diff --git a/prescriptions/de_/deepsparse/deepsparse_avx2.yaml b/prescriptions/de_/deepsparse/deepsparse_avx2.yaml
new file mode 100644
index 00000000000..e6a15ba6304
--- /dev/null
+++ b/prescriptions/de_/deepsparse/deepsparse_avx2.yaml
@@ -0,0 +1,33 @@
+units:
+  sieves:
+  - name: DeepSparseAVX2Sieve
+    type: sieve
+    should_include:
+      adviser_pipeline: true
+      runtime_environments:
+        hardware:
+        - cpu_families: [6]
+          # See:
+          #   https://en.wikipedia.org/wiki/Advanced_Vector_Extensions#CPUs_with_AVX2
+          #   https://en.wikichip.org/wiki/intel/cpuid
+          # 0x5 Cascade Lake
+          # 0x6 Broadwell, Cannon Lake
+          # 0xA Ice Lake
+          # 0xC Ice Lake, Tiger Lake
+          # 0xD Ice Lake
+          # 0xE Skylake, Kaby Lake, Coffee Lake, Ice Lake, Comet Lake, Whiskey Lake
+          # 0xF Haswell
+          cpu_models:
+            not: [5, 6, 10, 12, 13, 14, 15, 16]
+    match:
+      package_version:
+        name: deepsparse
+        version: "<=0.7.0"
+        index_url: 'https://pypi.org/simple'
+    run:
+      multi_package_resolution: false
+      stack_info:
+      - type: ERROR
+        message: >-
+          deepsparse requires avx2 architecture to allow deployment of ML model.
+        link: https://github.com/neuralmagic/deepsparse#hardware-support
diff --git a/prescriptions/de_/deepsparse/deepsparse_avx512.yaml b/prescriptions/de_/deepsparse/deepsparse_avx512.yaml
new file mode 100644
index 00000000000..0556f42b532
--- /dev/null
+++ b/prescriptions/de_/deepsparse/deepsparse_avx512.yaml
@@ -0,0 +1,33 @@
+units:
+  sieves:
+  - name: DeepSparseAVX512Sieve
+    type: sieve
+    should_include:
+      adviser_pipeline: true
+      runtime_environments:
+        hardware:
+        - cpu_families: [6]
+          # See:
+          #   https://en.wikipedia.org/wiki/Advanced_Vector_Extensions#CPUs_with_AVX-512
+          #   https://en.wikipedia.org/wiki/AVX-512#VNNI
+          #   https://en.wikichip.org/wiki/intel/cpuid
+          # 0x5 Knights Mill, Skylake (Server) SP and X, Cascade Lake SP (VNNI)
+          # 0x6 Cannon Lake
+          # 0x7 Knights Landing, Rocket Lake (VNNI)
+          # 0xC Tiger Lake C (VNNI)
+          # 0xD Ice Lake Y (VNNI), Tiger Lake H (VNNI)
+          # 0xE Ice Lake U (VNNI)
+          cpu_models:
+              not: [85, 87, 102, 125, 126, 133, 140, 141, 167]
+    match:
+      package_version:
+        name: deepsparse
+        version: "<=0.7.0"
+        index_url: 'https://pypi.org/simple'
+    run:
+      multi_package_resolution: false
+      stack_info:
+      - type: ERROR
+        message: >-
+          deepsparse requires avx512 architecture (and avx512 with VNNI instructions) to allow deployment of ML model.
+        link: https://github.com/neuralmagic/deepsparse#hardware-support