diff --git a/package/etc/conf.d/conflib/_splunk/ai_parser.conf b/package/etc/conf.d/conflib/_splunk/ai_parser.conf
new file mode 100644
index 0000000000..67062d5a5b
--- /dev/null
+++ b/package/etc/conf.d/conflib/_splunk/ai_parser.conf
@@ -0,0 +1,5 @@
+parser p_ai_importance_parser {
+    python(
+        class("parser_ai.AIImportanceParser")
+    );
+};
\ No newline at end of file
diff --git a/package/etc/conf.d/conflib/_splunk/splunkfields.conf b/package/etc/conf.d/conflib/_splunk/splunkfields.conf
index cd100f9c41..9857cf0345 100644
--- a/package/etc/conf.d/conflib/_splunk/splunkfields.conf
+++ b/package/etc/conf.d/conflib/_splunk/splunkfields.conf
@@ -12,6 +12,7 @@ rewrite r_set_splunk_default {
             set($LOGHOST, value("fields.sc4s_container") condition(match('container' template('`SC4S_DEST_SPLUNK_INDEXED_FIELDS`') type(string) flags(substring)) ));
             set($SOURCEIP, value("fields.sc4s_fromhostip") condition(match('fromhostip' template('`SC4S_DEST_SPLUNK_INDEXED_FIELDS`') type(string) flags(substring)) ));
             set($R_UNIXTIME, value("fields.sc4s_recv_time") condition(match('r_unixtime' template('`SC4S_DEST_SPLUNK_INDEXED_FIELDS`') type(string) flags(substring)) ));
+            set($IMPORTANCE, value("fields.sc4s_importance") condition(match('importance' template('`SC4S_DEST_SPLUNK_INDEXED_FIELDS`') type(string) flags(substring)) ));
         };
 
         if ("$PROTO" == 6) {
diff --git a/package/etc/conf.d/sources/source_syslog/plugin.jinja b/package/etc/conf.d/sources/source_syslog/plugin.jinja
index b382d11856..55611b0e81 100644
--- a/package/etc/conf.d/sources/source_syslog/plugin.jinja
+++ b/package/etc/conf.d/sources/source_syslog/plugin.jinja
@@ -301,6 +301,8 @@ source s_{{ port_id }} {
             };
         {%- endif %}
 
+        parser(p_ai_importance_parser);
+
         rewrite {
             set($FACILITY, value("fields.sc4s_syslog_facility") condition(match('facility' template('`SC4S_DEST_SPLUNK_INDEXED_FIELDS`') type(string) flags(substring))));
             set($LEVEL, value("fields.sc4s_syslog_severity") condition(match('severity' template('`SC4S_DEST_SPLUNK_INDEXED_FIELDS`') type(string) flags(substring)) ));
@@ -500,6 +502,8 @@ source s_{{ port_id }} {
             };
         {%- endif %}
 
+        parser(p_ai_importance_parser);
+
         rewrite {
             set($FACILITY, value("fields.sc4s_syslog_facility") condition(match('facility' template('`SC4S_DEST_SPLUNK_INDEXED_FIELDS`') type(string) flags(substring))));
             set($LEVEL, value("fields.sc4s_syslog_severity") condition(match('severity' template('`SC4S_DEST_SPLUNK_INDEXED_FIELDS`') type(string) flags(substring)) ));
diff --git a/package/etc/pylib/parser_ai.py b/package/etc/pylib/parser_ai.py
new file mode 100644
index 0000000000..66e61a6425
--- /dev/null
+++ b/package/etc/pylib/parser_ai.py
@@ -0,0 +1,44 @@
+from openai import OpenAI
+
+try:
+    import syslogng
+    from syslogng import LogParser
+except Exception:
+    class LogParser:
+        pass
+
+
+class AIImportanceParser(LogParser):
+    def init(self, options):
+        self.client = OpenAI()
+        return True
+
+    def parse(self, log_message):
+        """
+        Label logs as `critical`, `important`, `neutral`, or `noise`.
+        """
+        try:
+            completion = self.client.chat.completions.create(
+                model="gpt-4o-mini",
+                messages=[
+                    {
+                        "role": "system",
+                        "content": "You are a log importance tagger. You can return only one of the following tags: `critical`, `important`, `neutral`, or `noise`. Always return a tag and only one tag."
+                    },
+                    {
+                        "role": "user",
+                        "content": f"{log_message['MESSAGE']}"
+                    }
+                ]
+            )
+
+            tag = completion.choices[0].message.content
+            if tag not in ['critical', 'important', 'neutral', 'noise']:
+                return False
+            log_message['IMPORTANCE'] = tag
+
+        except:
+            return False
+        
+        # return True, other way message is dropped
+        return True
\ No newline at end of file
diff --git a/package/sbin/entrypoint.sh b/package/sbin/entrypoint.sh
index ca7ec01542..63a40fbfc0 100755
--- a/package/sbin/entrypoint.sh
+++ b/package/sbin/entrypoint.sh
@@ -18,7 +18,7 @@ export SC4S_CLEAR_NAME_CACHE=${SC4S_CLEAR_NAME_CACHE:=no}
 
 export SC4S_DEFAULT_TIMEZONE=${SC4S_DEFAULT_TIMEZONE:=GMT}
 export SC4S_LISTEN_CHECKPOINT_SPLUNK_NOISE_CONTROL_SECONDS=${SC4S_LISTEN_CHECKPOINT_SPLUNK_NOISE_CONTROL_SECONDS:=2}
-export SC4S_DEST_SPLUNK_INDEXED_FIELDS=${SC4S_DEST_SPLUNK_INDEXED_FIELDS:=r_unixtime,facility,container,loghost,destport,fromhostip,proto,severity}
+export SC4S_DEST_SPLUNK_INDEXED_FIELDS=${SC4S_DEST_SPLUNK_INDEXED_FIELDS:=r_unixtime,facility,container,loghost,destport,fromhostip,proto,severity,importance}
 
 export SC4S_OPTION_FORTINET_SOURCETYPE_PREFIX=${SC4S_OPTION_FORTINET_SOURCETYPE_PREFIX:=fgt}
 
diff --git a/poetry.lock b/poetry.lock
index 9a6f8bfdba..121a632b11 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,5 +1,38 @@
 # This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand.
 
+[[package]]
+name = "annotated-types"
+version = "0.7.0"
+description = "Reusable constraint types to use with typing.Annotated"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "annotated_types-0.7.0-py3-none-any.whl", hash = "sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53"},
+    {file = "annotated_types-0.7.0.tar.gz", hash = "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89"},
+]
+
+[[package]]
+name = "anyio"
+version = "4.6.0"
+description = "High level compatibility layer for multiple asynchronous event loop implementations"
+optional = false
+python-versions = ">=3.9"
+files = [
+    {file = "anyio-4.6.0-py3-none-any.whl", hash = "sha256:c7d2e9d63e31599eeb636c8c5c03a7e108d73b345f064f1c19fdc87b79036a9a"},
+    {file = "anyio-4.6.0.tar.gz", hash = "sha256:137b4559cbb034c477165047febb6ff83f390fc3b20bf181c1fc0a728cb8beeb"},
+]
+
+[package.dependencies]
+exceptiongroup = {version = ">=1.0.2", markers = "python_version < \"3.11\""}
+idna = ">=2.8"
+sniffio = ">=1.1"
+typing-extensions = {version = ">=4.1", markers = "python_version < \"3.11\""}
+
+[package.extras]
+doc = ["Sphinx (>=7.4,<8.0)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme"]
+test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (>=0.21.0b1)"]
+trio = ["trio (>=0.26.1)"]
+
 [[package]]
 name = "arrow"
 version = "1.3.0"
@@ -250,6 +283,17 @@ files = [
     {file = "distlib-0.3.8.tar.gz", hash = "sha256:1530ea13e350031b6312d8580ddb6b27a104275a31106523b8f123787f494f64"},
 ]
 
+[[package]]
+name = "distro"
+version = "1.9.0"
+description = "Distro - an OS platform information API"
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "distro-1.9.0-py3-none-any.whl", hash = "sha256:7bffd925d65168f85027d8da9af6bddab658135b840670a223589bc0c8ef02b2"},
+    {file = "distro-1.9.0.tar.gz", hash = "sha256:2fa77c6fd8940f116ee1d6b94a2f90b13b5ea8d019b98bc8bafdcabcdd9bdbed"},
+]
+
 [[package]]
 name = "exceptiongroup"
 version = "1.2.2"
@@ -338,6 +382,63 @@ python-dateutil = ">=2.8.1"
 [package.extras]
 dev = ["flake8", "markdown", "twine", "wheel"]
 
+[[package]]
+name = "h11"
+version = "0.14.0"
+description = "A pure-Python, bring-your-own-I/O implementation of HTTP/1.1"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "h11-0.14.0-py3-none-any.whl", hash = "sha256:e3fe4ac4b851c468cc8363d500db52c2ead036020723024a109d37346efaa761"},
+    {file = "h11-0.14.0.tar.gz", hash = "sha256:8f19fbbe99e72420ff35c00b27a34cb9937e902a8b810e2c88300c6f0a3b699d"},
+]
+
+[[package]]
+name = "httpcore"
+version = "1.0.5"
+description = "A minimal low-level HTTP client."
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "httpcore-1.0.5-py3-none-any.whl", hash = "sha256:421f18bac248b25d310f3cacd198d55b8e6125c107797b609ff9b7a6ba7991b5"},
+    {file = "httpcore-1.0.5.tar.gz", hash = "sha256:34a38e2f9291467ee3b44e89dd52615370e152954ba21721378a87b2960f7a61"},
+]
+
+[package.dependencies]
+certifi = "*"
+h11 = ">=0.13,<0.15"
+
+[package.extras]
+asyncio = ["anyio (>=4.0,<5.0)"]
+http2 = ["h2 (>=3,<5)"]
+socks = ["socksio (==1.*)"]
+trio = ["trio (>=0.22.0,<0.26.0)"]
+
+[[package]]
+name = "httpx"
+version = "0.27.2"
+description = "The next generation HTTP client."
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "httpx-0.27.2-py3-none-any.whl", hash = "sha256:7bb2708e112d8fdd7829cd4243970f0c223274051cb35ee80c03301ee29a3df0"},
+    {file = "httpx-0.27.2.tar.gz", hash = "sha256:f7c2be1d2f3c3c3160d441802406b206c2b76f5947b11115e6df10c6c65e66c2"},
+]
+
+[package.dependencies]
+anyio = "*"
+certifi = "*"
+httpcore = "==1.*"
+idna = "*"
+sniffio = "*"
+
+[package.extras]
+brotli = ["brotli", "brotlicffi"]
+cli = ["click (==8.*)", "pygments (==2.*)", "rich (>=10,<14)"]
+http2 = ["h2 (>=3,<5)"]
+socks = ["socksio (==1.*)"]
+zstd = ["zstandard (>=0.18.0)"]
+
 [[package]]
 name = "identify"
 version = "2.6.1"
@@ -454,6 +555,76 @@ files = [
 arrow = "*"
 jinja2 = "*"
 
+[[package]]
+name = "jiter"
+version = "0.5.0"
+description = "Fast iterable JSON parser."
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "jiter-0.5.0-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:b599f4e89b3def9a94091e6ee52e1d7ad7bc33e238ebb9c4c63f211d74822c3f"},
+    {file = "jiter-0.5.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:2a063f71c4b06225543dddadbe09d203dc0c95ba352d8b85f1221173480a71d5"},
+    {file = "jiter-0.5.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:acc0d5b8b3dd12e91dd184b87273f864b363dfabc90ef29a1092d269f18c7e28"},
+    {file = "jiter-0.5.0-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:c22541f0b672f4d741382a97c65609332a783501551445ab2df137ada01e019e"},
+    {file = "jiter-0.5.0-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:63314832e302cc10d8dfbda0333a384bf4bcfce80d65fe99b0f3c0da8945a91a"},
+    {file = "jiter-0.5.0-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:a25fbd8a5a58061e433d6fae6d5298777c0814a8bcefa1e5ecfff20c594bd749"},
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+    {file = "pydantic_core-2.23.4-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:aea443fffa9fbe3af1a9ba721a87f926fe548d32cab71d188a6ede77d0ff244e"},
+    {file = "pydantic_core-2.23.4.tar.gz", hash = "sha256:2584f7cf844ac4d970fba483a717dbe10c1c1c96a969bf65d61ffe94df1b2863"},
+]
+
+[package.dependencies]
+typing-extensions = ">=4.6.0,<4.7.0 || >4.7.0"
+
 [[package]]
 name = "pyflakes"
 version = "3.2.0"
@@ -1213,6 +1532,17 @@ files = [
     {file = "six-1.16.0.tar.gz", hash = "sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926"},
 ]
 
+[[package]]
+name = "sniffio"
+version = "1.3.1"
+description = "Sniff out which async library your code is running under"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "sniffio-1.3.1-py3-none-any.whl", hash = "sha256:2f6da418d1f1e0fddd844478f41680e794e6051915791a034ff65e5f100525a2"},
+    {file = "sniffio-1.3.1.tar.gz", hash = "sha256:f4324edc670a0f49750a81b895f35c3adb843cca46f0530f79fc1babb23789dc"},
+]
+
 [[package]]
 name = "splunk-sdk"
 version = "2.0.2"
@@ -1247,6 +1577,26 @@ files = [
     {file = "tomli-2.0.1.tar.gz", hash = "sha256:de526c12914f0c550d15924c62d72abc48d6fe7364aa87328337a31007fe8a4f"},
 ]
 
+[[package]]
+name = "tqdm"
+version = "4.66.5"
+description = "Fast, Extensible Progress Meter"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "tqdm-4.66.5-py3-none-any.whl", hash = "sha256:90279a3770753eafc9194a0364852159802111925aa30eb3f9d85b0e805ac7cd"},
+    {file = "tqdm-4.66.5.tar.gz", hash = "sha256:e1020aef2e5096702d8a025ac7d16b1577279c9d63f8375b63083e9a5f0fcbad"},
+]
+
+[package.dependencies]
+colorama = {version = "*", markers = "platform_system == \"Windows\""}
+
+[package.extras]
+dev = ["pytest (>=6)", "pytest-cov", "pytest-timeout", "pytest-xdist"]
+notebook = ["ipywidgets (>=6)"]
+slack = ["slack-sdk"]
+telegram = ["requests"]
+
 [[package]]
 name = "types-python-dateutil"
 version = "2.9.0.20240906"
@@ -1384,4 +1734,4 @@ type = ["pytest-mypy"]
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.9"
-content-hash = "2be636965a3a2f2b61360e84d9cbefac99001a12845bd961af36a7166843be01"
+content-hash = "baf424b64f7ab18d73a861728fc593bd0071e1b3a90d1937f853d18e0a77c4d7"
diff --git a/pyproject.toml b/pyproject.toml
index f6928ed26f..b9be0116bd 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -13,6 +13,7 @@ requests = "^2.28.1"
 shortuuid = "^1.0.11"
 pyyaml = "6.0.2"
 setuptools = "^73.0.1"
+openai = "^1.50.2"
 
 
 [tool.poetry.group.dev.dependencies]