diff --git a/indexer/service/protocol/Cargo.toml b/indexer/service/protocol/Cargo.toml
index 2ee61b74..6b7c41a5 100644
--- a/indexer/service/protocol/Cargo.toml
+++ b/indexer/service/protocol/Cargo.toml
@@ -8,6 +8,7 @@ license = { workspace = true }
 workspace = true
 
 [dependencies]
+chrono = { workspace = true }
 nssa_core = { workspace = true, optional = true, features = ["host"] }
 nssa = { workspace = true, optional = true }
 common = { workspace = true, optional = true }
diff --git a/indexer/service/protocol/src/lib.rs b/indexer/service/protocol/src/lib.rs
index d554267e..503d6187 100644
--- a/indexer/service/protocol/src/lib.rs
+++ b/indexer/service/protocol/src/lib.rs
@@ -303,11 +303,12 @@ pub struct Nullifier(
 );
 
 #[derive(Debug, Copy, Clone, PartialEq, Eq, Hash, Serialize, Deserialize, JsonSchema)]
-pub struct ValidityWindow(pub (Option<BlockId>, Option<BlockId>));
+#[serde(transparent)]
+pub struct ValidityWindow<T = BlockId>(pub (Option<T>, Option<T>));
 
-impl Display for ValidityWindow {
+impl<T: Display> Display for ValidityWindow<T> {
     fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
-        match self.0 {
+        match &self.0 {
             (Some(start), Some(end)) => write!(f, "[{start}, {end})"),
             (Some(start), None) => write!(f, "[{start}, \u{221e})"),
             (None, Some(end)) => write!(f, "(-\u{221e}, {end})"),
@@ -316,6 +317,26 @@ impl Display for ValidityWindow {
     }
 }
 
+impl ValidityWindow<BlockId> {
+    /// Convert to a UTC datetime window given a block-to-timestamp mapping.
+    pub fn to_datetime_window<F>(
+        &self,
+        block_to_timestamp_ms: F,
+    ) -> ValidityWindow<chrono::DateTime<chrono::Utc>>
+    where
+        F: Fn(BlockId) -> Option<u64>,
+    {
+        let convert = |id: &BlockId| {
+            block_to_timestamp_ms(*id)
+                .and_then(|ms| chrono::DateTime::from_timestamp_millis(ms as i64))
+        };
+        ValidityWindow((
+            self.0.0.as_ref().and_then(&convert),
+            self.0.1.as_ref().and_then(&convert),
+        ))
+    }
+}
+
 #[derive(Debug, Copy, Clone, PartialEq, Eq, Hash, Serialize, Deserialize, JsonSchema)]
 pub struct CommitmentSetDigest(
     #[serde(with = "base64::arr")]