diff --git a/app/client/src/widgets/TableWidgetV2/component/TableContext.test.tsx b/app/client/src/widgets/TableWidgetV2/component/TableContext.test.tsx
index 2bd328e21358..cd657ad42642 100644
--- a/app/client/src/widgets/TableWidgetV2/component/TableContext.test.tsx
+++ b/app/client/src/widgets/TableWidgetV2/component/TableContext.test.tsx
@@ -100,6 +100,7 @@ const mockTableProviderProps = {
   onConnectData: jest.fn(),
   isInfiniteScrollEnabled: false,
   endOfData: false,
+  cachedTableData: [],
 };
 
 // Test components
@@ -208,6 +209,7 @@ describe("TableContext", () => {
         "onConnectData",
         "isInfiniteScrollEnabled",
         "endOfData",
+        "cachedTableData",
       ].sort();
 
       const result = Object.keys(
diff --git a/app/client/src/widgets/TableWidgetV2/component/VirtualTable/InifiniteScrollBody/index.tsx b/app/client/src/widgets/TableWidgetV2/component/VirtualTable/InifiniteScrollBody/index.tsx
index 2ce1f8501fc5..f1d5fd642a61 100644
--- a/app/client/src/widgets/TableWidgetV2/component/VirtualTable/InifiniteScrollBody/index.tsx
+++ b/app/client/src/widgets/TableWidgetV2/component/VirtualTable/InifiniteScrollBody/index.tsx
@@ -13,6 +13,7 @@ interface InfiniteScrollBodyProps {
 const InfiniteScrollBodyComponent = React.forwardRef(
   (props: InfiniteScrollBodyProps, ref: Ref<SimpleBar>) => {
     const {
+      cachedTableData,
       endOfData,
       height,
       isLoading,
@@ -20,6 +21,7 @@ const InfiniteScrollBodyComponent = React.forwardRef(
       pageSize,
       subPage: rows,
       tableSizes,
+      updatePageNo,
     } = useAppsmithTable();
 
     const { onItemsRendered } = useInfiniteScroll({
@@ -28,6 +30,8 @@ const InfiniteScrollBodyComponent = React.forwardRef(
       loadMore: nextPageClick,
       isLoading,
       endOfData,
+      updatePageNo,
+      cachedTableData,
     });
 
     const itemCount = useMemo(
diff --git a/app/client/src/widgets/TableWidgetV2/component/VirtualTable/InifiniteScrollBody/useInfiniteScroll.tsx b/app/client/src/widgets/TableWidgetV2/component/VirtualTable/InifiniteScrollBody/useInfiniteScroll.tsx
index 7200b9d735e7..b8a27b896146 100644
--- a/app/client/src/widgets/TableWidgetV2/component/VirtualTable/InifiniteScrollBody/useInfiniteScroll.tsx
+++ b/app/client/src/widgets/TableWidgetV2/component/VirtualTable/InifiniteScrollBody/useInfiniteScroll.tsx
@@ -2,6 +2,7 @@ import { useEffect, useRef, useCallback } from "react";
 import { debounce } from "lodash";
 import type { Row } from "react-table";
 import type { ListOnItemsRenderedProps } from "react-window";
+import { EventType } from "constants/AppsmithActionConstants/ActionConstants";
 
 export interface UseInfiniteScrollProps {
   loadMore: () => void;
@@ -9,6 +10,8 @@ export interface UseInfiniteScrollProps {
   pageSize: number;
   isLoading: boolean;
   endOfData: boolean;
+  updatePageNo: (pageNo: number, event?: EventType) => void;
+  cachedTableData: Array<Record<string, unknown>>;
 }
 
 export interface UseInfiniteScrollReturn {
@@ -16,27 +19,43 @@ export interface UseInfiniteScrollReturn {
 }
 
 export const useInfiniteScroll = ({
+  cachedTableData,
   endOfData,
   isLoading,
   loadMore,
   pageSize,
   rows,
+  updatePageNo,
 }: UseInfiniteScrollProps): UseInfiniteScrollReturn => {
   const lastLoadedPageRef = useRef(1);
   const haveWeJustTriggeredLoadMoreRef = useRef(false);
   const hasLoadedSecondPageRef = useRef(false);
-  const lastRenderedRowInCurrentViewPortRef = useRef(0);
-  const currentPage = Math.ceil(rows.length / pageSize);
+  const lastRenderedRowAtWhichWeLoadedData = useRef(0);
+  const lastPageInTableDataset = Math.ceil(rows.length / pageSize);
 
   /**
    * We implement debouncing to avoid triggering unnecessary load more events, incorporating an additional timeout of 100 milliseconds to further prevent this.
    * There is also a ref that indicates whether a load more request has just been triggered, serving as a safety net to prevent multiple simultaneous requests.
    */
   const debouncedLoadMore = useCallback(
-    debounce(() => {
-      if (!isLoading && !endOfData && !haveWeJustTriggeredLoadMoreRef.current) {
+    debounce((pageToLoad: number) => {
+      /**
+       * We need this `hasNextPageData` variable to verify that in scenarios where a query fails or the user goes offline momentarily,
+       * if we trigger a next page load, the meta property may update, but the table has not received any data.
+       * In such cases, we need to send another request to load the data if it has not been received yet.
+       */
+      const hasNextPageData =
+        pageToLoad in cachedTableData &&
+        Array.isArray(cachedTableData[pageToLoad]) &&
+        cachedTableData[pageToLoad].length > 0;
+      const shouldLoad = !isLoading && !endOfData && !hasNextPageData;
+      const preRequisitesForLoadingMore =
+        shouldLoad && !haveWeJustTriggeredLoadMoreRef.current;
+
+      if (preRequisitesForLoadingMore) {
         haveWeJustTriggeredLoadMoreRef.current = true;
-        loadMore();
+        updatePageNo(pageToLoad, EventType.ON_NEXT_PAGE);
+
         setTimeout(() => {
           haveWeJustTriggeredLoadMoreRef.current = false;
         }, 100);
@@ -62,22 +81,28 @@ export const useInfiniteScroll = ({
    */
   const onItemsRendered = useCallback(
     (props: ListOnItemsRenderedProps) => {
-      const { visibleStopIndex } = props;
-
-      const currentVisiblePage = Math.ceil(visibleStopIndex / pageSize);
-      const isInLastPage = currentVisiblePage === currentPage;
+      const { visibleStopIndex: lastRenderedRowInTheCurrentView } = props;
+      const currentVisiblePage = Math.ceil(
+        lastRenderedRowInTheCurrentView / pageSize,
+      );
+      const isInLastPage = currentVisiblePage === lastPageInTableDataset;
 
       if (
         isInLastPage &&
         !isLoading &&
         !endOfData &&
-        visibleStopIndex > lastRenderedRowInCurrentViewPortRef.current
+        lastRenderedRowInTheCurrentView >=
+          lastRenderedRowAtWhichWeLoadedData.current
       ) {
-        lastRenderedRowInCurrentViewPortRef.current = visibleStopIndex;
-        debouncedLoadMore();
+        if (lastRenderedRowAtWhichWeLoadedData.current !== rows.length) {
+          lastRenderedRowAtWhichWeLoadedData.current =
+            lastRenderedRowInTheCurrentView;
+        }
+
+        debouncedLoadMore(currentVisiblePage + 1);
       }
     },
-    [currentPage, isLoading, endOfData, pageSize, debouncedLoadMore],
+    [lastPageInTableDataset, isLoading, endOfData, pageSize, debouncedLoadMore],
   );
 
   /**
diff --git a/app/client/src/widgets/TableWidgetV2/component/header/actions/Actions.test.tsx b/app/client/src/widgets/TableWidgetV2/component/header/actions/Actions.test.tsx
index 22ee19260787..9b3109ae6fad 100644
--- a/app/client/src/widgets/TableWidgetV2/component/header/actions/Actions.test.tsx
+++ b/app/client/src/widgets/TableWidgetV2/component/header/actions/Actions.test.tsx
@@ -140,6 +140,7 @@ describe("TableWidget Actions Component", () => {
     onConnectData: jest.fn(),
     isLoading: false,
     endOfData: false,
+    cachedTableData: [],
   };
 
   const renderWithTableProvider = (props: Partial<TableProviderProps>) => {
diff --git a/app/client/src/widgets/TableWidgetV2/component/index.tsx b/app/client/src/widgets/TableWidgetV2/component/index.tsx
index 831c27e93ce4..069eb305b53d 100644
--- a/app/client/src/widgets/TableWidgetV2/component/index.tsx
+++ b/app/client/src/widgets/TableWidgetV2/component/index.tsx
@@ -109,6 +109,7 @@ interface ReactTableComponentProps {
   onConnectData: () => void;
   isInfiniteScrollEnabled: boolean;
   endOfData: boolean;
+  cachedTableData: Array<Record<string, unknown>>;
 }
 
 function ReactTableComponent(props: ReactTableComponentProps) {
@@ -243,6 +244,7 @@ function ReactTableComponent(props: ReactTableComponentProps) {
       borderRadius={props.borderRadius}
       borderWidth={borderWidth}
       boxShadow={props.boxShadow}
+      cachedTableData={props.cachedTableData}
       canFreezeColumn={canFreezeColumn}
       columnWidthMap={columnWidthMap}
       columns={columns}
@@ -356,6 +358,7 @@ export default React.memo(ReactTableComponent, (prev, next) => {
     prev.disabledAddNewRowSave === next.disabledAddNewRowSave &&
     prev.canFreezeColumn === next.canFreezeColumn &&
     prev.showConnectDataOverlay === next.showConnectDataOverlay &&
-    prev.isInfiniteScrollEnabled === next.isInfiniteScrollEnabled
+    prev.isInfiniteScrollEnabled === next.isInfiniteScrollEnabled &&
+    equal(prev.cachedTableData, next.cachedTableData)
   );
 });
diff --git a/app/client/src/widgets/TableWidgetV2/component/types.ts b/app/client/src/widgets/TableWidgetV2/component/types.ts
index 4e8978327fb4..4f94f4aa1f54 100644
--- a/app/client/src/widgets/TableWidgetV2/component/types.ts
+++ b/app/client/src/widgets/TableWidgetV2/component/types.ts
@@ -81,6 +81,7 @@ export interface TableProps {
   onConnectData: () => void;
   isInfiniteScrollEnabled: boolean;
   endOfData: boolean;
+  cachedTableData: Array<Record<string, unknown>>;
 }
 
 export interface TableProviderProps extends TableProps {
diff --git a/app/client/src/widgets/TableWidgetV2/widget/index.tsx b/app/client/src/widgets/TableWidgetV2/widget/index.tsx
index c96d88ff24c4..c2607d239789 100644
--- a/app/client/src/widgets/TableWidgetV2/widget/index.tsx
+++ b/app/client/src/widgets/TableWidgetV2/widget/index.tsx
@@ -1302,6 +1302,7 @@ class TableWidgetV2 extends BaseWidget<TableWidgetProps, WidgetState> {
           borderRadius={this.props.borderRadius}
           borderWidth={this.props.borderWidth}
           boxShadow={this.props.boxShadow}
+          cachedTableData={this.props.cachedTableData}
           canFreezeColumn={this.props.canFreezeColumn}
           columnWidthMap={this.props.columnWidthMap}
           columns={tableColumns}
@@ -3048,14 +3049,17 @@ class TableWidgetV2 extends BaseWidget<TableWidgetProps, WidgetState> {
       pushBatchMetaUpdates("cachedTableData", updatedCachedTableData);
 
       // The check (!!totalRecordsCount && processedTableData.length === totalRecordsCount) is added if the totalRecordsCount property is set then match the length with the processedTableData which has all flatted data from each page in a single array except the current tableData page i.e. [ ...array of page 1 data, ...array of page 2 data ]. Another 'or' check is if (tableData.length < pageSize) when totalRecordsCount is undefined. Table data has a single page data and if the data comes out to be lesser than the pageSize, it is assumed that the data is finished.
-      if (
-        (!!totalRecordsCount &&
-          processedTableData.length + tableData.length === totalRecordsCount) ||
-        (!totalRecordsCount && tableData.length < pageSize)
-      ) {
-        pushBatchMetaUpdates("endOfData", true);
-      } else {
-        pushBatchMetaUpdates("endOfData", false);
+      if (window?.navigator?.onLine) {
+        if (
+          (!!totalRecordsCount &&
+            processedTableData.length + tableData.length ===
+              totalRecordsCount) ||
+          (!totalRecordsCount && tableData.length < pageSize)
+        ) {
+          pushBatchMetaUpdates("endOfData", true);
+        } else {
+          pushBatchMetaUpdates("endOfData", false);
+        }
       }
 
       if (shouldCommitBatchUpdates) {