diff --git a/network-poc/tests/model-benchmark.mjs b/network-poc/tests/model-benchmark.mjs
index 8205a03..8095898 100644
--- a/network-poc/tests/model-benchmark.mjs
+++ b/network-poc/tests/model-benchmark.mjs
@@ -338,6 +338,16 @@ async function runPipeline(model, scenario) {
         result.validationIssues = issues.length;
         result.fixRounds = fixRound;
 
+        // Korjaa pyproject.toml jos malli generoi Poetry-muodon
+        if (files['pyproject.toml'] && !files['pyproject.toml'].includes('[project]')) {
+            const goldenPyproject = join(GOLDEN_DIR, 'pyproject.toml');
+            if (existsSync(goldenPyproject)) {
+                const nameMatch = files['pyproject.toml'].match(/name\s*=\s*"([^"]+)"/);
+                const name = nameMatch ? nameMatch[1] : 'generated-app';
+                files['pyproject.toml'] = readFileSync(goldenPyproject, 'utf-8').replace(/name = "[^"]+"/, `name = "${name}"`);
+            }
+        }
+
         // Kirjoita tiedostot levylle
         for (const [fn, content] of Object.entries(files)) writeFileSync(`${dir}/${fn}`, content);