diff --git a/shortfin/tests/api/array_ops_test.py b/shortfin/tests/api/array_ops_test.py
index 164dfb479..3e778d421 100644
--- a/shortfin/tests/api/array_ops_test.py
+++ b/shortfin/tests/api/array_ops_test.py
@@ -100,6 +100,7 @@ def test_argmax_axis0(device):
 @pytest.mark.parametrize(
     "dtype",
     [
+        sfnp.bfloat16,
         sfnp.float16,
         sfnp.float32,
     ],
@@ -114,6 +115,7 @@ def test_argmax_dtypes(device, dtype):
 @pytest.mark.parametrize(
     "dtype",
     [
+        sfnp.bfloat16,
         sfnp.float16,
         sfnp.float32,
     ],
@@ -138,6 +140,7 @@ def test_fill_randn_default_generator(device, dtype):
 @pytest.mark.parametrize(
     "dtype",
     [
+        sfnp.bfloat16,
         sfnp.float16,
         sfnp.float32,
     ],
@@ -180,6 +183,7 @@ def test_fill_randn_explicit_generator(device, dtype):
         sfnp.int16,
         sfnp.int32,
         sfnp.int64,
+        sfnp.bfloat16,
         sfnp.float16,
         sfnp.float32,
         sfnp.float64,
@@ -208,12 +212,16 @@ def round_half_away_from_zero(n):
 @pytest.mark.parametrize(
     "dtype,sfnp_func,ref_round_func",
     [
+        (sfnp.bfloat16, sfnp.round, round_half_away_from_zero),
         (sfnp.float16, sfnp.round, round_half_away_from_zero),
         (sfnp.float32, sfnp.round, round_half_away_from_zero),
+        (sfnp.bfloat16, sfnp.ceil, math.ceil),
         (sfnp.float16, sfnp.ceil, math.ceil),
         (sfnp.float32, sfnp.ceil, math.ceil),
+        (sfnp.bfloat16, sfnp.floor, math.floor),
         (sfnp.float16, sfnp.floor, math.floor),
         (sfnp.float32, sfnp.floor, math.floor),
+        (sfnp.bfloat16, sfnp.trunc, math.trunc),
         (sfnp.float16, sfnp.trunc, math.trunc),
         (sfnp.float32, sfnp.trunc, math.trunc),
     ],
@@ -309,6 +317,8 @@ def test_elementwise_forms(device):
 @pytest.mark.parametrize(
     "lhs_dtype,rhs_dtype,promoted_dtype",
     [
+        (sfnp.float32, sfnp.bfloat16, sfnp.float32),
+        (sfnp.bfloat16, sfnp.float32, sfnp.float32),
         (sfnp.float32, sfnp.float16, sfnp.float32),
         (sfnp.float16, sfnp.float32, sfnp.float32),
         (sfnp.float32, sfnp.float64, sfnp.float64),
@@ -347,6 +357,7 @@ def test_elementwise_promotion(device, lhs_dtype, rhs_dtype, promoted_dtype):
         (sfnp.uint16, sfnp.add, 44.0),
         (sfnp.uint32, sfnp.add, 44.0),
         (sfnp.uint64, sfnp.add, 44.0),
+        (sfnp.bfloat16, sfnp.add, 44.0),
         (sfnp.float16, sfnp.add, 44.0),
         (sfnp.float32, sfnp.add, 44.0),
         (sfnp.float64, sfnp.add, 44.0),
@@ -359,6 +370,7 @@ def test_elementwise_promotion(device, lhs_dtype, rhs_dtype, promoted_dtype):
         (sfnp.uint16, sfnp.divide, 21.0),
         (sfnp.uint32, sfnp.divide, 21.0),
         (sfnp.uint64, sfnp.divide, 21.0),
+        (sfnp.bfloat16, sfnp.divide, 21.0),
         (sfnp.float16, sfnp.divide, 21.0),
         (sfnp.float32, sfnp.divide, 21.0),
         (sfnp.float64, sfnp.divide, 21.0),
@@ -371,6 +383,7 @@ def test_elementwise_promotion(device, lhs_dtype, rhs_dtype, promoted_dtype):
         (sfnp.uint16, sfnp.multiply, 84.0),
         (sfnp.uint32, sfnp.multiply, 84.0),
         (sfnp.uint64, sfnp.multiply, 84.0),
+        (sfnp.bfloat16, sfnp.multiply, 84.0),
         (sfnp.float16, sfnp.multiply, 84.0),
         (sfnp.float32, sfnp.multiply, 84.0),
         (sfnp.float64, sfnp.multiply, 84.0),
@@ -383,6 +396,7 @@ def test_elementwise_promotion(device, lhs_dtype, rhs_dtype, promoted_dtype):
         (sfnp.uint16, sfnp.subtract, 40.0),
         (sfnp.uint32, sfnp.subtract, 40.0),
         (sfnp.uint64, sfnp.subtract, 40.0),
+        (sfnp.bfloat16, sfnp.subtract, 40.0),
         (sfnp.float16, sfnp.subtract, 40.0),
         (sfnp.float32, sfnp.subtract, 40.0),
         (sfnp.float64, sfnp.subtract, 40.0),
@@ -418,6 +432,7 @@ def test_elementwise_array_correctness(device, dtype, op, check_value):
         sfnp.uint32,
         sfnp.uint64,
         sfnp.float32,
+        sfnp.bfloat16,
         sfnp.float16,
         sfnp.float32,
         sfnp.float64,