diff --git a/src/Agent/AutopilotMonitor.Agent/buildcounter.txt b/src/Agent/AutopilotMonitor.Agent/buildcounter.txt
index 67adbdb3..f8c40655 100644
--- a/src/Agent/AutopilotMonitor.Agent/buildcounter.txt
+++ b/src/Agent/AutopilotMonitor.Agent/buildcounter.txt
@@ -1 +1 @@
-724
+725
diff --git a/src/Backend/AutopilotMonitor.Functions.Tests/EventTimestampValidationTests.cs b/src/Backend/AutopilotMonitor.Functions.Tests/EventTimestampValidationTests.cs
new file mode 100644
index 00000000..bd3eeb54
--- /dev/null
+++ b/src/Backend/AutopilotMonitor.Functions.Tests/EventTimestampValidationTests.cs
@@ -0,0 +1,542 @@
+using AutopilotMonitor.Functions.Functions.Ingest;
+using AutopilotMonitor.Functions.Services;
+using AutopilotMonitor.Shared.Models;
+
+namespace AutopilotMonitor.Functions.Tests;
+
+/// <summary>
+/// Tests for timestamp validation and sanitization in the ingest pipeline.
+///
+/// REGRESSION GUARD: Invalid agent-side timestamps (DateTime.MinValue, far-future dates,
+/// clock-skewed values) previously flowed through to RowKey generation, duration calculations,
+/// and Azure Table Storage writes without any validation — causing production issues.
+///
+/// EventTimestampValidator clamps out-of-range timestamps to a safe range while preserving
+/// the original value in OriginalTimestamp for troubleshooting.
+/// </summary>
+public class EventTimestampValidationTests
+{
+    // Fixed reference time for deterministic tests
+    private static readonly DateTime FixedUtcNow = new(2026, 3, 30, 12, 0, 0, DateTimeKind.Utc);
+
+    private static readonly string ValidTenantId = "a1b2c3d4-e5f6-7890-abcd-ef1234567890";
+    private static readonly string ValidSessionId = "b2c3d4e5-f6a7-8901-bcde-f12345678901";
+
+    // =========================================================================
+    // SanitizeTimestamp
+    // =========================================================================
+
+    [Fact]
+    public void SanitizeTimestamp_ValidRecentUtcTimestamp_ReturnsSameValue()
+    {
+        var valid = new DateTime(2026, 3, 15, 10, 30, 0, DateTimeKind.Utc);
+
+        var result = EventTimestampValidator.SanitizeTimestamp(valid, FixedUtcNow);
+
+        Assert.Equal(valid, result);
+    }
+
+    [Fact]
+    public void SanitizeTimestamp_DateTimeMinValue_ClampsToMinReasonable()
+    {
+        var result = EventTimestampValidator.SanitizeTimestamp(DateTime.MinValue, FixedUtcNow);
+
+        Assert.Equal(EventTimestampValidator.MinReasonableTimestamp, result);
+    }
+
+    [Fact]
+    public void SanitizeTimestamp_DateTimeMaxValue_ClampsToUtcNow()
+    {
+        var result = EventTimestampValidator.SanitizeTimestamp(DateTime.MaxValue, FixedUtcNow);
+
+        Assert.Equal(FixedUtcNow, result);
+    }
+
+    [Fact]
+    public void SanitizeTimestamp_FarPast1999_ClampsToMinReasonable()
+    {
+        var farPast = new DateTime(1999, 6, 15, 0, 0, 0, DateTimeKind.Utc);
+
+        var result = EventTimestampValidator.SanitizeTimestamp(farPast, FixedUtcNow);
+
+        Assert.Equal(EventTimestampValidator.MinReasonableTimestamp, result);
+    }
+
+    [Fact]
+    public void SanitizeTimestamp_FarFuture2099_ClampsToUtcNow()
+    {
+        var farFuture = new DateTime(2099, 12, 31, 23, 59, 59, DateTimeKind.Utc);
+
+        var result = EventTimestampValidator.SanitizeTimestamp(farFuture, FixedUtcNow);
+
+        Assert.Equal(FixedUtcNow, result);
+    }
+
+    [Fact]
+    public void SanitizeTimestamp_SlightFutureWithin24h_PassesThrough()
+    {
+        // Agent clock is 2 hours ahead — within tolerance
+        var slightFuture = FixedUtcNow.AddHours(2);
+
+        var result = EventTimestampValidator.SanitizeTimestamp(slightFuture, FixedUtcNow);
+
+        Assert.Equal(slightFuture, result);
+    }
+
+    [Fact]
+    public void SanitizeTimestamp_ExactlyAt24hBoundary_PassesThrough()
+    {
+        var boundary = FixedUtcNow.AddHours(24);
+
+        var result = EventTimestampValidator.SanitizeTimestamp(boundary, FixedUtcNow);
+
+        Assert.Equal(boundary, result);
+    }
+
+    [Fact]
+    public void SanitizeTimestamp_25HoursInFuture_ClampsToUtcNow()
+    {
+        var tooFar = FixedUtcNow.AddHours(25);
+
+        var result = EventTimestampValidator.SanitizeTimestamp(tooFar, FixedUtcNow);
+
+        Assert.Equal(FixedUtcNow, result);
+    }
+
+    [Fact]
+    public void SanitizeTimestamp_LocalKind_ConvertsToUtcThenValidates()
+    {
+        // A recent Local kind timestamp — should be converted to UTC, then pass validation
+        var local = new DateTime(2026, 3, 15, 10, 0, 0, DateTimeKind.Local);
+        var expectedUtc = local.ToUniversalTime();
+
+        var result = EventTimestampValidator.SanitizeTimestamp(local, FixedUtcNow);
+
+        Assert.Equal(DateTimeKind.Utc, result.Kind);
+        Assert.Equal(expectedUtc, result);
+    }
+
+    [Fact]
+    public void SanitizeTimestamp_UnspecifiedKind_TreatedAsUtc()
+    {
+        var unspecified = new DateTime(2026, 3, 15, 10, 0, 0, DateTimeKind.Unspecified);
+
+        var result = EventTimestampValidator.SanitizeTimestamp(unspecified, FixedUtcNow);
+
+        Assert.Equal(DateTimeKind.Utc, result.Kind);
+        Assert.Equal(2026, result.Year);
+        Assert.Equal(3, result.Month);
+        Assert.Equal(15, result.Day);
+    }
+
+    [Fact]
+    public void SanitizeTimestamp_ExactMinBound_PassesThrough()
+    {
+        var result = EventTimestampValidator.SanitizeTimestamp(
+            EventTimestampValidator.MinReasonableTimestamp, FixedUtcNow);
+
+        Assert.Equal(EventTimestampValidator.MinReasonableTimestamp, result);
+    }
+
+    // =========================================================================
+    // IsReasonableTimestamp
+    // =========================================================================
+
+    [Fact]
+    public void IsReasonableTimestamp_ValidDate_ReturnsTrue()
+    {
+        var valid = new DateTime(2026, 3, 15, 10, 0, 0, DateTimeKind.Utc);
+
+        Assert.True(EventTimestampValidator.IsReasonableTimestamp(valid, FixedUtcNow));
+    }
+
+    [Fact]
+    public void IsReasonableTimestamp_MinValue_ReturnsFalse()
+    {
+        Assert.False(EventTimestampValidator.IsReasonableTimestamp(DateTime.MinValue, FixedUtcNow));
+    }
+
+    [Fact]
+    public void IsReasonableTimestamp_MaxValue_ReturnsFalse()
+    {
+        Assert.False(EventTimestampValidator.IsReasonableTimestamp(DateTime.MaxValue, FixedUtcNow));
+    }
+
+    [Fact]
+    public void IsReasonableTimestamp_FarFuture_ReturnsFalse()
+    {
+        var farFuture = new DateTime(2099, 1, 1, 0, 0, 0, DateTimeKind.Utc);
+
+        Assert.False(EventTimestampValidator.IsReasonableTimestamp(farFuture, FixedUtcNow));
+    }
+
+    [Fact]
+    public void IsReasonableTimestamp_JustBeforeMin_ReturnsFalse()
+    {
+        var justBefore = new DateTime(2019, 12, 31, 23, 59, 59, DateTimeKind.Utc);
+
+        Assert.False(EventTimestampValidator.IsReasonableTimestamp(justBefore, FixedUtcNow));
+    }
+
+    // =========================================================================
+    // SafeDurationSeconds
+    // =========================================================================
+
+    [Fact]
+    public void SafeDurationSeconds_NormalRange_ReturnsCorrectDuration()
+    {
+        var start = new DateTime(2026, 3, 30, 10, 0, 0, DateTimeKind.Utc);
+        var end = start.AddSeconds(300);
+
+        Assert.Equal(300, EventTimestampValidator.SafeDurationSeconds(start, end));
+    }
+
+    [Fact]
+    public void SafeDurationSeconds_EndBeforeStart_ReturnsZero()
+    {
+        var start = new DateTime(2026, 3, 30, 10, 5, 0, DateTimeKind.Utc);
+        var end = new DateTime(2026, 3, 30, 10, 0, 0, DateTimeKind.Utc);
+
+        Assert.Equal(0, EventTimestampValidator.SafeDurationSeconds(start, end));
+    }
+
+    [Fact]
+    public void SafeDurationSeconds_MinValueToMaxValue_ClampsToMax()
+    {
+        // This would overflow int if not clamped: ~315 billion seconds
+        var result = EventTimestampValidator.SafeDurationSeconds(DateTime.MinValue, DateTime.MaxValue);
+
+        Assert.Equal(EventTimestampValidator.DefaultMaxDurationSeconds, result);
+    }
+
+    [Fact]
+    public void SafeDurationSeconds_SameTimestamp_ReturnsZero()
+    {
+        var ts = new DateTime(2026, 3, 30, 10, 0, 0, DateTimeKind.Utc);
+
+        Assert.Equal(0, EventTimestampValidator.SafeDurationSeconds(ts, ts));
+    }
+
+    [Fact]
+    public void SafeDurationSeconds_ExceedsMaxDuration_ClampsToMax()
+    {
+        var start = new DateTime(2026, 1, 1, 0, 0, 0, DateTimeKind.Utc);
+        var end = new DateTime(2026, 2, 1, 0, 0, 0, DateTimeKind.Utc); // 31 days apart
+
+        var result = EventTimestampValidator.SafeDurationSeconds(start, end);
+
+        Assert.Equal(EventTimestampValidator.DefaultMaxDurationSeconds, result); // 7 days max
+    }
+
+    [Fact]
+    public void SafeDurationSeconds_CustomMaxDuration_Respected()
+    {
+        var start = new DateTime(2026, 3, 30, 10, 0, 0, DateTimeKind.Utc);
+        var end = start.AddSeconds(500);
+
+        var result = EventTimestampValidator.SafeDurationSeconds(start, end, maxDurationSeconds: 100);
+
+        Assert.Equal(100, result);
+    }
+
+    // =========================================================================
+    // SafeRowKeyTimestamp
+    // =========================================================================
+
+    [Fact]
+    public void SafeRowKeyTimestamp_ValidDate_FormatsCorrectly()
+    {
+        var ts = new DateTime(2026, 3, 30, 14, 25, 30, 123, DateTimeKind.Utc);
+
+        var result = EventTimestampValidator.SafeRowKeyTimestamp(ts, FixedUtcNow);
+
+        Assert.Equal("20260330142530123", result);
+    }
+
+    [Fact]
+    public void SafeRowKeyTimestamp_MinValue_ProducesMinBoundKey()
+    {
+        // DateTime.MinValue must be clamped — never produce "00010101000000000"
+        var result = EventTimestampValidator.SafeRowKeyTimestamp(DateTime.MinValue, FixedUtcNow);
+
+        Assert.Equal("20200101000000000", result);
+        Assert.DoesNotContain("0001", result);
+    }
+
+    [Fact]
+    public void SafeRowKeyTimestamp_MaxValue_ProducesReasonableKey()
+    {
+        // DateTime.MaxValue must be clamped — never produce "99991231235959999"
+        var result = EventTimestampValidator.SafeRowKeyTimestamp(DateTime.MaxValue, FixedUtcNow);
+
+        Assert.DoesNotContain("9999", result);
+        Assert.StartsWith("2026", result); // Clamped to FixedUtcNow year
+    }
+
+    // =========================================================================
+    // SanitizeEventTimestamps (pipeline integration)
+    // =========================================================================
+
+    [Fact]
+    public void SanitizeEventTimestamps_ValidTimestamp_NoFlagsSet()
+    {
+        var events = new List<EnrollmentEvent>
+        {
+            new() { Timestamp = new DateTime(2026, 3, 15, 10, 0, 0, DateTimeKind.Utc) }
+        };
+
+        IngestEventsFunction.SanitizeEventTimestamps(events, FixedUtcNow);
+
+        Assert.Null(events[0].OriginalTimestamp);
+        Assert.False(events[0].TimestampClamped);
+    }
+
+    [Fact]
+    public void SanitizeEventTimestamps_InvalidTimestamp_PreservesOriginalAndSetsFlag()
+    {
+        var badTimestamp = DateTime.MinValue;
+        var events = new List<EnrollmentEvent>
+        {
+            new() { Timestamp = badTimestamp }
+        };
+
+        IngestEventsFunction.SanitizeEventTimestamps(events, FixedUtcNow);
+
+        Assert.True(events[0].TimestampClamped);
+        Assert.Equal(badTimestamp, events[0].OriginalTimestamp);
+        Assert.Equal(EventTimestampValidator.MinReasonableTimestamp, events[0].Timestamp);
+    }
+
+    [Fact]
+    public void SanitizeEventTimestamps_MixedValidAndInvalid_OnlyInvalidGetFlag()
+    {
+        var validTs = new DateTime(2026, 3, 15, 10, 0, 0, DateTimeKind.Utc);
+        var events = new List<EnrollmentEvent>
+        {
+            new() { Timestamp = validTs, EventType = "valid_event" },
+            new() { Timestamp = DateTime.MinValue, EventType = "bad_past_event" },
+            new() { Timestamp = new DateTime(2099, 1, 1, 0, 0, 0, DateTimeKind.Utc), EventType = "bad_future_event" },
+        };
+
+        IngestEventsFunction.SanitizeEventTimestamps(events, FixedUtcNow);
+
+        // Valid event: unchanged
+        Assert.False(events[0].TimestampClamped);
+        Assert.Null(events[0].OriginalTimestamp);
+        Assert.Equal(validTs, events[0].Timestamp);
+
+        // Bad past: clamped to min, original preserved
+        Assert.True(events[1].TimestampClamped);
+        Assert.Equal(DateTime.MinValue, events[1].OriginalTimestamp);
+        Assert.Equal(EventTimestampValidator.MinReasonableTimestamp, events[1].Timestamp);
+
+        // Bad future: clamped to utcNow, original preserved
+        Assert.True(events[2].TimestampClamped);
+        Assert.Equal(new DateTime(2099, 1, 1, 0, 0, 0, DateTimeKind.Utc), events[2].OriginalTimestamp);
+        Assert.Equal(FixedUtcNow, events[2].Timestamp);
+    }
+
+    [Fact]
+    public void SanitizeEventTimestamps_NoEventsDropped()
+    {
+        var events = new List<EnrollmentEvent>
+        {
+            new() { Timestamp = DateTime.MinValue },
+            new() { Timestamp = DateTime.MaxValue },
+            new() { Timestamp = new DateTime(2026, 3, 15, 10, 0, 0, DateTimeKind.Utc) },
+        };
+
+        IngestEventsFunction.SanitizeEventTimestamps(events, FixedUtcNow);
+
+        Assert.Equal(3, events.Count); // All events preserved
+    }
+
+    [Fact]
+    public void SanitizeEventTimestamps_EmptyList_DoesNotThrow()
+    {
+        var ex = Record.Exception(() =>
+            IngestEventsFunction.SanitizeEventTimestamps(new List<EnrollmentEvent>(), FixedUtcNow));
+        Assert.Null(ex);
+    }
+
+    // =========================================================================
+    // RecalculateAppDurations (exposed as internal static for testing)
+    // =========================================================================
+
+    [Fact]
+    public void RecalculateAppDurations_NormalInstall_CorrectDuration()
+    {
+        var start = new DateTime(2026, 3, 30, 10, 0, 0, DateTimeKind.Utc);
+        var end = start.AddSeconds(60);
+
+        var state = new AppInstallAggregationState
+        {
+            Summary = new AppInstallSummary
+            {
+                AppName = "TestApp",
+                StartedAt = start,
+                CompletedAt = end,
+                Status = "Succeeded"
+            }
+        };
+
+        IngestEventsFunction.RecalculateAppDurations(state);
+
+        Assert.Equal(60, state.Summary.DurationSeconds);
+    }
+
+    [Fact]
+    public void RecalculateAppDurations_DownloadThenInstall_CorrectDownloadDuration()
+    {
+        var downloadStart = new DateTime(2026, 3, 30, 10, 0, 0, DateTimeKind.Utc);
+        var installStart = downloadStart.AddSeconds(30);
+        var completed = installStart.AddSeconds(45);
+
+        var state = new AppInstallAggregationState
+        {
+            DownloadStartedAt = downloadStart,
+            InstallStartedAt = installStart,
+            Summary = new AppInstallSummary
+            {
+                AppName = "TestApp",
+                StartedAt = downloadStart,
+                CompletedAt = completed,
+                Status = "Succeeded"
+            }
+        };
+
+        IngestEventsFunction.RecalculateAppDurations(state);
+
+        Assert.Equal(30, state.Summary.DownloadDurationSeconds); // download→install gap
+        Assert.Equal(75, state.Summary.DurationSeconds);         // full duration
+    }
+
+    [Fact]
+    public void RecalculateAppDurations_ExtremeTimestampGap_DurationClamped()
+    {
+        // Even if timestamps somehow bypass sanitization, SafeDurationSeconds prevents overflow
+        var start = new DateTime(2020, 1, 1, 0, 0, 0, DateTimeKind.Utc);
+        var end = new DateTime(2026, 12, 31, 23, 59, 59, DateTimeKind.Utc); // ~7 years apart
+
+        var state = new AppInstallAggregationState
+        {
+            Summary = new AppInstallSummary
+            {
+                AppName = "TestApp",
+                StartedAt = start,
+                CompletedAt = end,
+                Status = "Succeeded"
+            }
+        };
+
+        IngestEventsFunction.RecalculateAppDurations(state);
+
+        // Should be clamped to max 7 days (604800 seconds), not ~220 million seconds
+        Assert.Equal(EventTimestampValidator.DefaultMaxDurationSeconds, state.Summary.DurationSeconds);
+    }
+
+    // =========================================================================
+    // End-to-End Pipeline: NDJSON parse → stamp → sanitize → safe for storage
+    // =========================================================================
+
+    [Fact]
+    public void FullPipeline_ParseStampSanitize_TimestampsAreSafe()
+    {
+        // Simulate NDJSON payload with events containing bad timestamps
+        var ndjsonLines = new[]
+        {
+            Newtonsoft.Json.JsonConvert.SerializeObject(
+                new { SessionId = ValidSessionId, TenantId = ValidTenantId }),
+            Newtonsoft.Json.JsonConvert.SerializeObject(
+                new EnrollmentEvent
+                {
+                    EventType = "phase_changed",
+                    Timestamp = new DateTime(2026, 3, 15, 10, 0, 0, DateTimeKind.Utc) // valid
+                }),
+            Newtonsoft.Json.JsonConvert.SerializeObject(
+                new EnrollmentEvent
+                {
+                    EventType = "bad_clock_event",
+                    Timestamp = DateTime.MinValue // invalid
+                }),
+        };
+        var ndjson = string.Join('\n', ndjsonLines);
+
+        // Step 1: Parse
+        var (sessionId, tenantId, events) = NdjsonParser.ParseNdjson(ndjson);
+
+        // Step 2: Stamp server fields
+        IngestEventsFunction.StampServerFields(events, tenantId, sessionId, FixedUtcNow);
+
+        // Step 3: Sanitize timestamps
+        IngestEventsFunction.SanitizeEventTimestamps(events, FixedUtcNow);
+
+        // Verify: all timestamps are within valid range
+        foreach (var evt in events)
+        {
+            Assert.True(EventTimestampValidator.IsReasonableTimestamp(evt.Timestamp, FixedUtcNow),
+                $"Event {evt.EventType} has unreasonable timestamp: {evt.Timestamp}");
+        }
+
+        // Verify: no events were dropped
+        Assert.Equal(2, events.Count);
+    }
+
+    [Fact]
+    public void FullPipeline_MinValueTimestamp_ClampedWithOriginalPreserved()
+    {
+        var events = new List<EnrollmentEvent>
+        {
+            new()
+            {
+                EventType = "bad_event",
+                Timestamp = DateTime.MinValue,
+                TenantId = ValidTenantId,
+                SessionId = ValidSessionId
+            }
+        };
+
+        IngestEventsFunction.StampServerFields(events, ValidTenantId, ValidSessionId, FixedUtcNow);
+        IngestEventsFunction.SanitizeEventTimestamps(events, FixedUtcNow);
+
+        var evt = events[0];
+
+        // Clamped timestamp produces valid RowKey format
+        var rowKey = $"{evt.Timestamp:yyyyMMddHHmmssfff}_{evt.Sequence:D10}";
+        Assert.StartsWith("2020", rowKey); // Clamped to MinReasonableTimestamp
+        Assert.DoesNotContain("0001", rowKey);
+
+        // Original preserved for troubleshooting
+        Assert.True(evt.TimestampClamped);
+        Assert.Equal(DateTime.MinValue, evt.OriginalTimestamp);
+    }
+
+    [Fact]
+    public void FullPipeline_MixedTimestamps_AllEventsPreservedFlagsCorrect()
+    {
+        var validTs = new DateTime(2026, 3, 25, 8, 0, 0, DateTimeKind.Utc);
+        var events = new List<EnrollmentEvent>
+        {
+            new() { EventType = "valid", Timestamp = validTs },
+            new() { EventType = "past", Timestamp = new DateTime(1990, 1, 1, 0, 0, 0, DateTimeKind.Utc) },
+            new() { EventType = "future", Timestamp = new DateTime(2099, 6, 1, 0, 0, 0, DateTimeKind.Utc) },
+            new() { EventType = "also_valid", Timestamp = FixedUtcNow.AddHours(1) },
+        };
+
+        IngestEventsFunction.StampServerFields(events, ValidTenantId, ValidSessionId, FixedUtcNow);
+        IngestEventsFunction.SanitizeEventTimestamps(events, FixedUtcNow);
+
+        // All 4 events preserved
+        Assert.Equal(4, events.Count);
+
+        // Valid: no flags
+        Assert.False(events[0].TimestampClamped);
+        Assert.False(events[3].TimestampClamped);
+
+        // Invalid: flags set, originals preserved
+        Assert.True(events[1].TimestampClamped);
+        Assert.True(events[2].TimestampClamped);
+        Assert.NotNull(events[1].OriginalTimestamp);
+        Assert.NotNull(events[2].OriginalTimestamp);
+    }
+}
diff --git a/src/Backend/AutopilotMonitor.Functions/Functions/Ingest/IngestEventsFunction.Helpers.cs b/src/Backend/AutopilotMonitor.Functions/Functions/Ingest/IngestEventsFunction.Helpers.cs
index b2fe68fc..31fd7148 100644
--- a/src/Backend/AutopilotMonitor.Functions/Functions/Ingest/IngestEventsFunction.Helpers.cs
+++ b/src/Backend/AutopilotMonitor.Functions/Functions/Ingest/IngestEventsFunction.Helpers.cs
@@ -95,14 +95,14 @@ namespace AutopilotMonitor.Functions.Functions.Ingest
                     summary.Status = "Succeeded";
                     summary.CompletedAt = evt.Timestamp;
                     if (summary.StartedAt != DateTime.MinValue)
-                        summary.DurationSeconds = Math.Max(1, (int)(evt.Timestamp - summary.StartedAt).TotalSeconds);
+                        summary.DurationSeconds = Math.Max(1, EventTimestampValidator.SafeDurationSeconds(summary.StartedAt, evt.Timestamp));
                     break;
 
                 case "app_install_failed":
                     summary.Status = "Failed";
                     summary.CompletedAt = evt.Timestamp;
                     if (summary.StartedAt != DateTime.MinValue)
-                        summary.DurationSeconds = Math.Max(1, (int)(evt.Timestamp - summary.StartedAt).TotalSeconds);
+                        summary.DurationSeconds = Math.Max(1, EventTimestampValidator.SafeDurationSeconds(summary.StartedAt, evt.Timestamp));
                     // Agent does not send errorCode/errorMessage in Data — use the event message
                     summary.FailureCode = evt.Data?.ContainsKey("errorCode") == true
                         ? evt.Data["errorCode"]?.ToString() ?? string.Empty : string.Empty;
@@ -158,7 +158,7 @@ namespace AutopilotMonitor.Functions.Functions.Ingest
             RecalculateAppDurations(state);
         }
 
-        private static void RecalculateAppDurations(AppInstallAggregationState state)
+        internal static void RecalculateAppDurations(AppInstallAggregationState state)
         {
             var summary = state.Summary;
 
@@ -185,14 +185,16 @@ namespace AutopilotMonitor.Functions.Functions.Ingest
             if (state.DownloadStartedAt.HasValue && state.InstallStartedAt.HasValue &&
                 state.InstallStartedAt.Value >= state.DownloadStartedAt.Value)
             {
-                summary.DownloadDurationSeconds = (int)(state.InstallStartedAt.Value - state.DownloadStartedAt.Value).TotalSeconds;
+                summary.DownloadDurationSeconds = EventTimestampValidator.SafeDurationSeconds(
+                    state.DownloadStartedAt.Value, state.InstallStartedAt.Value);
             }
 
             // Full duration: from effective start to completion/failure.
             if (summary.CompletedAt.HasValue && summary.StartedAt != DateTime.MinValue &&
                 summary.CompletedAt.Value >= summary.StartedAt)
             {
-                summary.DurationSeconds = (int)(summary.CompletedAt.Value - summary.StartedAt).TotalSeconds;
+                summary.DurationSeconds = EventTimestampValidator.SafeDurationSeconds(
+                    summary.StartedAt, summary.CompletedAt.Value);
             }
         }
 
diff --git a/src/Backend/AutopilotMonitor.Functions/Functions/Ingest/IngestEventsFunction.Processing.cs b/src/Backend/AutopilotMonitor.Functions/Functions/Ingest/IngestEventsFunction.Processing.cs
index 95f5c6ae..c9d47cb8 100644
--- a/src/Backend/AutopilotMonitor.Functions/Functions/Ingest/IngestEventsFunction.Processing.cs
+++ b/src/Backend/AutopilotMonitor.Functions/Functions/Ingest/IngestEventsFunction.Processing.cs
@@ -128,6 +128,10 @@ namespace AutopilotMonitor.Functions.Functions.Ingest
                 var receivedAt = DateTime.UtcNow;
                 StampServerFields(request.Events, request.TenantId, request.SessionId, receivedAt);
 
+                // Sanitize agent-side timestamps: clamp out-of-range values to prevent storage/sorting issues.
+                // Original timestamps are preserved in OriginalTimestamp for troubleshooting.
+                SanitizeEventTimestamps(request.Events, receivedAt);
+
                 // Store events in Azure Table Storage (batch write for efficiency)
                 var storedEvents = await _sessionRepo.StoreEventsBatchAsync(request.Events);
                 int processedCount = storedEvents.Count;
@@ -742,6 +746,27 @@ namespace AutopilotMonitor.Functions.Functions.Ingest
                 evt.SessionId = sessionId;
             }
         }
+
+        /// <summary>
+        /// Sanitizes agent-side timestamps on all events by clamping out-of-range values.
+        /// When a timestamp is clamped, the original value is preserved in OriginalTimestamp
+        /// and TimestampClamped is set to true — keeping the raw data available for
+        /// troubleshooting and root-cause analysis of clock issues on devices.
+        /// Exposed as internal for unit testing.
+        /// </summary>
+        internal static void SanitizeEventTimestamps(List<EnrollmentEvent> events, DateTime utcNow)
+        {
+            foreach (var evt in events)
+            {
+                var sanitized = EventTimestampValidator.SanitizeTimestamp(evt.Timestamp, utcNow);
+                if (sanitized != evt.Timestamp)
+                {
+                    evt.OriginalTimestamp = evt.Timestamp;
+                    evt.TimestampClamped = true;
+                    evt.Timestamp = sanitized;
+                }
+            }
+        }
     }
 
     /// <summary>
diff --git a/src/Backend/AutopilotMonitor.Functions/Services/EventTimestampValidator.cs b/src/Backend/AutopilotMonitor.Functions/Services/EventTimestampValidator.cs
new file mode 100644
index 00000000..367a0d43
--- /dev/null
+++ b/src/Backend/AutopilotMonitor.Functions/Services/EventTimestampValidator.cs
@@ -0,0 +1,96 @@
+using System;
+
+namespace AutopilotMonitor.Functions.Services
+{
+    /// <summary>
+    /// Validates and sanitizes event timestamps from agent devices.
+    /// Timestamps outside the reasonable range are clamped (not rejected) to preserve event data.
+    /// When clamping occurs, callers should set OriginalTimestamp + TimestampClamped on the event
+    /// so that the original value remains available for troubleshooting and root-cause analysis.
+    /// </summary>
+    internal static class EventTimestampValidator
+    {
+        /// <summary>
+        /// Earliest reasonable timestamp — the product did not exist before this date.
+        /// </summary>
+        internal static readonly DateTime MinReasonableTimestamp = new(2020, 1, 1, 0, 0, 0, DateTimeKind.Utc);
+
+        /// <summary>
+        /// Maximum clock skew tolerance for agent-side timestamps ahead of server time.
+        /// Agents may have slightly fast clocks; 24 hours covers timezone misconfiguration too.
+        /// </summary>
+        internal const int MaxFutureToleranceHours = 24;
+
+        /// <summary>
+        /// Default maximum duration in seconds (7 days) for SafeDurationSeconds clamping.
+        /// </summary>
+        internal const int DefaultMaxDurationSeconds = 604800;
+
+        /// <summary>
+        /// Ensures a DateTime has UTC kind. Mirrors the EnsureUtc logic in TableStorageService
+        /// but is available without an instance. Called internally by SanitizeTimestamp.
+        /// </summary>
+        internal static DateTime EnsureUtc(DateTime dt) => dt.Kind switch
+        {
+            DateTimeKind.Utc => dt,
+            DateTimeKind.Local => dt.ToUniversalTime(),
+            _ => DateTime.SpecifyKind(dt, DateTimeKind.Utc)
+        };
+
+        /// <summary>
+        /// Checks whether a timestamp falls within the reasonable range [MinReasonableTimestamp, utcNow + 24h].
+        /// </summary>
+        internal static bool IsReasonableTimestamp(DateTime timestamp, DateTime utcNow)
+        {
+            var utcTs = EnsureUtc(timestamp);
+            return utcTs >= MinReasonableTimestamp && utcTs <= utcNow.AddHours(MaxFutureToleranceHours);
+        }
+
+        /// <summary>
+        /// Sanitizes a timestamp by ensuring UTC kind and clamping to the valid range.
+        /// - Below MinReasonableTimestamp → clamped to MinReasonableTimestamp
+        /// - Above utcNow + 24h → clamped to utcNow (server receive time as best-effort fallback)
+        /// Returns the original value unchanged if it is within the valid range.
+        /// </summary>
+        internal static DateTime SanitizeTimestamp(DateTime timestamp, DateTime utcNow)
+        {
+            var utcTs = EnsureUtc(timestamp);
+
+            if (utcTs < MinReasonableTimestamp)
+                return MinReasonableTimestamp;
+
+            if (utcTs > utcNow.AddHours(MaxFutureToleranceHours))
+                return EnsureUtc(utcNow);
+
+            return utcTs;
+        }
+
+        /// <summary>
+        /// Computes the duration in seconds between two timestamps, clamped to [0, maxDurationSeconds].
+        /// Prevents int overflow from extreme timestamp differences (e.g. DateTime.MinValue to DateTime.MaxValue).
+        /// Returns 0 if end is before start.
+        /// </summary>
+        internal static int SafeDurationSeconds(DateTime start, DateTime end, int maxDurationSeconds = DefaultMaxDurationSeconds)
+        {
+            if (end <= start)
+                return 0;
+
+            var totalSeconds = (end - start).TotalSeconds;
+
+            if (totalSeconds > maxDurationSeconds)
+                return maxDurationSeconds;
+
+            return (int)totalSeconds;
+        }
+
+        /// <summary>
+        /// Produces a safe RowKey timestamp segment by sanitizing the timestamp first,
+        /// then formatting as yyyyMMddHHmmssfff.
+        /// </summary>
+        internal static string SafeRowKeyTimestamp(DateTime timestamp, DateTime utcNow)
+        {
+            var sanitized = SanitizeTimestamp(timestamp, utcNow);
+            return sanitized.ToString("yyyyMMddHHmmssfff");
+        }
+    }
+}
diff --git a/src/Backend/AutopilotMonitor.Functions/Services/TableStorageService.Sessions.cs b/src/Backend/AutopilotMonitor.Functions/Services/TableStorageService.Sessions.cs
index 954cfa99..1eb18bc3 100644
--- a/src/Backend/AutopilotMonitor.Functions/Services/TableStorageService.Sessions.cs
+++ b/src/Backend/AutopilotMonitor.Functions/Services/TableStorageService.Sessions.cs
@@ -467,9 +467,13 @@ namespace AutopilotMonitor.Functions.Services
                             ? JsonConvert.SerializeObject(evt.Data)
                             : string.Empty,
                         "DataJson", evt.EventId),
-                    ["ReceivedAt"] = evt.ReceivedAt
+                    ["ReceivedAt"] = evt.ReceivedAt,
+                    ["TimestampClamped"] = evt.TimestampClamped
                 };
 
+                if (evt.OriginalTimestamp.HasValue)
+                    entity["OriginalTimestamp"] = EnsureUtc(evt.OriginalTimestamp.Value);
+
                 await tableClient.UpsertEntityAsync(entity);
                 _logger.LogDebug($"Stored event {evt.EventId}");
 
@@ -540,9 +544,13 @@ namespace AutopilotMonitor.Functions.Services
                                         ? JsonConvert.SerializeObject(evt.Data)
                                         : string.Empty,
                                     "DataJson", evt.EventId),
-                                ["ReceivedAt"] = evt.ReceivedAt
+                                ["ReceivedAt"] = evt.ReceivedAt,
+                                ["TimestampClamped"] = evt.TimestampClamped
                             };
 
+                            if (evt.OriginalTimestamp.HasValue)
+                                entity["OriginalTimestamp"] = EnsureUtc(evt.OriginalTimestamp.Value);
+
                             return new TableTransactionAction(TableTransactionActionType.UpsertReplace, entity);
                         }).ToList();
 
@@ -1520,7 +1528,9 @@ namespace AutopilotMonitor.Functions.Services
                 Sequence = entity.GetInt64("Sequence") ?? 0,
                 Data = DeserializeEventData(entity.GetString("DataJson")),
                 RowKey = entity.RowKey,
-                ReceivedAt = entity.GetDateTimeOffset("ReceivedAt")?.UtcDateTime
+                ReceivedAt = entity.GetDateTimeOffset("ReceivedAt")?.UtcDateTime,
+                OriginalTimestamp = entity.GetDateTimeOffset("OriginalTimestamp")?.UtcDateTime,
+                TimestampClamped = entity.GetBoolean("TimestampClamped") ?? false
             };
         }
 
diff --git a/src/Shared/AutopilotMonitor.Shared/Models/Enrollment/EnrollmentEvent.cs b/src/Shared/AutopilotMonitor.Shared/Models/Enrollment/EnrollmentEvent.cs
index c3f5f61a..a39230d6 100644
--- a/src/Shared/AutopilotMonitor.Shared/Models/Enrollment/EnrollmentEvent.cs
+++ b/src/Shared/AutopilotMonitor.Shared/Models/Enrollment/EnrollmentEvent.cs
@@ -123,6 +123,20 @@ namespace AutopilotMonitor.Shared.Models
         /// </summary>
         public long Sequence { get; set; }
 
+        /// <summary>
+        /// Original agent-side timestamp preserved when the backend clamps an out-of-range value.
+        /// Null when the timestamp was within the valid range and no correction was needed.
+        /// Use this for troubleshooting and root-cause analysis of clock issues on devices.
+        /// </summary>
+        public DateTime? OriginalTimestamp { get; set; }
+
+        /// <summary>
+        /// True when the backend had to clamp the agent-side Timestamp to a valid range.
+        /// When set, OriginalTimestamp contains the raw value the agent sent.
+        /// AI analysis and UI should treat clamped timestamps with caution.
+        /// </summary>
+        public bool TimestampClamped { get; set; }
+
         /// <summary>
         /// Azure Table Storage RowKey — format: {Timestamp:yyyyMMddHHmmssfff}_{Sequence:D10}
         /// Represents the exact sort key used in storage.