool = False,
+    verbose: bool = False,
+    json_output: bool = False,
+):
+    """
+    Generate merkle trees for miners using processed signals from mining directory
+    """
+
+    if not signals_dir:
+        current_dir = Path.cwd()
+        potential_dirs = [
+            current_dir / "mining" / "processed_signals",
+            current_dir / "processed_signals",
+            Path("./mining/processed_signals"),
+        ]
+
+        for dir_path in potential_dirs:
+            if dir_path.exists() and dir_path.is_dir():
+                signals_dir = str(dir_path)
+                if not quiet:
+                    print(f"Found signals directory: {signals_dir}")
+                break
+
+        if not signals_dir:
+            if not quiet:
+                print("Error: No processed signals directory found.", file=sys.stderr)
+                print(
+                    "Please provide --signals-dir path or place files in ./mining/processed_signals/",
+                    file=sys.stderr,
+                )
+            return False
+
+    signals_path = Path(signals_dir)
+    if not signals_path.exists() or not signals_path.is_dir():
+        if not quiet:
+            print(
+                f"Error: Signals directory not found at {signals_dir}", file=sys.stderr
+            )
+        return False
+
+    try:
+        validator_trees = generate_validator_trees(
+            signals_dir=signals_dir, hotkey=hotkey, output_dir=output_path, quiet=quiet
+        )
+
+        if not validator_trees:
+            return False
+
+        validator_hashes = get_validator_tree_hashes(validator_trees)
+
+        if json_output:
+            result = {
+                "validator_trees": len(validator_trees),
+                "validators": {
+                    validator_key: {
+                        "order_count": data["order_count"],
+                        "output_path": data["output_path"],
+                        "tree_hash": data["tree_hash"],
+                    }
+                    for validator_key, data in validator_trees.items()
+                },
+            }
+            print(json.dumps(result, indent=2))
+        else:
+            print("\nExpected Tree Hashes:")
+            print("-" * 80)
+            for validator_key, tree_hash in validator_hashes.items():
+                data = validator_trees[validator_key]
+                print(f"Validator: {validator_key}")
+                print(f"Hash:      {tree_hash}")
+                print(f"Orders:    {data['order_count']}")
+                print(f"Output:    {data['output_path']}")
+                print("-" * 80)
+
+        return True
+
+    except Exception as e:
+        if not quiet:
+            import traceback
+
+            print(f"Error generating trees: {str(e)}", file=sys.stderr)
+            if verbose:
+                print(f"Full traceback:", file=sys.stderr)
+                traceback.print_exc()
+        return False
diff --git a/pyproject.toml b/pyproject.toml
index 854e47126..7a1e8e7e8 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -7,9 +7,7 @@ name = "ptn-cli"
 version = "1.0.3"
 description = "Proprietary Trading Network CLI"
 readme = "README.md"
-authors = [
-    {name = "taoshi.io" }
-]
+authors = [{ name = "taoshi.io" }]
 license = { file = "LICENSE" }
 scripts = { ptncli = "ptn_cli.ptncli:main" }
 requires-python = ">=3.9,<3.14"
@@ -19,7 +17,7 @@ dependencies = [
     "async-substrate-interface>=1.4.2",
     "aiohttp~=3.10.2",
     "backoff~=2.2.1",
-    "click<8.2.0",  # typer.testing.CliRunner(mix_stderr=) is broken in click 8.2.0+
+    "click<8.2.0",                                                                # typer.testing.CliRunner(mix_stderr=) is broken in click 8.2.0+
     "GitPython>=3.0.0",
     "netaddr~=1.3.0",
     "numpy>=2.0.1,<3.0.0",
@@ -32,17 +30,12 @@ dependencies = [
     "bittensor-wallet>=3.0.7",
     "plotille>=5.0.0",
     "plotly>=6.0.0",
+    "proof-of-portfolio>=0.0.14",
 ]
 
 [project.optional-dependencies]
-cuda = [
-    "torch>=1.13.1,<3.0",
-]
-dev = [
-    "pytest",
-    "pytest-asyncio",
-    "ruff==0.11.5",
-]
+cuda = ["torch>=1.13.1,<3.0"]
+dev = ["pytest", "pytest-asyncio", "ruff==0.11.5"]
 
 [project.urls]
 # more details can be found here
@@ -62,7 +55,7 @@ classifiers = [
     "Topic :: Scientific/Engineering",
     "Topic :: Scientific/Engineering :: Mathematics",
     "Topic :: Scientific/Engineering :: Artificial Intelligence",
-    "Topic :: Utilities"
+    "Topic :: Utilities",
 ]
 
 [tool.setuptools]