diff --git a/.github/workflows/validation_unit_tests.yaml b/.github/workflows/validation_unit_tests.yaml
new file mode 100644
index 0000000..22b3988
--- /dev/null
+++ b/.github/workflows/validation_unit_tests.yaml
@@ -0,0 +1,19 @@
+name: Validation Unit Tests
+
+on:
+  pull_request:
+
+jobs:
+  validation_unit_tests:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Checkout code
+        uses: actions/checkout@v3
+
+      - name: Install dependencies
+        run: |
+          pip install pydantic pytest
+
+      - name: Run validation unit tests
+        run: |
+          pytest
\ No newline at end of file
diff --git a/pyperf/pyperf_run b/pyperf/pyperf_run
index 3a37533..d3f3967 100755
--- a/pyperf/pyperf_run
+++ b/pyperf/pyperf_run
@@ -323,6 +323,8 @@ if [ $to_pbench -eq 0 ]; then
 	fi
 
 	generate_csv_file ${pyresults}
+	$TOOLS_BIN/csv_to_json $to_json_flags --csv_file ${pyresults}.csv --output_file ${pyresults}.json
+	$TOOLS_BIN/verify_results $to_verify_flags --file ${pyresults}.json --schema_file $to_script_dir/../result_schema.py --class_name PyperfResult
 else
 	source ~/.bashrc
 	arguments="${arguments} --test_iterations ${to_times_to_run}"
diff --git a/result_schema.py b/result_schema.py
new file mode 100644
index 0000000..b9bfa5a
--- /dev/null
+++ b/result_schema.py
@@ -0,0 +1,13 @@
+from enum import Enum
+import pydantic
+
+class DurationUnit(str, Enum):
+	sec = "sec"
+	ms = "ms"
+	us = "us"
+	ns = "ns"
+
+class PyperfResult(pydantic.BaseModel):
+	Test: str = pydantic.Field(description="Name of the test that was ran")
+	Avg: float = pydantic.Field(description="Duration, unit is determined by duration_unit field", allow_inf_nan=False, gt=0)
+	Unit: DurationUnit = pydantic.Field(description="Unit of duration")
diff --git a/tests/test_duration.py b/tests/test_duration.py
new file mode 100644
index 0000000..312f912
--- /dev/null
+++ b/tests/test_duration.py
@@ -0,0 +1,26 @@
+from pathlib import Path
+import pydantic
+import sys
+import pytest
+
+file = Path(__file__).resolve()
+parent = file.parent.parent
+sys.path.append(str(parent))
+
+from result_schema import PyperfResult, DurationUnit
+
+@pytest.mark.parametrize("duration", [
+		"-12", "0", "0.0", "inf", "nan",
+		"abc", "123abc", "123abc", "12abc34",
+		"123.123.123", "-0", "-0.0", "-inf", "-nan"
+	])
+def test_duration_invalid(duration):
+	with pytest.raises(pydantic.ValidationError):
+		PyperfResult(Test="test", Avg=duration, Unit=DurationUnit.sec)
+
+@pytest.mark.parametrize("duration", [
+	"123", "123.456", "0.000001", "0.000000001", "1234567890", "1234567890.1234567890"
+])
+def test_duration_valid(duration):
+	result = PyperfResult(Test="test", Avg=duration, Unit=DurationUnit.sec)
+	assert result.Avg == float(duration)
\ No newline at end of file
diff --git a/tests/test_duration_unit.py b/tests/test_duration_unit.py
new file mode 100644
index 0000000..1c561e9
--- /dev/null
+++ b/tests/test_duration_unit.py
@@ -0,0 +1,26 @@
+from pathlib import Path
+import pydantic
+import sys
+import pytest
+
+file = Path(__file__).resolve()
+parent = file.parent.parent
+sys.path.append(str(parent))
+
+from result_schema import PyperfResult, DurationUnit
+
+@pytest.mark.parametrize("duration_unit", [
+		"MS", "Day", "Year", "Hour", "cat", "dog",
+		"123", "-12034"
+	])
+def test_duration_unit_invalid(duration_unit):
+	with pytest.raises(pydantic.ValidationError):
+		PyperfResult(Test="test", Avg=12, Unit=duration_unit)
+
+@pytest.mark.parametrize("duration_unit", [
+		DurationUnit.sec, DurationUnit.ms, DurationUnit.us, DurationUnit.ns,
+		"sec", "ms", "us", "ns"
+	])
+def test_duration_unit_invalid(duration_unit):
+	result = PyperfResult(Test="test", Avg=12, Unit=duration_unit)
+	assert result.Unit == duration_unit