diff --git a/cve_bin_tool/mismatch_loader.py b/cve_bin_tool/mismatch_loader.py
new file mode 100644
index 0000000000..9d05925649
--- /dev/null
+++ b/cve_bin_tool/mismatch_loader.py
@@ -0,0 +1,82 @@
+import itertools
+import os
+import sqlite3
+
+import yaml
+
+from cve_bin_tool.cvedb import DBNAME, DISK_LOCATION_DEFAULT
+from cve_bin_tool.log import LOGGER
+
+SQL_CREATE_TABLE = """
+CREATE TABLE IF NOT EXISTS mismatch(
+    purl TEXT,
+    vendor TEXT,
+    PRIMARY KEY(purl,vendor)
+);
+"""
+
+SQL_INSERT_MISMATCH = """
+INSERT INTO mismatch (purl, vendor)
+VALUES (?, ?)
+ON CONFLICT DO NOTHING;
+"""
+
+
+def setup_sqlite(data_dir: str, db_file: str) -> bool:
+    """
+    Walk the given data directory, load the mismatch relationships and write to an SQLite file
+    :param data_dir: data directory to walk
+    :param db_file: SQLite file to write results into
+    :return: Success (True) or Failure (False)
+    """
+    if os.path.exists(db_file) and not os.access(db_file, os.W_OK):
+        LOGGER.error(f"DB file already exists and is not writable: {db_file}")
+        return False
+
+    relation_file_name = "mismatch_relations.yml"
+    relation_file_paths = []
+
+    for root, directories, files in os.walk(data_dir):
+        if relation_file_name in files:
+            relation_file_paths.append(os.path.join(root, relation_file_name))
+
+    if not relation_file_paths or len(relation_file_paths) == 0:
+        LOGGER.error(f"No relationship files found in: {data_dir}")
+        return False
+
+    conn = sqlite3.connect(db_file)
+    cursor = conn.cursor()
+    cursor.execute(SQL_CREATE_TABLE)
+
+    for relation_file_path in relation_file_paths:
+        if not os.path.exists(relation_file_path):
+            LOGGER.error(f"Vendor file does not exist, skipping: {relation_file_path}")
+            continue
+
+        with open(relation_file_path) as relation_file:
+            content = yaml.safe_load(relation_file)
+            vendor_list = content.get("invalid_vendors", [])
+            purls_list = content.get("purls", [])
+            purl_vendor_pairs = list(itertools.product(purls_list, vendor_list))
+            for purl_vendor_pair in purl_vendor_pairs:
+                cursor.execute(SQL_INSERT_MISMATCH, purl_vendor_pair)
+
+    conn.commit()
+    conn.close()
+    return True
+
+
+def main():
+    """
+    Run the SQLite loader utility
+    """
+    db_path = DISK_LOCATION_DEFAULT / DBNAME
+    parent_dir = os.path.dirname(os.path.dirname(os.path.abspath(__file__)))
+    data_dir = os.path.join(parent_dir, "data")
+    if not setup_sqlite(data_dir, db_path):
+        exit(1)
+    exit(0)
+
+
+if __name__ == "__main__":
+    main()