diff --git a/src/main/scala/com.ariskk.flink4s/WindowedStream.scala b/src/main/scala/com.ariskk.flink4s/WindowedStream.scala
index 386fb87..664eb58 100644
--- a/src/main/scala/com.ariskk.flink4s/WindowedStream.scala
+++ b/src/main/scala/com.ariskk.flink4s/WindowedStream.scala
@@ -1,8 +1,10 @@
 package com.ariskk.flink4s
 
+import cats.Semigroup
+import cats.kernel.Monoid
 import org.apache.flink.streaming.api.datastream.{WindowedStream => JavaWStream}
 import org.apache.flink.streaming.api.windowing.windows.Window
-import org.apache.flink.api.common.functions.ReduceFunction
+import org.apache.flink.api.common.functions.{AggregateFunction, ReduceFunction}
 import org.apache.flink.api.common.typeinfo.TypeInformation
 
 final case class WindowedStream[T, K, W <: Window](stream: JavaWStream[T, K, W])(implicit
@@ -16,4 +18,22 @@ final case class WindowedStream[T, K, W <: Window](stream: JavaWStream[T, K, W])
     DataStream(stream.reduce(reducer))
   }
 
+  def aggregate[A, O](agg: A, mergeF: (A, A) => A)(aggregateF: (A, T) => A)(outputF: A => O)(
+      implicit
+      aggTypeInformation: TypeInformation[A],
+      typeInformation: TypeInformation[O]
+  ): DataStream[O] = {
+    val reducer = new AggregateFunction[T, A, O] {
+
+      override def createAccumulator(): A = agg
+
+      override def add(value: T, accumulator: A): A = aggregateF(accumulator, value)
+
+      override def getResult(accumulator: A): O = outputF(accumulator)
+
+      override def merge(a: A, b: A): A = mergeF(a, b)
+    }
+    DataStream(stream.aggregate[A, O](reducer, aggTypeInformation, typeInformation))
+  }
+
 }
diff --git a/src/test/scala/com.ariskk.flink4s/WindowedStreamSpec.scala b/src/test/scala/com.ariskk.flink4s/WindowedStreamSpec.scala
index 5c06477..97db5c1 100644
--- a/src/test/scala/com.ariskk.flink4s/WindowedStreamSpec.scala
+++ b/src/test/scala/com.ariskk.flink4s/WindowedStreamSpec.scala
@@ -1,11 +1,12 @@
 package com.ariskk.flink4s
 
-import scala.collection.mutable.{Buffer => MutableBuffer}
+import cats.Monoid
+import cats.kernel.Semigroup
 
+import scala.collection.mutable.{Buffer => MutableBuffer}
 import org.scalatest.funspec.AnyFunSpec
 import org.scalatest.matchers.should.Matchers
 import org.apache.flink.streaming.api.functions.sink.SinkFunction
-
 import com.ariskk.flink4s.TypeInfo.{intTypeInfo, stringTypeInfo}
 
 final class WindowedStreamSpec extends AnyFunSpec with Matchers {
@@ -41,6 +42,53 @@ final class WindowedStreamSpec extends AnyFunSpec with Matchers {
       results.size should equal(4)
       results shouldBe List(50, 100, 100, 100)
     }
+
+    it("should apply aggregation to count window with slide") {
+      val env = FlinkExecutor.newEnv(parallelism = 1)
+      val stream = env.fromCollection((1 to 200).toList.map(_ => 1))
+      val results = stream
+        .keyBy(identity)
+        .countWindow(100, 50)
+        .aggregate[Int, Int]((agg, i) => agg + i)(identity(_))
+        .runAndCollect
+
+      results.size should equal(4)
+      results shouldBe List(50, 100, 100, 100)
+    }
+
+
+    it("should apply aggregation if aggregator and out are different types") {
+      val env = FlinkExecutor.newEnv(parallelism = 1)
+      val stream = env.fromCollection((1 to 200).toList.map(_ => 1))
+      val results = stream
+        .keyBy(identity)
+        .countWindow(100, 50)
+        .aggregate[Int, String]((agg, i) => agg + i)(_.toString)
+        .runAndCollect
+
+      results.size should equal(4)
+      results shouldBe List("50", "100", "100", "100")
+    }
+
+    it("should apply aggregation based on Monoid") {
+      val env = FlinkExecutor.newEnv(parallelism = 1)
+      val stream = env.fromCollection((1 to 200).toList.map(_ => 1))
+      implicit val semigroup = new Monoid[Int] {
+
+        override def empty: Int = 5
+
+        override def combine(x: Int, y: Int): Int = x + y
+      }
+
+      val results = stream
+        .keyBy(identity)
+        .countWindow(100, 50)
+        .aggregate[Int, Int]((agg, i) => agg + i)(identity(_))
+        .runAndCollect
+
+      results.size should equal(4)
+      results shouldBe List(55, 105, 105, 105)
+    }
   }
 
 }