diff --git a/cmd/node/appchain.go b/cmd/node/appchain.go
index 9d049d7..f640527 100644
--- a/cmd/node/appchain.go
+++ b/cmd/node/appchain.go
@@ -10,6 +10,7 @@ import (
 	"path/filepath"
 	"strconv"
 	"strings"
+	"time"
 
 	cosmossdk_io_math "cosmossdk.io/math"
 	types "github.com/allora-network/allora-chain/x/emissions"
@@ -166,11 +167,48 @@ func queryIsNodeRegistered(appchain AppChain) bool {
 	return (len(queryResp.Nodes) >= 1)
 }
 
+// Retry function with a constant number of retries.
+func (ap *AppChain) SendInferencesWithRetry(ctx context.Context, req *types.MsgProcessInferences, MaxRetries int, Delay int) (*cosmosclient.Response, error) {
+	var txResp *cosmosclient.Response
+	var err error
+
+	for retryCount := 0; retryCount <= MaxRetries; retryCount++ {
+		txResp, err := ap.Client.BroadcastTx(ctx, ap.ReputerAccount, req)
+		if err == nil {
+			ap.Logger.Info().Any("Tx Hash:", txResp.TxHash).Msg("successfully sent inferences to allora blockchain")
+			break
+		}
+		// Log the error for each retry.
+		ap.Logger.Info().Err(err).Msgf("Failed to send inferences to allora blockchain, retrying... (Retry %d/%d)", retryCount, MaxRetries)
+		// Wait for a short duration before retrying (you may customize this duration).
+		time.Sleep(time.Second)
+	}
+	return txResp, err
+}
+
+// Retry function with a constant number of retries.
+func (ap *AppChain) SendWeightsWithRetry(ctx context.Context, req *types.MsgSetWeights, MaxRetries int, Delay int) (*cosmosclient.Response, error) {
+	var txResp *cosmosclient.Response
+	var err error
+
+	for retryCount := 0; retryCount <= MaxRetries; retryCount++ {
+		txResp, err := ap.Client.BroadcastTx(ctx, ap.ReputerAccount, req)
+		if err == nil {
+			ap.Logger.Info().Any("Tx Hash:", txResp.TxHash).Msg("successfully sent inferences to allora blockchain")
+			break
+		}
+		// Log the error for each retry.
+		ap.Logger.Info().Err(err).Msgf("Failed to send inferences to allora blockchain, retrying... (Retry %d/%d)", retryCount, MaxRetries)
+		// Wait for a short duration before retrying (you may customize this duration).
+		time.Sleep(time.Second)
+	}
+	return txResp, err
+}
+
 // Sending Inferences to the AppChain
-func (ap *AppChain) SendInferences(ctx context.Context, topicId uint64, results aggregate.Results) []WorkerInference {
+func (ap *AppChain) SendInferences(ctx context.Context, topicId uint64, results aggregate.Results) {
 	// Aggregate the inferences from all peers/workers
 	var inferences []*types.Inference
-	var workersInferences []WorkerInference
 
 	for _, result := range results {
 		for _, peer := range result.Peers {
@@ -200,7 +238,6 @@ func (ap *AppChain) SendInferences(ctx context.Context, topicId uint64, results
 				Value:   cosmossdk_io_math.NewUint(parsed),
 			}
 			inferences = append(inferences, inference)
-			workersInferences = append(workersInferences, WorkerInference{Worker: inference.Worker, Inference: inference.Value})
 		}
 	}
 
@@ -209,14 +246,7 @@ func (ap *AppChain) SendInferences(ctx context.Context, topicId uint64, results
 		Inferences: inferences,
 	}
 
-	txResp, err := ap.Client.BroadcastTx(ctx, ap.ReputerAccount, req)
-	if err != nil {
-		ap.Logger.Info().Err(err).Msg("failed to send inferences to allora blockchain")
-	} else {
-		ap.Logger.Info().Any("Tx Hash:", txResp.TxHash).Msg("successfully sent inferences to allora blockchain")
-	}
-
-	return workersInferences
+	ap.SendInferencesWithRetry(ctx, req, 3, 0)
 }
 
 func (ap *AppChain) SendUpdatedWeights(ctx context.Context, topicId uint64, results aggregate.Results) {
@@ -255,12 +285,7 @@ func (ap *AppChain) SendUpdatedWeights(ctx context.Context, topicId uint64, resu
 		Weights: weights,
 	}
 
-	txResp, err := ap.Client.BroadcastTx(ctx, ap.ReputerAccount, req)
-	if err != nil {
-		ap.Logger.Info().Err(err).Msg("failed to send weights to allora blockchain")
-	} else {
-		ap.Logger.Info().Any("Tx Resp:", txResp).Msg("successfully sent weights to allora blockchain")
-	}
+	ap.SendWeightsWithRetry(ctx, req, 3, 0)
 }
 
 func parseFloatToUint64Weights(input string) (uint64, error) {
diff --git a/cmd/node/types.go b/cmd/node/types.go
index d814d92..0612201 100644
--- a/cmd/node/types.go
+++ b/cmd/node/types.go
@@ -1,7 +1,6 @@
 package main
 
 import (
-	cosmossdk_io_math "cosmossdk.io/math"
 	types "github.com/allora-network/allora-chain/x/emissions"
 	"github.com/blocklessnetwork/b7s/config"
 	"github.com/blocklessnetwork/b7s/models/blockless"
@@ -41,11 +40,6 @@ type AppChainConfig struct {
 	ReconnectSeconds         uint64 // seconds to wait for reconnection
 }
 
-type WorkerInference struct {
-	Worker    string                 `json:"worker"`
-	Inference cosmossdk_io_math.Uint `json:"inference"`
-}
-
 type WeightsResponse struct {
 	Value string `json:"value"`
 }