diff --git a/activators/caila/src/main/kotlin/com/justai/jaicf/activator/caila/JSON.kt b/activators/caila/src/main/kotlin/com/justai/jaicf/activator/caila/JSON.kt
index 8da30fc99..4f912d9dd 100644
--- a/activators/caila/src/main/kotlin/com/justai/jaicf/activator/caila/JSON.kt
+++ b/activators/caila/src/main/kotlin/com/justai/jaicf/activator/caila/JSON.kt
@@ -2,4 +2,4 @@ package com.justai.jaicf.activator.caila
 
 import kotlinx.serialization.json.Json
 
-internal val JSON = Json { ignoreUnknownKeys = true; encodeDefaults = true }
\ No newline at end of file
+internal val JSON = Json { ignoreUnknownKeys = true; isLenient = true; encodeDefaults = true }
\ No newline at end of file
diff --git a/activators/rasa/build.gradle.kts b/activators/rasa/build.gradle.kts
index ed78db295..cb4ef7943 100644
--- a/activators/rasa/build.gradle.kts
+++ b/activators/rasa/build.gradle.kts
@@ -15,4 +15,5 @@ dependencies {
     core()
     api(ktor("ktor-client-cio"))
     api(ktor("ktor-client-serialization-jvm"))
+    api(ktor("ktor-client-logging-jvm"))
 }
diff --git a/activators/rasa/src/main/kotlin/com/justai/jaicf/activator/rasa/RasaActivatorContext.kt b/activators/rasa/src/main/kotlin/com/justai/jaicf/activator/rasa/RasaActivatorContext.kt
index 3ed61969b..10e2634a8 100644
--- a/activators/rasa/src/main/kotlin/com/justai/jaicf/activator/rasa/RasaActivatorContext.kt
+++ b/activators/rasa/src/main/kotlin/com/justai/jaicf/activator/rasa/RasaActivatorContext.kt
@@ -4,10 +4,12 @@ import com.justai.jaicf.activator.intent.IntentActivatorContext
 import com.justai.jaicf.activator.rasa.api.Entity
 import com.justai.jaicf.activator.rasa.api.Intent
 import com.justai.jaicf.context.ActivatorContext
+import kotlinx.serialization.json.JsonObject
 
 data class RasaActivatorContext(
-    private val rasaIntent: Intent,
-    private val entities: List<Entity>
+    val rasaIntent: Intent,
+    val entities: List<Entity>,
+    val rawResponse: JsonObject
 ): IntentActivatorContext(
     confidence = rasaIntent.confidence,
     intent = rasaIntent.name
diff --git a/activators/rasa/src/main/kotlin/com/justai/jaicf/activator/rasa/RasaIntentActivator.kt b/activators/rasa/src/main/kotlin/com/justai/jaicf/activator/rasa/RasaIntentActivator.kt
index ad6cf869e..be85fd7cd 100644
--- a/activators/rasa/src/main/kotlin/com/justai/jaicf/activator/rasa/RasaIntentActivator.kt
+++ b/activators/rasa/src/main/kotlin/com/justai/jaicf/activator/rasa/RasaIntentActivator.kt
@@ -5,6 +5,7 @@ import com.justai.jaicf.activator.intent.BaseIntentActivator
 import com.justai.jaicf.activator.intent.IntentActivatorContext
 import com.justai.jaicf.activator.rasa.api.RasaApi
 import com.justai.jaicf.activator.rasa.api.RasaParseMessageRequest
+import com.justai.jaicf.activator.rasa.api.RasaParseMessageResponse
 import com.justai.jaicf.api.BotRequest
 import com.justai.jaicf.api.hasQuery
 import com.justai.jaicf.context.BotContext
@@ -23,13 +24,14 @@ class RasaIntentActivator(
 
     override fun recogniseIntent(botContext: BotContext, request: BotRequest): List<IntentActivatorContext> {
         val messageId = UUID.randomUUID().toString()
-        val response = api.parseMessage(RasaParseMessageRequest(request.input, messageId))
+        val json = api.parseMessage(RasaParseMessageRequest(request.input, messageId)) ?: return emptyList()
+        val response = api.Json.decodeFromJsonElement(RasaParseMessageResponse.serializer(), json)
 
-        response?.ranking ?: return emptyList()
+        response.ranking ?: return emptyList()
 
         return response.ranking
             .filter { it.confidence > confidenceThreshold }
-            .map { RasaActivatorContext(it, response.entities.orEmpty()) }
+            .map { RasaActivatorContext(it, response.entities.orEmpty(), json) }
     }
 
     class Factory(
diff --git a/activators/rasa/src/main/kotlin/com/justai/jaicf/activator/rasa/api/RasaApi.kt b/activators/rasa/src/main/kotlin/com/justai/jaicf/activator/rasa/api/RasaApi.kt
index 18366066f..cb9abcfa1 100644
--- a/activators/rasa/src/main/kotlin/com/justai/jaicf/activator/rasa/api/RasaApi.kt
+++ b/activators/rasa/src/main/kotlin/com/justai/jaicf/activator/rasa/api/RasaApi.kt
@@ -6,27 +6,35 @@ import io.ktor.client.HttpClient
 import io.ktor.client.engine.cio.CIO
 import io.ktor.client.features.json.JsonFeature
 import io.ktor.client.features.json.serializer.KotlinxSerializer
+import io.ktor.client.features.logging.*
 import io.ktor.client.request.post
 import io.ktor.http.ContentType
 import io.ktor.http.contentType
 import kotlinx.coroutines.runBlocking
 import kotlinx.serialization.json.Json
+import kotlinx.serialization.json.JsonObject
 
 class RasaApi(
     private val uri: String
 ) : WithLogger {
 
+    internal val Json = Json { ignoreUnknownKeys = true; isLenient = true }
+
     private val client = HttpClient(CIO) {
         expectSuccess = true
 
         install(JsonFeature) {
-            serializer = KotlinxSerializer(Json { ignoreUnknownKeys = true })
+            serializer = KotlinxSerializer(Json)
+        }
+
+        install(Logging) {
+            level = LogLevel.INFO
         }
     }
 
-    fun parseMessage(request: RasaParseMessageRequest) = runBlocking {
+    fun parseMessage(request: RasaParseMessageRequest): JsonObject? = runBlocking {
         try {
-            client.post<RasaParseMessageResponse>("$uri/model/parse".toUrl()) {
+            client.post<JsonObject>("$uri/model/parse".toUrl()) {
                 contentType(ContentType.Application.Json)
                 body = request
             }
@@ -34,5 +42,6 @@ class RasaApi(
             logger.error("Cannot parse $request", e)
             null
         }
+
     }
 }
\ No newline at end of file
diff --git a/channels/aimybox/src/main/kotlin/com/justai/jaicf/channel/aimybox/JSON.kt b/channels/aimybox/src/main/kotlin/com/justai/jaicf/channel/aimybox/JSON.kt
index b88917302..eccfe5d77 100644
--- a/channels/aimybox/src/main/kotlin/com/justai/jaicf/channel/aimybox/JSON.kt
+++ b/channels/aimybox/src/main/kotlin/com/justai/jaicf/channel/aimybox/JSON.kt
@@ -7,6 +7,7 @@ import kotlinx.serialization.modules.SerializersModule
 internal val JSON = Json {
 
     ignoreUnknownKeys = true
+    isLenient = true
     classDiscriminator = "type"
     encodeDefaults = true
 
diff --git a/channels/yandex-alice/src/main/kotlin/com/justai/jaicf/channel/yandexalice/JSON.kt b/channels/yandex-alice/src/main/kotlin/com/justai/jaicf/channel/yandexalice/JSON.kt
index e588d7926..58b49021d 100644
--- a/channels/yandex-alice/src/main/kotlin/com/justai/jaicf/channel/yandexalice/JSON.kt
+++ b/channels/yandex-alice/src/main/kotlin/com/justai/jaicf/channel/yandexalice/JSON.kt
@@ -10,6 +10,7 @@ import kotlinx.serialization.modules.SerializersModule
 internal val JSON = Json {
     classDiscriminator = "type"
     ignoreUnknownKeys = true
+    isLenient = true
     encodeDefaults = true
 
     serializersModule = SerializersModule {