diff --git a/pkg/signoz/provider.go b/pkg/signoz/provider.go
index 88585ad467d0..c737bface022 100644
--- a/pkg/signoz/provider.go
+++ b/pkg/signoz/provider.go
@@ -136,7 +136,14 @@ func NewSQLMigrationProviderFactories(
 
 func NewTelemetryStoreProviderFactories() factory.NamedMap[factory.ProviderFactory[telemetrystore.TelemetryStore, telemetrystore.Config]] {
 	return factory.MustNewNamedMap(
-		clickhousetelemetrystore.NewFactory(telemetrystorehook.NewSettingsFactory(), telemetrystorehook.NewLoggingFactory()),
+		clickhousetelemetrystore.NewFactory(
+			telemetrystore.TelemetryStoreHookFactoryFunc(func(s string) factory.ProviderFactory[telemetrystore.TelemetryStoreHook, telemetrystore.Config] {
+				return telemetrystorehook.NewSettingsFactory(s)
+			}),
+			telemetrystore.TelemetryStoreHookFactoryFunc(func(s string) factory.ProviderFactory[telemetrystore.TelemetryStoreHook, telemetrystore.Config] {
+				return telemetrystorehook.NewLoggingFactory()
+			}),
+		),
 	)
 }
 
diff --git a/pkg/telemetrystore/clickhousetelemetrystore/provider.go b/pkg/telemetrystore/clickhousetelemetrystore/provider.go
index 2719b22fe540..b81ee4ffb1bf 100644
--- a/pkg/telemetrystore/clickhousetelemetrystore/provider.go
+++ b/pkg/telemetrystore/clickhousetelemetrystore/provider.go
@@ -16,22 +16,13 @@ type provider struct {
 	hooks          []telemetrystore.TelemetryStoreHook
 }
 
-func NewFactory(hookFactories ...factory.ProviderFactory[telemetrystore.TelemetryStoreHook, telemetrystore.Config]) factory.ProviderFactory[telemetrystore.TelemetryStore, telemetrystore.Config] {
+func NewFactory(hookFactories ...telemetrystore.TelemetryStoreHookFactoryFunc) factory.ProviderFactory[telemetrystore.TelemetryStore, telemetrystore.Config] {
 	return factory.NewProviderFactory(factory.MustNewName("clickhouse"), func(ctx context.Context, providerSettings factory.ProviderSettings, config telemetrystore.Config) (telemetrystore.TelemetryStore, error) {
-		// we want to fail fast so we have hook registration errors before creating the telemetry store
-		hooks := make([]telemetrystore.TelemetryStoreHook, len(hookFactories))
-		for i, hookFactory := range hookFactories {
-			hook, err := hookFactory.New(ctx, providerSettings, config)
-			if err != nil {
-				return nil, err
-			}
-			hooks[i] = hook
-		}
-		return New(ctx, providerSettings, config, hooks...)
+		return New(ctx, providerSettings, config, hookFactories...)
 	})
 }
 
-func New(ctx context.Context, providerSettings factory.ProviderSettings, config telemetrystore.Config, hooks ...telemetrystore.TelemetryStoreHook) (telemetrystore.TelemetryStore, error) {
+func New(ctx context.Context, providerSettings factory.ProviderSettings, config telemetrystore.Config, hookFactories ...telemetrystore.TelemetryStoreHookFactoryFunc) (telemetrystore.TelemetryStore, error) {
 	settings := factory.NewScopedProviderSettings(providerSettings, "github.com/SigNoz/signoz/pkg/telemetrystore/clickhousetelemetrystore")
 
 	options, err := clickhouse.ParseDSN(config.Clickhouse.DSN)
@@ -47,6 +38,20 @@ func New(ctx context.Context, providerSettings factory.ProviderSettings, config
 		return nil, err
 	}
 
+	var version string
+	if err := chConn.QueryRow(ctx, "SELECT version()").Scan(&version); err != nil {
+		return nil, err
+	}
+
+	hooks := make([]telemetrystore.TelemetryStoreHook, len(hookFactories))
+	for i, hookFactory := range hookFactories {
+		hook, err := hookFactory(version).New(ctx, providerSettings, config)
+		if err != nil {
+			return nil, err
+		}
+		hooks[i] = hook
+	}
+
 	return &provider{
 		settings:       settings,
 		clickHouseConn: chConn,
diff --git a/pkg/telemetrystore/telemetrystore.go b/pkg/telemetrystore/telemetrystore.go
index b33c00b8577e..c47ec0ff33da 100644
--- a/pkg/telemetrystore/telemetrystore.go
+++ b/pkg/telemetrystore/telemetrystore.go
@@ -4,6 +4,7 @@ import (
 	"context"
 
 	"github.com/ClickHouse/clickhouse-go/v2"
+	"github.com/SigNoz/signoz/pkg/factory"
 )
 
 type TelemetryStore interface {
@@ -19,6 +20,8 @@ type TelemetryStoreHook interface {
 	AfterQuery(ctx context.Context, event *QueryEvent)
 }
 
+type TelemetryStoreHookFactoryFunc func(string) factory.ProviderFactory[TelemetryStoreHook, Config]
+
 func WrapBeforeQuery(hooks []TelemetryStoreHook, ctx context.Context, event *QueryEvent) context.Context {
 	for _, hook := range hooks {
 		ctx = hook.BeforeQuery(ctx, event)
diff --git a/pkg/telemetrystore/telemetrystorehook/settings.go b/pkg/telemetrystore/telemetrystorehook/settings.go
index 4eae64dd349b..670c2e2b24ef 100644
--- a/pkg/telemetrystore/telemetrystorehook/settings.go
+++ b/pkg/telemetrystore/telemetrystorehook/settings.go
@@ -3,6 +3,7 @@ package telemetrystorehook
 import (
 	"context"
 	"encoding/json"
+	"strings"
 
 	"github.com/ClickHouse/clickhouse-go/v2"
 	"github.com/SigNoz/signoz/pkg/factory"
@@ -11,16 +12,20 @@ import (
 )
 
 type provider struct {
-	settings telemetrystore.QuerySettings
+	clickHouseVersion string
+	settings          telemetrystore.QuerySettings
 }
 
-func NewSettingsFactory() factory.ProviderFactory[telemetrystore.TelemetryStoreHook, telemetrystore.Config] {
-	return factory.NewProviderFactory(factory.MustNewName("settings"), NewSettings)
+func NewSettingsFactory(version string) factory.ProviderFactory[telemetrystore.TelemetryStoreHook, telemetrystore.Config] {
+	return factory.NewProviderFactory(factory.MustNewName("settings"), func(ctx context.Context, providerSettings factory.ProviderSettings, config telemetrystore.Config) (telemetrystore.TelemetryStoreHook, error) {
+		return NewSettings(ctx, providerSettings, config, version)
+	})
 }
 
-func NewSettings(ctx context.Context, providerSettings factory.ProviderSettings, config telemetrystore.Config) (telemetrystore.TelemetryStoreHook, error) {
+func NewSettings(ctx context.Context, providerSettings factory.ProviderSettings, config telemetrystore.Config, version string) (telemetrystore.TelemetryStoreHook, error) {
 	return &provider{
-		settings: config.Clickhouse.QuerySettings,
+		clickHouseVersion: version,
+		settings:          config.Clickhouse.QuerySettings,
 	}, nil
 }
 
@@ -75,7 +80,8 @@ func (h *provider) BeforeQuery(ctx context.Context, _ *telemetrystore.QueryEvent
 		settings["result_overflow_mode"] = ctx.Value("result_overflow_mode")
 	}
 
-	if !h.settings.SecondaryIndicesEnableBulkFiltering {
+	// ClickHouse version check is added since this setting is not support on version below 25.5
+	if strings.HasPrefix(h.clickHouseVersion, "25") && !h.settings.SecondaryIndicesEnableBulkFiltering {
 		// TODO(srikanthccv): enable it when the "Cannot read all data" issue is fixed
 		// https://github.com/ClickHouse/ClickHouse/issues/82283
 		settings["secondary_indices_enable_bulk_filtering"] = false