diff --git a/web/src/components/DisputeCard/index.tsx b/web/src/components/DisputeCard/index.tsx
index fb4fb0edc..978dd69de 100644
--- a/web/src/components/DisputeCard/index.tsx
+++ b/web/src/components/DisputeCard/index.tsx
@@ -14,7 +14,7 @@ import DisputeInfo from "./DisputeInfo";
 import PeriodBanner from "./PeriodBanner";
 import { isUndefined } from "utils/index";
 import { responsiveSize } from "styles/responsiveSize";
-import { INVALID_DISPUTE_DATA_ERROR } from "consts/index";
+import { INVALID_DISPUTE_DATA_ERROR, RPC_ERROR } from "consts/index";
 
 const StyledCard = styled(Card)`
   width: 100%;
@@ -104,12 +104,13 @@ const DisputeCard: React.FC<IDisputeCard> = ({
     currentPeriodIndex === 4
       ? lastPeriodChange
       : getPeriodEndTimestamp(lastPeriodChange, currentPeriodIndex, court.timesPerPeriod);
-  const { data: disputeDetails } = usePopulatedDisputeData(id, arbitrated.id as `0x${string}`);
+  const { data: disputeDetails, isError } = usePopulatedDisputeData(id, arbitrated.id as `0x${string}`);
 
   const { data: courtPolicy } = useCourtPolicy(court.id);
   const courtName = courtPolicy?.name;
   const category = disputeDetails?.category;
   const navigate = useNavigate();
+  const errMsg = isError ? RPC_ERROR : INVALID_DISPUTE_DATA_ERROR;
   return (
     <>
       {!isList || overrideIsList ? (
@@ -119,7 +120,7 @@ const DisputeCard: React.FC<IDisputeCard> = ({
             {isUndefined(disputeDetails) ? (
               <StyledSkeleton />
             ) : (
-              <TruncatedTitle text={disputeDetails?.title ?? INVALID_DISPUTE_DATA_ERROR} maxLength={100} />
+              <TruncatedTitle text={disputeDetails?.title ?? errMsg} maxLength={100} />
             )}
             <DisputeInfo
               disputeID={id}
@@ -137,7 +138,7 @@ const DisputeCard: React.FC<IDisputeCard> = ({
           <PeriodBanner isCard={false} id={parseInt(id)} period={currentPeriodIndex} />
           <ListContainer>
             <ListTitle>
-              <TruncatedTitle text={disputeDetails?.title ?? INVALID_DISPUTE_DATA_ERROR} maxLength={50} />
+              <TruncatedTitle text={disputeDetails?.title ?? errMsg} maxLength={50} />
             </ListTitle>
             <DisputeInfo
               courtId={court?.id}
diff --git a/web/src/components/DisputePreview/DisputeContext.tsx b/web/src/components/DisputePreview/DisputeContext.tsx
index 997466526..0eede6f2c 100644
--- a/web/src/components/DisputePreview/DisputeContext.tsx
+++ b/web/src/components/DisputePreview/DisputeContext.tsx
@@ -7,7 +7,7 @@ import { Answer as IAnswer } from "context/NewDisputeContext";
 import AliasDisplay from "./Alias";
 import { responsiveSize } from "styles/responsiveSize";
 import { DisputeDetails } from "@kleros/kleros-sdk/src/dataMappings/utils/disputeDetailsTypes";
-import { INVALID_DISPUTE_DATA_ERROR } from "consts/index";
+import { INVALID_DISPUTE_DATA_ERROR, RPC_ERROR } from "consts/index";
 
 const StyledH1 = styled.h1`
   margin: 0;
@@ -60,14 +60,14 @@ const Divider = styled.hr`
 `;
 interface IDisputeContext {
   disputeDetails?: DisputeDetails;
+  isRpcError?: boolean;
 }
 
-export const DisputeContext: React.FC<IDisputeContext> = ({ disputeDetails }) => {
+export const DisputeContext: React.FC<IDisputeContext> = ({ disputeDetails, isRpcError = false }) => {
+  const errMsg = isRpcError ? RPC_ERROR : INVALID_DISPUTE_DATA_ERROR;
   return (
     <>
-      <StyledH1>
-        {isUndefined(disputeDetails) ? <StyledSkeleton /> : disputeDetails?.title ?? INVALID_DISPUTE_DATA_ERROR}
-      </StyledH1>
+      <StyledH1>{isUndefined(disputeDetails) ? <StyledSkeleton /> : disputeDetails?.title ?? errMsg}</StyledH1>
       {!isUndefined(disputeDetails) && (
         <QuestionAndDescription>
           <StyledReactMarkDown>{disputeDetails?.question}</StyledReactMarkDown>
diff --git a/web/src/consts/index.ts b/web/src/consts/index.ts
index 77410987b..ffd10d323 100644
--- a/web/src/consts/index.ts
+++ b/web/src/consts/index.ts
@@ -25,3 +25,4 @@ export const GENESIS_BLOCK_ARBSEPOLIA = BigInt(process.env.REACT_APP_GENESIS_BLO
 export const isProductionDeployment = () => process.env.REACT_APP_DEPLOYMENT !== "mainnet";
 
 export const INVALID_DISPUTE_DATA_ERROR = `The dispute data is not valid, please vote "Refuse to arbitrate"`;
+export const RPC_ERROR = `RPC Error: Unable to fetch dispute data. Please avoid voting.`;
diff --git a/web/src/hooks/queries/usePopulatedDisputeData.ts b/web/src/hooks/queries/usePopulatedDisputeData.ts
index b48980c58..068c8d862 100644
--- a/web/src/hooks/queries/usePopulatedDisputeData.ts
+++ b/web/src/hooks/queries/usePopulatedDisputeData.ts
@@ -1,6 +1,6 @@
 import { useQuery } from "@tanstack/react-query";
 import { graphql } from "src/graphql";
-import { PublicClient } from "viem";
+import { HttpRequestError, PublicClient, RpcError } from "viem";
 import { usePublicClient } from "wagmi";
 import { getIArbitrableV2 } from "hooks/contracts/generated";
 import { isUndefined } from "utils/index";
@@ -10,6 +10,7 @@ import { GENESIS_BLOCK_ARBSEPOLIA } from "consts/index";
 import { populateTemplate } from "@kleros/kleros-sdk/src/dataMappings/utils/populateTemplate";
 import { executeActions } from "@kleros/kleros-sdk/src/dataMappings/executeActions";
 import { DisputeDetails } from "@kleros/kleros-sdk/src/dataMappings/utils/disputeDetailsTypes";
+import { debounceErrorToast } from "utils/debounceErrorToast";
 
 const disputeTemplateQuery = graphql(`
   query DisputeTemplate($id: ID!) {
@@ -24,14 +25,14 @@ const disputeTemplateQuery = graphql(`
 
 export const usePopulatedDisputeData = (disputeID?: string, arbitrableAddress?: `0x${string}`) => {
   const publicClient = usePublicClient();
-  const { data: crossChainData } = useIsCrossChainDispute(disputeID, arbitrableAddress);
+  const { data: crossChainData, isError } = useIsCrossChainDispute(disputeID, arbitrableAddress);
   const isEnabled = !isUndefined(disputeID) && !isUndefined(crossChainData) && !isUndefined(arbitrableAddress);
   return useQuery<DisputeDetails>({
     queryKey: [`DisputeTemplate${disputeID}${arbitrableAddress}`],
     enabled: isEnabled,
     staleTime: Infinity,
     queryFn: async () => {
-      if (isEnabled) {
+      if (isEnabled && !isError) {
         try {
           const { isCrossChainDispute, crossChainTemplateId } = crossChainData;
           const templateId = isCrossChainDispute
@@ -55,7 +56,12 @@ export const usePopulatedDisputeData = (disputeID?: string, arbitrableAddress?:
           const disputeDetails = populateTemplate(templateData, data);
 
           return disputeDetails;
-        } catch {
+        } catch (error) {
+          if (error instanceof HttpRequestError || error instanceof RpcError) {
+            debounceErrorToast("RPC failed!, Please avoid voting.");
+            throw Error;
+          }
+
           return {} as DisputeDetails;
         }
       } else throw Error;
diff --git a/web/src/hooks/useIsCrossChainDispute.ts b/web/src/hooks/useIsCrossChainDispute.ts
index 5720203a3..5536bd2c5 100644
--- a/web/src/hooks/useIsCrossChainDispute.ts
+++ b/web/src/hooks/useIsCrossChainDispute.ts
@@ -3,6 +3,8 @@ import { usePublicClient } from "wagmi";
 import { getIHomeGateway } from "hooks/contracts/generated";
 import { isUndefined } from "utils/index";
 import { GENESIS_BLOCK_ARBSEPOLIA } from "src/consts";
+import { debounceErrorToast } from "utils/debounceErrorToast";
+import { HttpRequestError, RpcError } from "viem";
 
 interface IIsCrossChainDispute {
   isCrossChainDispute: boolean;
@@ -20,36 +22,43 @@ export const useIsCrossChainDispute = (disputeID?: string, arbitrableAddress?: `
     staleTime: Infinity,
     queryFn: async () => {
       if (isEnabled) {
-        const arbitrable = getIHomeGateway({
-          address: arbitrableAddress,
-        });
-        const crossChainDisputeFilter = await arbitrable.createEventFilter.CrossChainDisputeIncoming(
-          {
-            _arbitratorDisputeID: BigInt(disputeID),
-          },
-          {
-            fromBlock: GENESIS_BLOCK_ARBSEPOLIA,
-            toBlock: "latest",
-          }
-        );
-        const crossChainDisputeEvents = await publicClient.getFilterLogs({
-          filter: crossChainDisputeFilter,
-        });
+        try {
+          const arbitrable = getIHomeGateway({
+            address: arbitrableAddress,
+          });
+          const crossChainDisputeFilter = await arbitrable.createEventFilter.CrossChainDisputeIncoming(
+            {
+              _arbitratorDisputeID: BigInt(disputeID),
+            },
+            {
+              fromBlock: GENESIS_BLOCK_ARBSEPOLIA,
+              toBlock: "latest",
+            }
+          );
+          const crossChainDisputeEvents = await publicClient.getFilterLogs({
+            filter: crossChainDisputeFilter,
+          });
 
-        if (crossChainDisputeEvents.length > 0) {
-          return {
-            isCrossChainDispute: true,
-            crossChainId: crossChainDisputeEvents[0].args._arbitrableChainId ?? 0n,
-            crossChainTemplateId: crossChainDisputeEvents[0].args._templateId ?? 0n,
-            crossChainArbitrableAddress: crossChainDisputeEvents[0].args._arbitrable ?? "0x",
-          };
-        } else {
-          return {
-            isCrossChainDispute: false,
-            crossChainId: 0n,
-            crossChainTemplateId: 0n,
-            crossChainArbitrableAddress: "0x",
-          };
+          if (crossChainDisputeEvents.length > 0) {
+            return {
+              isCrossChainDispute: true,
+              crossChainId: crossChainDisputeEvents[0].args._arbitrableChainId ?? 0n,
+              crossChainTemplateId: crossChainDisputeEvents[0].args._templateId ?? 0n,
+              crossChainArbitrableAddress: crossChainDisputeEvents[0].args._arbitrable ?? "0x",
+            };
+          } else {
+            return {
+              isCrossChainDispute: false,
+              crossChainId: 0n,
+              crossChainTemplateId: 0n,
+              crossChainArbitrableAddress: "0x",
+            };
+          }
+        } catch (error) {
+          if (error instanceof HttpRequestError || error instanceof RpcError) {
+            debounceErrorToast("RPC failed!, Please avoid voting.");
+          }
+          throw Error;
         }
       } else throw Error;
     },
diff --git a/web/src/pages/Cases/CaseDetails/Overview/index.tsx b/web/src/pages/Cases/CaseDetails/Overview/index.tsx
index 8bd5e7c3c..e2ea704c1 100644
--- a/web/src/pages/Cases/CaseDetails/Overview/index.tsx
+++ b/web/src/pages/Cases/CaseDetails/Overview/index.tsx
@@ -39,7 +39,7 @@ interface IOverview {
 
 const Overview: React.FC<IOverview> = ({ arbitrable, courtID, currentPeriodIndex }) => {
   const { id } = useParams();
-  const { data: disputeDetails } = usePopulatedDisputeData(id, arbitrable);
+  const { data: disputeDetails, isError } = usePopulatedDisputeData(id, arbitrable);
   const { data: dispute } = useDisputeDetailsQuery(id);
   const { data: courtPolicy } = useCourtPolicy(courtID);
   const { data: votingHistory } = useVotingHistory(id);
@@ -52,7 +52,7 @@ const Overview: React.FC<IOverview> = ({ arbitrable, courtID, currentPeriodIndex
   return (
     <>
       <Container>
-        <DisputeContext disputeDetails={disputeDetails} />
+        <DisputeContext disputeDetails={disputeDetails} isRpcError={isError} />
         <Divider />
 
         <Verdict arbitrable={arbitrable} />
diff --git a/web/src/pages/Cases/CaseDetails/Voting/VotingHistory.tsx b/web/src/pages/Cases/CaseDetails/Voting/VotingHistory.tsx
index 07b2a2d0c..c8fd3da9f 100644
--- a/web/src/pages/Cases/CaseDetails/Voting/VotingHistory.tsx
+++ b/web/src/pages/Cases/CaseDetails/Voting/VotingHistory.tsx
@@ -11,6 +11,7 @@ import { getDrawnJurorsWithCount } from "utils/getDrawnJurorsWithCount";
 import { useDisputeDetailsQuery } from "hooks/queries/useDisputeDetailsQuery";
 import VotesAccordion from "./VotesDetails";
 import Skeleton from "react-loading-skeleton";
+import { INVALID_DISPUTE_DATA_ERROR, RPC_ERROR } from "consts/index";
 
 const Container = styled.div``;
 
@@ -24,7 +25,7 @@ const VotingHistory: React.FC<{ arbitrable?: `0x${string}`; isQuestion: boolean
   const { data: votingHistory } = useVotingHistory(id);
   const { data: disputeData } = useDisputeDetailsQuery(id);
   const [currentTab, setCurrentTab] = useState(0);
-  const { data: disputeDetails } = usePopulatedDisputeData(id, arbitrable);
+  const { data: disputeDetails, isError } = usePopulatedDisputeData(id, arbitrable);
   const rounds = votingHistory?.dispute?.rounds;
 
   const localRounds = getLocalRounds(votingHistory?.dispute?.disputeKitDispute);
@@ -45,7 +46,7 @@ const VotingHistory: React.FC<{ arbitrable?: `0x${string}`; isQuestion: boolean
           {isQuestion && disputeDetails.question ? (
             <ReactMarkdown>{disputeDetails.question}</ReactMarkdown>
           ) : (
-            <ReactMarkdown>{"The dispute's template is not correct please vote refuse to arbitrate"}</ReactMarkdown>
+            <ReactMarkdown>{isError ? RPC_ERROR : INVALID_DISPUTE_DATA_ERROR}</ReactMarkdown>
           )}
           <StyledTabs
             currentValue={currentTab}
diff --git a/web/src/utils/debounceErrorToast.ts b/web/src/utils/debounceErrorToast.ts
new file mode 100644
index 000000000..ca69b8032
--- /dev/null
+++ b/web/src/utils/debounceErrorToast.ts
@@ -0,0 +1,11 @@
+import { toast } from "react-toastify";
+import { OPTIONS as toastOptions } from "utils/wrapWithToast";
+
+let timeoutId: NodeJS.Timeout;
+export const debounceErrorToast = (msg: string) => {
+  if (timeoutId) clearTimeout(timeoutId);
+
+  timeoutId = setTimeout(() => {
+    toast.error(msg, toastOptions);
+  }, 5000);
+};
diff --git a/web/src/utils/graphqlQueryFnHelper.ts b/web/src/utils/graphqlQueryFnHelper.ts
index 47235f63c..4deb63c76 100644
--- a/web/src/utils/graphqlQueryFnHelper.ts
+++ b/web/src/utils/graphqlQueryFnHelper.ts
@@ -1,6 +1,7 @@
 import request from "graphql-request";
 import { arbitrumSepolia } from "wagmi/chains";
 import { TypedDocumentNode } from "@graphql-typed-document-node/core";
+import { debounceErrorToast } from "./debounceErrorToast";
 
 const CHAINID_TO_DISPUTE_TEMPLATE_SUBGRAPH = {
   [arbitrumSepolia.id]:
@@ -18,6 +19,11 @@ export const graphqlQueryFnHelper = async (
   isDisputeTemplate = false,
   chainId = arbitrumSepolia.id
 ) => {
-  const url = graphqlUrl(isDisputeTemplate, chainId);
-  return request(url, query, parametersObject);
+  try {
+    const url = graphqlUrl(isDisputeTemplate, chainId);
+    return await request(url, query, parametersObject);
+  } catch (error) {
+    console.log("Graph error: ", { error });
+    debounceErrorToast("Graph query error: failed to fetch data.");
+  }
 };