diff --git a/Pipfile.lock b/Pipfile.lock
index 6667d9a..f261dc5 100644
--- a/Pipfile.lock
+++ b/Pipfile.lock
@@ -21,63 +21,86 @@
                 "sha256:87de48a92e29cedf7210ffa853d11441e7ad94cb47bacd91b023499b51cbc756",
                 "sha256:d25869fc7f44f1d9fb7d24fd7ea0639656f5355fc3089cd1f3d18c6ec6b124c7"
             ],
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
             "version": "==1.6.6"
         },
         "attrs": {
             "hashes": [
-                "sha256:08a96c641c3a74e44eb59afb61a24f2cb9f4d7188748e76ba4bb5edfa3cb7d1c",
-                "sha256:f7b7ce16570fe9965acd6d30101a28f62fb4a7f9e926b3bbc9b61f8b04247e72"
+                "sha256:31b2eced602aa8423c2aea9c76a724617ed67cf9513173fd3a4f03e3a929c7e6",
+                "sha256:832aa3cde19744e49938b91fea06d69ecb9e649c93ba974535d08ad92164f700"
             ],
-            "version": "==19.3.0"
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
+            "version": "==20.3.0"
         },
         "aws-sam-translator": {
             "hashes": [
-                "sha256:db1ada2d1458cba20120ae2e449253850740c73f576cf489c6c4e386235c6e77"
+                "sha256:2f8904fd4a631752bc441a8fd928c444ed98ceb86b94d25ed7b84982e2eff1cd",
+                "sha256:5cf7faab3566843f3b44ef1a42a9c106ffb50809da4002faab818076dcc7bff8",
+                "sha256:c35075e7e804490d6025598ed4878ad3ab8668e37cafb7ae75120b1c37a6d212"
             ],
-            "version": "==1.16.0"
+            "version": "==1.35.0"
         },
         "backports.functools-lru-cache": {
             "hashes": [
-                "sha256:0bada4c2f8a43d533e4ecb7a12214d9420e66eb206d54bf2d682581ca4b80848",
-                "sha256:8fde5f188da2d593bd5bc0be98d9abc46c95bb8a9dde93429570192ee6cc2d4a"
+                "sha256:d84e126e2a29e4fde8931ff8131240bbf30a0e7dbcc3897a8dbd8ea5ac11419c",
+                "sha256:dfec6b43aa1a17dc9b3c6639738a4e48c5ac7555d897d376317ea4bcc32da54a"
             ],
-            "markers": "python_version < '3.4'",
-            "version": "==1.6.1"
+            "markers": "python_version == '2.7' and python_version < '3.4'",
+            "version": "==1.6.3"
         },
         "boto3": {
             "hashes": [
-                "sha256:21a75f1a3f85fbfcc00d691200fbe4aa71f18e98389d88401f38e35ae50825e9",
-                "sha256:e4daa659f2aaf5664a32224cbcbbcaa9042ac657f1c64326d0e3230f967c2a30"
+                "sha256:1e6e06b2f1eee5a76acdde1e7b4f57c93c1bf2905341207d74f2a140ce060cd8",
+                "sha256:40e84a5f7888924db74a2710dbe48d066b51fe1f5549efaffe90e6efe813f37b"
             ],
-            "version": "==1.10.28"
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4, 3.5'",
+            "version": "==1.17.35"
         },
         "botocore": {
             "hashes": [
-                "sha256:5a343562b52d6216dbda89b8969dcbffa4474c7df9cbe04ee7440033c1c4075b",
-                "sha256:9b886c4fc7efe0927ea90a3e070bc7e44dc6b8a1518ece6e99ecb21f52c75831"
+                "sha256:9119ffb231145ffadd55391c9356dcdb18e3de65c3a7c82844634e949f0ca5a0",
+                "sha256:e34bbb7d7de154c2ff2a73ae0691c601a69c5bda887374c8a6a23072380b07a4"
             ],
-            "version": "==1.13.28"
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4, 3.5'",
+            "version": "==1.20.35"
+        },
+        "certifi": {
+            "hashes": [
+                "sha256:1a4995114262bffbc2413b159f2a1a480c969de6e6eb13ee966d470af86af59c",
+                "sha256:719a74fb9e33b9bd44cc7f3a8d94bc35e4049deebe19ba7d8e108280cfd59830"
+            ],
+            "version": "==2020.12.5"
         },
         "cfn-lint": {
             "hashes": [
-                "sha256:2d3607179e80637392c3c307981ced3a740bfd9db90362dbc88372269894be08",
-                "sha256:ccac58b85de48512b5d3904bac9c34adce5fac10c536b65b68b865715510a329"
+                "sha256:2ffda6da0fe57d11c89cc0b44a9aa58e117ef8cb0cc30a8e543b14cdeaedeb39",
+                "sha256:6b8fdc1994ee814630d353be1a0a00e3ba13bb776ebf9b0d28479a441c157aeb"
             ],
-            "version": "==0.25.5"
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
+            "version": "==0.48.0"
+        },
+        "chardet": {
+            "hashes": [
+                "sha256:0d6f53a15db4120f2b08c94f11e7d93d2c911ee118b6b30a04ec3ee8310179fa",
+                "sha256:f864054d66fd9118f2e67044ac8981a54775ec5b67aed0441892edb553d21da5"
+            ],
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4'",
+            "version": "==4.0.0"
         },
         "click": {
             "hashes": [
-                "sha256:2335065e6395b9e67ca716de5f7526736bfa6ceead690adf616d925bdc622b13",
-                "sha256:5b94b49521f6456670fdb30cd82a4eca9412788a93fa6dd6df72c94d5a8ff2d7"
+                "sha256:d2b5255c7c6349bc1bd1e59e08cd12acbbd63ce649f2588755783aa94dfb6b1a",
+                "sha256:dacca89f4bfadd5de3d7489b7c8a566eee0d3676333fbb50030263894c38c0dc"
             ],
-            "version": "==7.0"
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4'",
+            "version": "==7.1.2"
         },
         "configparser": {
             "hashes": [
                 "sha256:254c1d9c79f60c45dfde850850883d5aaa7f19a23f13561243a050d5a7c3fe4c",
                 "sha256:c7d282687a5308319bf3d2e7706e575c635b0a470342641c93bea0ea3b5331df"
             ],
-            "markers": "python_version < '3'",
+            "markers": "python_version == '2.7' and python_version < '3'",
             "version": "==4.0.2"
         },
         "contextlib2": {
@@ -85,16 +108,15 @@
                 "sha256:01f490098c18b19d2bd5bb5dc445b2054d2fa97f09a4280ba2c5f3c394c8162e",
                 "sha256:3355078a159fbb44ee60ea80abd0d87b80b78c248643b49aa6d94673b413609b"
             ],
-            "markers": "python_version < '3'",
+            "markers": "python_version < '3.4'",
             "version": "==0.6.0.post1"
         },
-        "docutils": {
+        "decorator": {
             "hashes": [
-                "sha256:6c4f696463b79f1fb8ba0c594b63840ebd41f059e92b31957c46b74a4599b6d0",
-                "sha256:9e4d7ecfc600058e07ba661411a2b7de2fd0fafa17d1a7f7361cd47b1175c827",
-                "sha256:a2aeea129088da402665e92e0b25b04b073c04b2dce4ab65caaa38b7ce2e1a99"
+                "sha256:41fa54c2a0cc4ba648be4fd43cff00aedf5b9465c9bf18d64325bc225f08f760",
+                "sha256:e3a62f0520172440ca0dcc823749319382e377f37f140a0b99ef45fecb84bfe7"
             ],
-            "version": "==0.15.2"
+            "version": "==4.4.2"
         },
         "ef-open": {
             "editable": true,
@@ -105,13 +127,12 @@
         },
         "enum34": {
             "hashes": [
-                "sha256:2d81cbbe0e73112bdfe6ef8576f2238f2ba27dd0d55752a776c41d38b7da2850",
-                "sha256:644837f692e5f550741432dd3f223bbb9852018674981b1664e5dc339387588a",
-                "sha256:6bd0f6ad48ec2aa117d3d141940d484deccda84d4fcd884f5c3d93c23ecd8c79",
-                "sha256:8ad8c4783bf61ded74527bffb48ed9b54166685e4230386a9ed9b1279e2df5b1"
+                "sha256:a98a201d6de3f2ab3db284e70a33b0f896fbf35f8086594e8c9e74b909058d53",
+                "sha256:c3858660960c984d6ab0ebad691265180da2b43f07e061c0f8dca9ef3cffd328",
+                "sha256:cce6a7477ed816bd2542d03d53db9f0db935dd013b70f336a95c73979289f248"
             ],
             "markers": "python_version < '3.4'",
-            "version": "==1.1.6"
+            "version": "==1.1.10"
         },
         "funcsigs": {
             "hashes": [
@@ -134,51 +155,64 @@
                 "sha256:49b3f5b064b6e3afc3316421a3f25f66c137ae88f068abbf72830170033c5e16",
                 "sha256:7e033af76a5e35f58e56da7a91e687706faf4e7bdfb2cbc3f2cca6b9bcda9794"
             ],
-            "markers": "python_version < '3.2'",
+            "markers": "python_version == '2.7' and python_version < '3.2'",
             "version": "==3.3.0"
         },
+        "idna": {
+            "hashes": [
+                "sha256:b307872f855b18632ce0c21c5e45be78c0ea7ae4c15c828c20788b26921eb3f6",
+                "sha256:b97d804b1e9b523befed77c48dacec60e6dcb0b5391d57af6a65a312a90648c0"
+            ],
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
+            "version": "==2.10"
+        },
         "importlib-metadata": {
             "hashes": [
-                "sha256:aa18d7378b00b40847790e7c27e11673d7fed219354109d0e7b9e5b25dc3ad26",
-                "sha256:d5f18a79777f3aa179c145737780282e27b508fc8fd688cb17c7a813e8bd39af"
+                "sha256:b8de9eff2b35fb037368f28a7df1df4e6436f578fa74423505b6c6a778d5b5dd",
+                "sha256:c2d6341ff566f609e89a2acb2db190e5e1d23d5409d6cc8d2fe34d72443876d4"
             ],
             "markers": "python_version < '3.8'",
-            "version": "==0.23"
+            "version": "==2.1.1"
         },
         "importlib-resources": {
             "hashes": [
-                "sha256:6e2783b2538bd5a14678284a3962b0660c715e5a0f10243fd5e00a4b5974f50b",
-                "sha256:d3279fd0f6f847cced9f7acc19bd3e5df54d34f93a2e7bb5f238f81545787078"
+                "sha256:0ed250dbd291947d1a298e89f39afcc477d5a6624770503034b72588601bcc05",
+                "sha256:42068585cc5e8c2bf0a17449817401102a5125cbfbb26bb0f43cde1568f6f2df"
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-            "version": "==1.0.2"
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4, 3.5'",
+            "version": "==3.3.1"
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                 "sha256:6e811fcb295968434526407adb8796944f1988c5b65e8139058f2014cbe100fd"
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             "version": "==4.3.21"
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         "jmespath": {
             "hashes": [
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-                "sha256:bde2aef6f44302dfb30320115b17d030798de8c4110e28d5cf6cf91a7a31074c"
+                "sha256:b85d0567b8666149a93172712e68920734333c0ce7e89b78b3e987f71e5ed4f9",
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-            "version": "==0.9.4"
+            "markers": "python_version >= '2.6' and python_version not in '3.0, 3.1, 3.2, 3.3'",
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         "jsonpatch": {
             "hashes": [
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-            "version": "==1.24"
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4'",
+            "version": "==1.32"
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         "jsonpointer": {
             "hashes": [
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-                "sha256:ff379fa021d1b81ab539f5ec467c7745beb1a5671463f9dcc2b2d458bd361c1e"
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-            "version": "==2.0"
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
+            "version": "==2.1"
         },
         "jsonschema": {
             "hashes": [
@@ -187,31 +221,39 @@
             ],
             "version": "==3.2.0"
         },
+        "junit-xml": {
+            "hashes": [
+                "sha256:ec5ca1a55aefdd76d28fcc0b135251d156c7106fa979686a4b48d62b761b4732"
+            ],
+            "version": "==1.9"
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+                "sha256:9d397bf41caad3f489e10774667310d73cb9c4258e9aed94b9ec734b34b495fd",
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+                "sha256:c6938967f8528b3668622a9ed3b31d145fab161a32f5891ea7b84f6b790be05b",
+                "sha256:d1c2676e3d840852a2de7c7d5d76407c772927addff8d742b9808fe0afccebdf",
+                "sha256:d7124f52f3bd259f510651450e18e0fd081ed82f3c08541dffc7b94b883aa981",
+                "sha256:d900d949b707778696fdf01036f58c9876a0d8bfe116e8d220cfd4b15f14e741",
+                "sha256:ebfd274dcd5133e0afae738e6d9da4323c3eb021b3e13052d8cbd0e457b1256e",
+                "sha256:ed361bb83436f117f9917d282a456f9e5009ea12fd6de8742d1a4752c3017e93",
+                "sha256:f5144c75445ae3ca2057faac03fda5a902eff196702b0a24daf1d6ce0650514b"
+            ],
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4, 3.5'",
+            "version": "==1.6.0"
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         "mccabe": {
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@@ -225,15 +267,22 @@
                 "sha256:83657d894c90d5681d62155c82bda9c1187827525880eda8ff5df4ec813437c3",
                 "sha256:d157e52d4e5b938c550f39eb2fd15610db062441a9c2747d3dbfa9298211d0f8"
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+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
             "version": "==3.0.5"
         },
-        "more-itertools": {
+        "monotonic": {
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-            "version": "==5.0.0"
+            "markers": "python_version == '2.7'",
+            "version": "==1.5"
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+        "networkx": {
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@@ -245,55 +294,66 @@
         },
         "pathspec": {
             "hashes": [
-                "sha256:e285ccc8b0785beadd4c18e5708b12bb8fcf529a1e61215b3feff1d1e559ea5c"
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                 "sha256:97a42df23d436c70132971d1dcb9efad2fe5c0c6add55b90161e773caf729300"
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             "version": "==1.9.5"
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+            "markers": "python_version < '3'",
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+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
+            "version": "==2.8.1"
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@@ -314,55 +374,63 @@
         },
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-            "version": "==3.4.0.3"
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+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
+            "version": "==1.15.0"
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         "wrapt": {
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+            "markers": "python_version < '3.8'",
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     "develop": {
@@ -371,40 +439,40 @@
                 "sha256:87de48a92e29cedf7210ffa853d11441e7ad94cb47bacd91b023499b51cbc756",
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-            "version": "==1.6.1"
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-            "markers": "python_version < '3'",
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@@ -412,33 +480,36 @@
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+                "sha256:b579f8acbf2bdd9ea200b1d5dea36abd93cabf56cf626ab9c744a432e15c815f",
+                "sha256:b865b01a2e7f96db0c5d12cfea590f98d8c5ba64ad222300d93ce6ff9138bcad",
+                "sha256:bf34e368e8dd976423396555078def5cfc3039ebc6fc06d1ae2c5a65eebbcde4",
+                "sha256:c6938967f8528b3668622a9ed3b31d145fab161a32f5891ea7b84f6b790be05b",
+                "sha256:d1c2676e3d840852a2de7c7d5d76407c772927addff8d742b9808fe0afccebdf",
+                "sha256:d7124f52f3bd259f510651450e18e0fd081ed82f3c08541dffc7b94b883aa981",
+                "sha256:d900d949b707778696fdf01036f58c9876a0d8bfe116e8d220cfd4b15f14e741",
+                "sha256:ebfd274dcd5133e0afae738e6d9da4323c3eb021b3e13052d8cbd0e457b1256e",
+                "sha256:ed361bb83436f117f9917d282a456f9e5009ea12fd6de8742d1a4752c3017e93",
+                "sha256:f5144c75445ae3ca2057faac03fda5a902eff196702b0a24daf1d6ce0650514b"
+            ],
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4, 3.5'",
+            "version": "==1.6.0"
         },
         "mccabe": {
             "hashes": [
@@ -452,37 +523,37 @@
                 "sha256:367e3d49813d349a905390ac27989eff82ab84958731c5ef0bef867452cfdc42",
                 "sha256:97a42df23d436c70132971d1dcb9efad2fe5c0c6add55b90161e773caf729300"
             ],
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3' and python_version < '3.7'",
             "version": "==1.9.5"
         },
         "rope": {
             "hashes": [
-                "sha256:6b728fdc3e98a83446c27a91fc5d56808a004f8beab7a31ab1d7224cecc7d969",
-                "sha256:c5c5a6a87f7b1a2095fb311135e2a3d1f194f5ecb96900fdd0a9100881f48aaf",
-                "sha256:f0dcf719b63200d492b85535ebe5ea9b29e0d0b8aebeb87fe03fc1a65924fdaf"
+                "sha256:786b5c38c530d4846aa68a42604f61b4e69a493390e3ca11b88df0fbfdc3ed04"
             ],
             "index": "pypi",
-            "version": "==0.14.0"
+            "version": "==0.18.0"
         },
         "singledispatch": {
             "hashes": [
-                "sha256:5b06af87df13818d14f08a028e42f566640aef80805c3b50c5056b086e3c2b9c",
-                "sha256:833b46966687b3de7f438c761ac475213e53b306740f1abfaa86e1d1aae56aa8"
+                "sha256:58b46ce1cc4d43af0aac3ac9a047bdb0f44e05f0b2fa2eec755863331700c865",
+                "sha256:85c97f94c8957fa4e6dab113156c182fb346d56d059af78aad710bced15f16fb"
             ],
             "markers": "python_version < '3.4'",
-            "version": "==3.4.0.3"
+            "version": "==3.6.1"
         },
         "six": {
             "hashes": [
-                "sha256:1f1b7d42e254082a9db6279deae68afb421ceba6158efa6131de7b3003ee93fd",
-                "sha256:30f610279e8b2578cab6db20741130331735c781b56053c59c4076da27f06b66"
+                "sha256:30639c035cdb23534cd4aa2dd52c3bf48f06e5f4a941509c8bafd8ce11080259",
+                "sha256:8b74bedcbbbaca38ff6d7491d76f2b06b3592611af620f8426e82dddb04a5ced"
             ],
-            "version": "==1.13.0"
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
+            "version": "==1.15.0"
         },
         "wrapt": {
             "hashes": [
-                "sha256:565a021fd19419476b9362b05eeaa094178de64f8361e44468f9e9d7843901e1"
+                "sha256:b62ffa81fb85f4332a4f609cab4ac40709470da05643a082ec1eb88e6d9b97d7"
             ],
-            "version": "==1.11.2"
+            "version": "==1.12.1"
         }
     }
 }
diff --git a/efopen/newrelic_interface.py b/efopen/newrelic_interface.py
index ac607df..7592a8a 100644
--- a/efopen/newrelic_interface.py
+++ b/efopen/newrelic_interface.py
@@ -2,10 +2,21 @@
 import logging
 
 import requests
+from tenacity import (
+  retry,
+  retry_if_exception,
+  stop_after_attempt,
+  wait_exponential,
+)
 
 logger = logging.getLogger(__name__)
 
 
+def check_5xx_exception(ex):
+  return isinstance(ex, requests.exceptions.HTTPError) and ex.response.status_code > 500
+
+exponential_retry_on_5xx = retry(retry=retry_if_exception(check_5xx_exception), stop=stop_after_attempt(5), wait=wait_exponential(min=2, max=10))
+
 class AlertPolicy(object):
 
   def __init__(self, env, service):
@@ -83,6 +94,7 @@ def __init__(self, admin_token):
     self.refresh_alert_policies()
     self.refresh_notification_channels()
 
+  @exponential_retry_on_5xx
   def iterative_get(self, endpoint_url, response_key, params=None):
     params = params if params else {}
     response = []
@@ -128,6 +140,7 @@ def alert_policy_exists(self, policy_name):
     if next((policy for policy in self.all_alert_policies if policy['name'] == policy_name), False):
       return True
 
+  @exponential_retry_on_5xx
   def create_alert_policy(self, policy_name):
     """Creates an alert policy in NewRelic"""
     policy_data = { 'policy': { 'incident_preference': 'PER_POLICY', 'name': policy_name } }
@@ -141,6 +154,7 @@ def create_alert_policy(self, policy_name):
     self.refresh_alert_policies()
     return policy_id
 
+  @exponential_retry_on_5xx
   def add_policy_channels(self, policy_id, channel_ids):
     payload = { 'policy_id': policy_id, 'channel_ids': channel_ids}
     put_channels = requests.put(
@@ -152,6 +166,7 @@ def add_policy_channels(self, policy_id, channel_ids):
     put_channels.raise_for_status()
     return
 
+  @exponential_retry_on_5xx
   def delete_policy_channel(self, policy_id, channel_id):
     payload = {'policy_id': policy_id, 'channel_id': channel_id}
     delete_channel = requests.delete(
@@ -163,6 +178,7 @@ def delete_policy_channel(self, policy_id, channel_id):
     delete_channel.raise_for_status()
     return
 
+  @exponential_retry_on_5xx
   def create_alert_condition(self, condition):
     add_condition = requests.post(
       url='https://infra-api.newrelic.com/v2/alerts/conditions',
@@ -181,6 +197,7 @@ def get_policy_alert_conditions(self, policy_id):
       params={'policy_id': policy_id}
     )
 
+  @exponential_retry_on_5xx
   def delete_policy_alert_condition(self, condition_id):
     delete_condition = requests.delete(
       url='https://infra-api.newrelic.com/v2/alerts/conditions/{}'.format(condition_id),
@@ -190,6 +207,7 @@ def delete_policy_alert_condition(self, condition_id):
     delete_condition.raise_for_status()
     return
 
+  @exponential_retry_on_5xx
   def create_alert_nrql_condition(self, policy_id, condition):
     add_condition = requests.post(
       url='https://api.newrelic.com/v2/alerts_nrql_conditions/policies/{}.json'.format(policy_id),
@@ -208,6 +226,7 @@ def get_policy_alert_nrql_conditions(self, policy_id):
       params={'policy_id': policy_id}
     )
 
+  @exponential_retry_on_5xx
   def put_policy_alert_nrql_condition(self, condition_id, condition):
     put_condition = requests.put(
       url='https://api.newrelic.com/v2/alerts_nrql_conditions/{}.json'.format(condition_id),
@@ -220,6 +239,7 @@ def put_policy_alert_nrql_condition(self, condition_id, condition):
     return
 
 
+  @exponential_retry_on_5xx
   def create_alert_apm_condition(self, policy_id, condition):
     add_condition = requests.post(
       url='https://api.newrelic.com/v2/alerts_conditions/policies/{}.json'.format(policy_id),
@@ -238,6 +258,7 @@ def get_policy_alert_apm_conditions(self, policy_id):
       params={'policy_id': policy_id}
     )
 
+  @exponential_retry_on_5xx
   def put_policy_alert_apm_condition(self, condition_id, condition):
     put_condition = requests.put(
       url='https://api.newrelic.com/v2/alerts_conditions/{}.json'.format(condition_id),
@@ -256,6 +277,7 @@ def get_applications(self, application_name=''):
       params={'filter[name]': application_name}
     )
 
+  @exponential_retry_on_5xx
   def create_alert_channel(self, name, channel_type, configuration):
     create_channel = requests.post(
       url='https://api.newrelic.com/v2/alerts_channels.json',
diff --git a/setup.py b/setup.py
index 3884666..918f4b7 100644
--- a/setup.py
+++ b/setup.py
@@ -23,6 +23,7 @@ def readme():
         'PyYAML<=5.3.1',
         'cfn-lint',
         'requests<=2.25.1',
+        'tenacity==7.0.0',
         'yamllint<=1.25.0'
     ],
     extras_require={