diff --git a/static/app/views/insights/aiGenerations/views/components/generationsChart.tsx b/static/app/views/insights/aiGenerations/views/components/generationsChart.tsx
index a56fe54bd3f72b..4faaba8c9339fb 100644
--- a/static/app/views/insights/aiGenerations/views/components/generationsChart.tsx
+++ b/static/app/views/insights/aiGenerations/views/components/generationsChart.tsx
@@ -2,10 +2,10 @@ import {Fragment, useMemo} from 'react';
 
 import {CompactSelect} from '@sentry/scraps/compactSelect';
 
+import {useCaseInsensitivity} from 'sentry/components/searchQueryBuilder/hooks';
 import {IconClock} from 'sentry/icons/iconClock';
 import {IconGraph} from 'sentry/icons/iconGraph';
 import {t} from 'sentry/locale';
-import {useFetchSpanTimeSeries} from 'sentry/utils/timeSeries/useFetchEventsTimeSeries';
 import type {TimeSeries} from 'sentry/views/dashboards/widgets/common/types';
 import {Area} from 'sentry/views/dashboards/widgets/timeSeriesWidget/plottables/area';
 import {Bars} from 'sentry/views/dashboards/widgets/timeSeriesWidget/plottables/bars';
@@ -14,18 +14,16 @@ import type {Plottable} from 'sentry/views/dashboards/widgets/timeSeriesWidget/p
 import {TimeSeriesWidgetVisualization} from 'sentry/views/dashboards/widgets/timeSeriesWidget/timeSeriesWidgetVisualization';
 import {Widget} from 'sentry/views/dashboards/widgets/widget/widget';
 import {useChartInterval} from 'sentry/views/explore/hooks/useChartInterval';
+import {useExploreTimeseries} from 'sentry/views/explore/hooks/useExploreTimeseries';
 import {
-  useQueryParamsGroupBys,
   useQueryParamsVisualizes,
   useSetQueryParamsVisualizes,
 } from 'sentry/views/explore/queryParams/context';
 import type {Visualize} from 'sentry/views/explore/queryParams/visualize';
 import {useCombinedQuery} from 'sentry/views/insights/agents/hooks/useCombinedQuery';
 import {AI_GENERATIONS_PAGE_FILTER} from 'sentry/views/insights/aiGenerations/views/utils/constants';
-import {Referrer} from 'sentry/views/insights/aiGenerations/views/utils/referrer';
 import {ChartType} from 'sentry/views/insights/common/components/chart';
 import {WidgetVisualizationStates} from 'sentry/views/insights/pages/platform/laravel/widgetVisualizationStates';
-import type {SpanFields} from 'sentry/views/insights/types';
 
 const CHART_TYPE_OPTIONS = [
   {
@@ -67,6 +65,15 @@ function prettifyAggregation(aggregation: string): string {
 export function GenerationsChart() {
   const visualizes = useQueryParamsVisualizes();
   const setVisualizes = useSetQueryParamsVisualizes();
+  const [caseInsensitive] = useCaseInsensitivity();
+
+  const {result: timeseriesResult} = useExploreTimeseries({
+    query: useCombinedQuery(AI_GENERATIONS_PAGE_FILTER),
+    enabled: true,
+    queryExtras: {
+      caseInsensitive,
+    },
+  });
 
   function handleChartTypeChange(index: number, chartType: ChartType) {
     const newVisualizes = visualizes.map((visualize, i) => {
@@ -86,6 +93,7 @@ export function GenerationsChart() {
             key={index}
             visualize={visualize}
             onChartTypeChange={chartType => handleChartTypeChange(index, chartType)}
+            timeseriesResult={timeseriesResult}
           />
         );
       })}
@@ -96,40 +104,19 @@ export function GenerationsChart() {
 function ChartWidget({
   visualize,
   onChartTypeChange,
+  timeseriesResult,
 }: {
   onChartTypeChange: (chartType: ChartType) => void;
+  timeseriesResult: ReturnType<typeof useExploreTimeseries>['result'];
   visualize: Visualize;
 }) {
-  const groupBys = useQueryParamsGroupBys().filter(Boolean);
   const [interval, setInterval, intervalOptions] = useChartInterval();
   const chartType = visualize.chartType;
 
-  const query = useCombinedQuery(AI_GENERATIONS_PAGE_FILTER);
-  const {data, isLoading, error} = useFetchSpanTimeSeries(
-    {
-      query,
-      yAxis: [visualize.yAxis] as any,
-      groupBy: groupBys as SpanFields[],
-      interval,
-      sort:
-        groupBys.length > 0 && groupBys[0]
-          ? {
-              field: groupBys[0],
-              kind: 'desc' as const,
-            }
-          : undefined,
-      topEvents: groupBys.length > 0 ? 5 : undefined,
-    },
-    Referrer.GENERATIONS_CHART
-  );
-
   const plottables = useMemo(() => {
-    return (
-      data?.timeSeries.map(
-        timeSeries => new plottableConstructors[chartType](timeSeries)
-      ) ?? []
-    );
-  }, [chartType, data?.timeSeries]);
+    const timeSeries = timeseriesResult.data[visualize.yAxis] ?? [];
+    return timeSeries.map(series => new plottableConstructors[chartType](series)) ?? [];
+  }, [chartType, timeseriesResult.data, visualize.yAxis]);
 
   const isEmpty = useMemo(
     () => plottables.every(plottable => plottable.isEmpty),
@@ -170,8 +157,8 @@ function ChartWidget({
       revealActions="always"
       Visualization={
         <WidgetVisualizationStates
-          isLoading={isLoading}
-          error={error}
+          isLoading={timeseriesResult.isLoading}
+          error={timeseriesResult.error}
           isEmpty={isEmpty}
           VisualizationType={TimeSeriesWidgetVisualization}
           visualizationProps={{
diff --git a/static/app/views/insights/aiGenerations/views/components/generationsTable.tsx b/static/app/views/insights/aiGenerations/views/components/generationsTable.tsx
index a2f34b7ad31958..bfbdffaf64111c 100644
--- a/static/app/views/insights/aiGenerations/views/components/generationsTable.tsx
+++ b/static/app/views/insights/aiGenerations/views/components/generationsTable.tsx
@@ -6,18 +6,23 @@ import {Container, Grid} from '@sentry/scraps/layout';
 import {Text} from '@sentry/scraps/text';
 import {Tooltip} from '@sentry/scraps/tooltip';
 
+import {useCaseInsensitivity} from 'sentry/components/searchQueryBuilder/hooks';
 import {
   COL_WIDTH_UNDEFINED,
   type GridColumnOrder,
 } from 'sentry/components/tables/gridEditable';
 import TimeSince from 'sentry/components/timeSince';
 import {t} from 'sentry/locale';
+import type {NewQuery} from 'sentry/types/organization';
 import {getTimeStampFromTableDateField} from 'sentry/utils/dates';
+import EventView from 'sentry/utils/discover/eventView';
 import {getFieldRenderer} from 'sentry/utils/discover/fieldRenderers';
 import type {Sort} from 'sentry/utils/discover/fields';
+import {DiscoverDatasets} from 'sentry/utils/discover/types';
 import {getShortEventId} from 'sentry/utils/events';
 import {useLocation} from 'sentry/utils/useLocation';
 import useOrganization from 'sentry/utils/useOrganization';
+import usePageFilters from 'sentry/utils/usePageFilters';
 import {useTraceViewDrawer} from 'sentry/views/insights/agents/components/drawer';
 import {
   HeadSortCell,
@@ -34,7 +39,7 @@ import {
 import {Referrer} from 'sentry/views/insights/aiGenerations/views/utils/referrer';
 import {useFieldsQueryParam} from 'sentry/views/insights/aiGenerations/views/utils/useFieldsQueryParam';
 import {TextAlignRight} from 'sentry/views/insights/common/components/textAlign';
-import {useSpans} from 'sentry/views/insights/common/queries/useDiscover';
+import {useSpansQuery} from 'sentry/views/insights/common/queries/useSpansQuery';
 import {PlatformInsightsTable} from 'sentry/views/insights/pages/platform/shared/table';
 import {SpanFields} from 'sentry/views/insights/types';
 
@@ -87,6 +92,8 @@ export function GenerationsTable() {
   const location = useLocation();
   const organization = useOrganization();
   const theme = useTheme();
+  const {selection} = usePageFilters();
+  const [caseInsensitive] = useCaseInsensitivity();
 
   const fieldsToQuery = useMemo(() => {
     return [
@@ -97,22 +104,44 @@ export function GenerationsTable() {
     ];
   }, [fields]);
 
-  const {data, meta, isLoading, error, pageLinks, isPlaceholderData} = useSpans(
-    {
-      search: query,
-      fields: [...REQUIRED_FIELDS, ...fieldsToQuery] as any,
-      cursor,
-      sorts: [tableSort],
-      keepPreviousData: true,
-      limit: 20,
-    },
-    Referrer.GENERATIONS_TABLE
-  );
+  const eventView = useMemo(() => {
+    const queryFields = [...REQUIRED_FIELDS, ...fieldsToQuery];
+
+    const discoverQuery: NewQuery = {
+      id: undefined,
+      name: 'AI Generations',
+      fields: queryFields,
+      orderby: [`${tableSort.kind === 'desc' ? '-' : ''}${tableSort.field}`],
+      query,
+      version: 2,
+      dataset: DiscoverDatasets.SPANS,
+    };
+
+    return EventView.fromNewQueryWithPageFilters(discoverQuery, selection);
+  }, [fieldsToQuery, query, selection, tableSort.field, tableSort.kind]);
+
+  const {
+    data = [],
+    meta,
+    isLoading,
+    error,
+    pageLinks,
+    isPlaceholderData,
+  } = useSpansQuery<Array<Record<string, any>>>({
+    eventView,
+    cursor,
+    limit: 20,
+    referrer: Referrer.GENERATIONS_TABLE,
+    initialData: [],
+    allowAggregateConditions: false,
+    trackResponseAnalytics: false,
+    queryExtras: {caseInsensitive},
+  });
 
-  type TableData = (typeof data)[number];
+  type TableData = Record<string, any>;
 
   const renderBodyCell = useCallback(
-    (column: GridColumnOrder<GenerationFields>, dataRow: TableData) => {
+    (column: GridColumnOrder<string>, dataRow: TableData) => {
       if (column.key === SpanFields.ID) {
         return (
           <div>
@@ -120,13 +149,13 @@ export function GenerationsTable() {
               priority="link"
               onClick={() => {
                 openTraceViewDrawer(
-                  dataRow.trace!,
+                  dataRow.trace,
                   dataRow.id,
                   getTimeStampFromTableDateField(dataRow.timestamp)
                 );
               }}
             >
-              {getShortEventId(dataRow.id!)}
+              {getShortEventId(dataRow.id)}
             </Button>
           </div>
         );
@@ -196,7 +225,7 @@ export function GenerationsTable() {
       if (column.key === SpanFields.TIMESTAMP) {
         return (
           <TextAlignRight>
-            <TimeSince unitStyle="short" date={new Date(dataRow.timestamp!)} />
+            <TimeSince unitStyle="short" date={new Date(dataRow.timestamp)} />
           </TextAlignRight>
         );
       }
@@ -212,7 +241,7 @@ export function GenerationsTable() {
   );
 
   const renderHeadCell = useCallback(
-    (column: GridColumnOrder<keyof TableData>) => {
+    (column: GridColumnOrder<string>) => {
       return (
         <HeadSortCell
           align={column.key === SpanFields.TIMESTAMP ? 'right' : 'left'}
@@ -236,7 +265,7 @@ export function GenerationsTable() {
         isLoading={isLoading}
         error={error}
         initialColumnOrder={fields.map(
-          (field): GridColumnOrder<GenerationFields> => ({
+          (field): GridColumnOrder<string> => ({
             key: field,
             name: prettyFieldNames[field] ?? field,
             width: columnWidths[field] ?? COL_WIDTH_UNDEFINED,
diff --git a/static/app/views/insights/aiGenerations/views/overview.tsx b/static/app/views/insights/aiGenerations/views/overview.tsx
index e4116aba4b21cf..376706104b2631 100644
--- a/static/app/views/insights/aiGenerations/views/overview.tsx
+++ b/static/app/views/insights/aiGenerations/views/overview.tsx
@@ -14,6 +14,7 @@ import {
   useEAPSpanSearchQueryBuilderProps,
 } from 'sentry/components/performance/spanSearchQueryBuilder';
 import {SearchQueryBuilderProvider} from 'sentry/components/searchQueryBuilder/context';
+import {useCaseInsensitivity} from 'sentry/components/searchQueryBuilder/hooks';
 import {IconChevron, IconEdit} from 'sentry/icons';
 import {t} from 'sentry/locale';
 import {getSelectedProjectList} from 'sentry/utils/project/useSelectedProjectsHaveField';
@@ -58,6 +59,7 @@ function AIGenerationsPage() {
   const [sidebarOpen, setSidebarOpen] = useState(true);
   const showOnboarding = useShowOnboarding();
   const datePageFilterProps = limitMaxPickableDays(organization);
+  const [caseInsensitive, setCaseInsensitive] = useCaseInsensitivity();
 
   const [searchQuery, setSearchQuery] = useQueryState(
     'query',
@@ -93,12 +95,16 @@ function AIGenerationsPage() {
         {key: 'trace', valuePattern: /^[0-9a-fA-F]{32}$/},
         {key: 'id', valuePattern: /^[0-9a-fA-F]{16}$/},
       ],
+      caseInsensitive,
+      onCaseInsensitiveClick: setCaseInsensitive,
     }),
     [
+      caseInsensitive,
       hasRawSearchReplacement,
       numberSecondaryAliases,
       numberTags,
       searchQuery,
+      setCaseInsensitive,
       setSearchQuery,
       stringSecondaryAliases,
       stringTags,