diff --git a/ruma-events/CHANGELOG.md b/ruma-events/CHANGELOG.md
index 6879aab1..fa1a3486 100644
--- a/ruma-events/CHANGELOG.md
+++ b/ruma-events/CHANGELOG.md
@@ -38,6 +38,12 @@ Improvements:
   * `MessageEventContent::text_html`
   * `MessageEventContent::notice_plain`
   * `MessageEventContent::notice_html`
+* Add policy rule entities:
+  * `policy::rule::room`
+  * `policy::rule::server`
+  * `policy::rule::user`
+* Add policy rule recommendation:
+  * `Recommendation::Ban`
 
 # 0.21.3
 
diff --git a/ruma-events/src/enums.rs b/ruma-events/src/enums.rs
index cbd6975e..fb9fd1a6 100644
--- a/ruma-events/src/enums.rs
+++ b/ruma-events/src/enums.rs
@@ -48,6 +48,9 @@ event_enum! {
     /// Any state event.
     kind: State,
     events: [
+        "m.policy.rule.room",
+        "m.policy.rule.server",
+        "m.policy.rule.user",
         "m.room.aliases",
         "m.room.avatar",
         "m.room.canonical_alias",
diff --git a/ruma-events/src/event_type.rs b/ruma-events/src/event_type.rs
index 751e6ab4..21e8e721 100644
--- a/ruma-events/src/event_type.rs
+++ b/ruma-events/src/event_type.rs
@@ -55,6 +55,15 @@ pub enum EventType {
     /// m.ignored_user_list
     IgnoredUserList,
 
+    /// m.policy.rule.room
+    PolicyRuleRoom,
+
+    /// m.policy.rule.server
+    PolicyRuleServer,
+
+    /// m.policy.rule.user
+    PolicyRuleUser,
+
     /// m.presence
     Presence,
 
@@ -162,6 +171,9 @@ impl EventType {
             EventType::KeyVerificationRequest => "m.key.verification.request",
             EventType::KeyVerificationStart => "m.key.verification.start",
             EventType::IgnoredUserList => "m.ignored_user_list",
+            EventType::PolicyRuleRoom => "m.policy.rule.room",
+            EventType::PolicyRuleServer => "m.policy.rule.server",
+            EventType::PolicyRuleUser => "m.policy.rule.user",
             EventType::Presence => "m.presence",
             EventType::PushRules => "m.push_rules",
             EventType::Receipt => "m.receipt",
@@ -222,6 +234,9 @@ where
             "m.key.verification.request" => EventType::KeyVerificationRequest,
             "m.key.verification.start" => EventType::KeyVerificationStart,
             "m.ignored_user_list" => EventType::IgnoredUserList,
+            "m.policy.rule.room" => EventType::PolicyRuleRoom,
+            "m.policy.rule.server" => EventType::PolicyRuleServer,
+            "m.policy.rule.user" => EventType::PolicyRuleUser,
             "m.presence" => EventType::Presence,
             "m.push_rules" => EventType::PushRules,
             "m.receipt" => EventType::Receipt,
@@ -286,6 +301,9 @@ mod tests {
         serde_json_eq(EventType::KeyVerificationRequest, json!("m.key.verification.request"));
         serde_json_eq(EventType::KeyVerificationStart, json!("m.key.verification.start"));
         serde_json_eq(EventType::IgnoredUserList, json!("m.ignored_user_list"));
+        serde_json_eq(EventType::PolicyRuleRoom, json!("m.policy.rule.room"));
+        serde_json_eq(EventType::PolicyRuleServer, json!("m.policy.rule.server"));
+        serde_json_eq(EventType::PolicyRuleUser, json!("m.policy.rule.user"));
         serde_json_eq(EventType::Presence, json!("m.presence"));
         serde_json_eq(EventType::PushRules, json!("m.push_rules"));
         serde_json_eq(EventType::Receipt, json!("m.receipt"));
diff --git a/ruma-events/src/lib.rs b/ruma-events/src/lib.rs
index 69688199..e9677d29 100644
--- a/ruma-events/src/lib.rs
+++ b/ruma-events/src/lib.rs
@@ -167,6 +167,7 @@ pub mod fully_read;
 pub mod ignored_user_list;
 pub mod key;
 pub mod pdu;
+pub mod policy;
 pub mod presence;
 pub mod push_rules;
 pub mod receipt;
diff --git a/ruma-events/src/policy.rs b/ruma-events/src/policy.rs
new file mode 100644
index 00000000..d58e3b2b
--- /dev/null
+++ b/ruma-events/src/policy.rs
@@ -0,0 +1,3 @@
+//! Modules for events in the *m.policy* namespace.
+
+pub mod rule;
diff --git a/ruma-events/src/policy/rule.rs b/ruma-events/src/policy/rule.rs
new file mode 100644
index 00000000..fe7f3c39
--- /dev/null
+++ b/ruma-events/src/policy/rule.rs
@@ -0,0 +1,60 @@
+//! Modules and types for events in the *m.policy.rule* namespace.
+
+use std::fmt::{Display, Formatter, Result as FmtResult};
+
+use serde::{Deserialize, Serialize};
+
+pub mod room;
+pub mod server;
+pub mod user;
+
+/// The payload for policy rule events.
+#[derive(Clone, Debug, Deserialize, Serialize)]
+#[cfg_attr(not(feature = "unstable-exhaustive-types"), non_exhaustive)]
+pub struct PolicyRuleEventContent {
+    /// The entity affected by this rule. Glob characters * and ? can be used to match zero or more and one or more characters respectively.
+    pub entity: String,
+
+    /// The suggested action to take.
+    pub recommendation: Recommendation,
+
+    /// The human-readable description for the recommendation.
+    pub reason: String,
+}
+
+impl PolicyRuleEventContent {
+    /// Creates a new `PolicyRuleEventContent` with the given entity, recommendation and reason.
+    pub fn new(entity: String, recommendation: Recommendation, reason: String) -> Self {
+        Self { entity, recommendation, reason }
+    }
+}
+
+/// Rules recommendations
+#[derive(Clone, Debug, Deserialize, Serialize)]
+#[cfg_attr(not(feature = "unstable-exhaustive-types"), non_exhaustive)]
+pub enum Recommendation {
+    /// Entities affected by the rule should be banned from participation where possible.
+    #[serde(rename = "m.ban")]
+    Ban,
+}
+
+impl Recommendation {
+    /// Creates a string slice from this `Recommendation`.
+    pub fn as_str(&self) -> &str {
+        match *self {
+            Recommendation::Ban => "m.ban",
+        }
+    }
+}
+
+impl Display for Recommendation {
+    fn fmt(&self, f: &mut Formatter<'_>) -> FmtResult {
+        f.write_str(self.as_str())
+    }
+}
+
+impl From<Recommendation> for String {
+    fn from(recommendation: Recommendation) -> String {
+        recommendation.to_string()
+    }
+}
diff --git a/ruma-events/src/policy/rule/room.rs b/ruma-events/src/policy/rule/room.rs
new file mode 100644
index 00000000..75bb4685
--- /dev/null
+++ b/ruma-events/src/policy/rule/room.rs
@@ -0,0 +1,88 @@
+//! Types for the *m.policy.rule.room* event.
+
+use ruma_events_macros::StateEventContent;
+use serde::{Deserialize, Serialize};
+
+use crate::{policy::rule::PolicyRuleEventContent, StateEvent};
+
+/// This event type is used to apply rules to room entities.
+pub type RoomEvent = StateEvent<RoomEventContent>;
+
+/// The payload for `RoomEvent`.
+#[derive(Clone, Debug, Deserialize, Serialize, StateEventContent)]
+#[ruma_event(type = "m.policy.rule.room")]
+pub struct RoomEventContent(pub PolicyRuleEventContent);
+
+#[cfg(test)]
+mod tests {
+    use std::time::{Duration, UNIX_EPOCH};
+
+    use ruma_common::Raw;
+    use ruma_identifiers::{event_id, room_id, user_id};
+    use serde_json::{from_value as from_json_value, json, to_value as to_json_value};
+
+    use super::{RoomEvent, RoomEventContent};
+    use crate::{
+        policy::rule::{PolicyRuleEventContent, Recommendation},
+        Unsigned,
+    };
+
+    #[test]
+    fn serialization() {
+        let room_event = RoomEvent {
+            event_id: event_id!("$143273582443PhrSn:example.org"),
+            sender: user_id!("@example:example.org"),
+            origin_server_ts: UNIX_EPOCH + Duration::from_millis(1_432_735_824_653),
+            room_id: room_id!("!jEsUZKDJdhlrceRyVU:example.org"),
+            state_key: "rule:#*:example.org".into(),
+            prev_content: None,
+            unsigned: Unsigned { age: Some(1234.into()), transaction_id: None },
+            content: RoomEventContent(PolicyRuleEventContent {
+                entity: "#*:example.org".into(),
+                reason: "undesirable content".into(),
+                recommendation: Recommendation::Ban,
+            }),
+        };
+
+        let json = json!({
+            "content": {
+                "entity": "#*:example.org",
+                "reason": "undesirable content",
+                "recommendation": "m.ban"
+            },
+            "event_id": "$143273582443PhrSn:example.org",
+            "origin_server_ts": 1432735824653u64,
+            "room_id": "!jEsUZKDJdhlrceRyVU:example.org",
+            "sender": "@example:example.org",
+            "state_key": "rule:#*:example.org",
+            "type": "m.policy.rule.room",
+            "unsigned": {
+                "age": 1234
+            }
+        });
+
+        assert_eq!(to_json_value(room_event).unwrap(), json);
+    }
+
+    #[test]
+    fn deserialization() {
+        let json = json!({
+            "content": {
+                "entity": "#*:example.org",
+                "reason": "undesirable content",
+                "recommendation": "m.ban"
+            },
+            "event_id": "$143273582443PhrSn:example.org",
+            "origin_server_ts": 1432735824653u64,
+            "room_id": "!jEsUZKDJdhlrceRyVU:example.org",
+            "sender": "@example:example.org",
+            "state_key": "rule:#*:example.org",
+            "type": "m.policy.rule.room",
+            "unsigned": {
+                "age": 1234
+            }
+        });
+
+        assert!(from_json_value::<Raw<RoomEvent>>(json).unwrap().deserialize().is_ok());
+    }
+}
diff --git a/ruma-events/src/policy/rule/server.rs b/ruma-events/src/policy/rule/server.rs
new file mode 100644
index 00000000..753beed3
--- /dev/null
+++ b/ruma-events/src/policy/rule/server.rs
@@ -0,0 +1,14 @@
+//! Types for the *m.policy.rule.server* event.
+
+use ruma_events_macros::StateEventContent;
+use serde::{Deserialize, Serialize};
+
+use crate::{policy::rule::PolicyRuleEventContent, StateEvent};
+
+/// This event type is used to apply rules to server entities.
+pub type ServerEvent = StateEvent<ServerEventContent>;
+
+/// The payload for `ServerEvent`.
+#[derive(Clone, Debug, Deserialize, Serialize, StateEventContent)]
+#[ruma_event(type = "m.policy.rule.server")]
+pub struct ServerEventContent(pub PolicyRuleEventContent);
diff --git a/ruma-events/src/policy/rule/user.rs b/ruma-events/src/policy/rule/user.rs
new file mode 100644
index 00000000..ceff6de8
--- /dev/null
+++ b/ruma-events/src/policy/rule/user.rs
@@ -0,0 +1,14 @@
+//! Types for the *m.policy.rule.user* event.
+
+use ruma_events_macros::StateEventContent;
+use serde::{Deserialize, Serialize};
+
+use crate::{policy::rule::PolicyRuleEventContent, StateEvent};
+
+/// This event type is used to apply rules to user entities.
+pub type UserEvent = StateEvent<UserEventContent>;
+
+/// The payload for `UserEvent`.
+#[derive(Clone, Debug, Deserialize, Serialize, StateEventContent)]
+#[ruma_event(type = "m.policy.rule.user")]
+pub struct UserEventContent(pub PolicyRuleEventContent);
diff --git a/ruma-events/src/push_rules.rs b/ruma-events/src/push_rules.rs
index 1dcecc23..01812ec1 100644
--- a/ruma-events/src/push_rules.rs
+++ b/ruma-events/src/push_rules.rs
@@ -1,4 +1,4 @@
-//! Types for the the *m.push_rules* event.
+//! Types for the *m.push_rules* event.
 
 use ruma_common::push::Ruleset;
 use ruma_events_macros::BasicEventContent;