diff --git a/skainet-backends/skainet-backend-api/build.gradle.kts b/skainet-backends/skainet-backend-api/build.gradle.kts
index e37a2ea34..5a0fcadc5 100644
--- a/skainet-backends/skainet-backend-api/build.gradle.kts
+++ b/skainet-backends/skainet-backend-api/build.gradle.kts
@@ -25,6 +25,13 @@ kotlin {
     linuxX64()
     linuxArm64()
 
+    // Android-native targets, for on-device consumers that link the engine directly
+    // (SKaiNET-transformers builds gemma-iree for androidNativeArm32). Unlike
+    // skainet-io-core this module has no posix-typed code, so arm32's Int-width
+    // ssize_t/size_t needs no separate 64-bit source set here.
+    androidNativeArm64()
+    androidNativeArm32()
+
     jvm()
 
     js {
@@ -102,5 +109,16 @@ kotlin {
         val linuxArm64Main by getting {
             dependsOn(linuxMain)
         }
+
+        // Straight onto nativeMain rather than linuxMain: Android's native targets are
+        // Linux-based, but linuxMain is free to grow glibc-specific code that bionic would
+        // not carry. nativeMain holds what actually applies to both.
+        val androidNativeArm64Main by getting {
+            dependsOn(nativeMain)
+        }
+
+        val androidNativeArm32Main by getting {
+            dependsOn(nativeMain)
+        }
     }
 }
diff --git a/skainet-backends/skainet-backend-cpu/build.gradle.kts b/skainet-backends/skainet-backend-cpu/build.gradle.kts
index d3309296f..7b56fbdec 100644
--- a/skainet-backends/skainet-backend-cpu/build.gradle.kts
+++ b/skainet-backends/skainet-backend-cpu/build.gradle.kts
@@ -44,6 +44,12 @@ kotlin {
         linuxX64Main { dependsOn(linuxMain.get()) }
         linuxArm64Main { dependsOn(linuxMain.get()) }
 
+        // See PlatformCpuOpsFactory.androidNative.kt for why these hang off nativeMain and
+        // not linuxMain.
+        androidNativeMain { dependsOn(nativeMain.get()) }
+        androidNativeArm32Main { dependsOn(androidNativeMain.get()) }
+        androidNativeArm64Main { dependsOn(androidNativeMain.get()) }
+
         // Golden (bit-identical) regression tests for the packed encodings — SKEEP-003 gate.
         // Shared by the JVM and Kotlin/Native test targets only: JS/Wasm compute Float in
         // double precision and are not expected to be bit-identical (they are covered by the
diff --git a/skainet-backends/skainet-backend-cpu/gradle.properties b/skainet-backends/skainet-backend-cpu/gradle.properties
index 8380ea84c..2c148ba07 100644
--- a/skainet-backends/skainet-backend-cpu/gradle.properties
+++ b/skainet-backends/skainet-backend-cpu/gradle.properties
@@ -1,4 +1,8 @@
 POM_ARTIFACT_ID=skainet-backend-cpu
 POM_NAME=skainet neural network scripting API
 
-kotlin.mpp.applyDefaultHierarchyTemplate=false
\ No newline at end of file
+kotlin.mpp.applyDefaultHierarchyTemplate=false
+
+# Adds androidNativeArm32/Arm64. On-device consumers link the eager CPU backend directly,
+# so it has to publish the same targets skainet-lang-core and skainet-io-core already do.
+skainet.targets=jvm,js,wasmJs,wasmWasi,apple,linux,androidNative
\ No newline at end of file
diff --git a/skainet-backends/skainet-backend-cpu/src/androidNativeMain/kotlin/sk/ainet/exec/tensor/ops/PlatformCpuOpsFactory.androidNative.kt b/skainet-backends/skainet-backend-cpu/src/androidNativeMain/kotlin/sk/ainet/exec/tensor/ops/PlatformCpuOpsFactory.androidNative.kt
new file mode 100644
index 000000000..0d2b0fb1b
--- /dev/null
+++ b/skainet-backends/skainet-backend-cpu/src/androidNativeMain/kotlin/sk/ainet/exec/tensor/ops/PlatformCpuOpsFactory.androidNative.kt
@@ -0,0 +1,22 @@
+package sk.ainet.exec.tensor.ops
+
+import sk.ainet.backend.api.kernel.KernelRegistry
+import sk.ainet.exec.kernel.ScalarKernelProvider
+import sk.ainet.lang.tensor.data.TensorDataFactory
+import sk.ainet.lang.tensor.ops.TensorOps
+
+/**
+ * Android's native targets get the same portable factory the Linux one uses, and for the same
+ * reason: `DirectCpuExecutionContext` is pure Kotlin here, with no cinterop of its own.
+ *
+ * It is a copy rather than a `dependsOn(linuxMain)` on purpose. Android native is Linux-based,
+ * but it is bionic, not glibc — `linuxMain` is free to grow code that assumes the latter, and
+ * inheriting that silently is worse than the six duplicated lines below. The accelerated
+ * kernels for these targets live in `skainet-backend-native-cpu`, not here.
+ */
+internal actual fun platformDefaultCpuOpsFactory(): (TensorDataFactory) -> TensorOps {
+    // Non-JVM has no ServiceLoader; register the scalar packed-quant kernels
+    // (Q4_K/Q6_K/Q5_1/Q5_0/Q8_0/Q4_0) so DefaultCpuOpsBase can dispatch them.
+    KernelRegistry.register(ScalarKernelProvider)
+    return { factory -> DefaultCpuOps(factory) }
+}
diff --git a/skainet-compile/skainet-compile-dag/build.gradle.kts b/skainet-compile/skainet-compile-dag/build.gradle.kts
index 4281ec714..0562de4c5 100644
--- a/skainet-compile/skainet-compile-dag/build.gradle.kts
+++ b/skainet-compile/skainet-compile-dag/build.gradle.kts
@@ -27,6 +27,13 @@ kotlin {
     linuxX64 ()
     linuxArm64 ()
 
+    // Android-native targets, for on-device consumers that link the engine directly
+    // (SKaiNET-transformers builds gemma-iree for androidNativeArm32). Unlike
+    // skainet-io-core this module has no posix-typed code, so arm32's Int-width
+    // ssize_t/size_t needs no separate 64-bit source set here.
+    androidNativeArm64()
+    androidNativeArm32()
+
     jvm()
 
     js {
diff --git a/skainet-compile/skainet-compile-json/build.gradle.kts b/skainet-compile/skainet-compile-json/build.gradle.kts
index 08d01b7d6..26c46f722 100644
--- a/skainet-compile/skainet-compile-json/build.gradle.kts
+++ b/skainet-compile/skainet-compile-json/build.gradle.kts
@@ -27,6 +27,11 @@ kotlin {
     linuxX64()
     linuxArm64()
 
+    // Android-native targets, to match the modules this one is compiled against: skainet-backend-cpu
+    // publishes them, and its commonTest depends on this module, so the target set has to close.
+    androidNativeArm64()
+    androidNativeArm32()
+
     jvm()
 
     js {
diff --git a/skainet-compile/skainet-compile-json/src/androidNativeMain/kotlin/sk/ainet/compile/json/Serialization.androidNative.kt b/skainet-compile/skainet-compile-json/src/androidNativeMain/kotlin/sk/ainet/compile/json/Serialization.androidNative.kt
new file mode 100644
index 000000000..ac3ab828b
--- /dev/null
+++ b/skainet-compile/skainet-compile-json/src/androidNativeMain/kotlin/sk/ainet/compile/json/Serialization.androidNative.kt
@@ -0,0 +1,12 @@
+package sk.ainet.compile.json
+
+import sk.ainet.compile.json.model.SkJsonExport
+
+/**
+ * One file for both `androidNativeArm32` and `androidNativeArm64` — the default hierarchy
+ * template groups them under `androidNativeMain`, so this does not need the per-target
+ * duplication the other native actuals here carry.
+ */
+public actual suspend fun writeExportToFile(export: SkJsonExport, path: String, pretty: Boolean) {
+    throw NotImplementedError("writeExportToFile is not implemented for Android native in this module. Use toJsonString() and handle file I/O in the host app.")
+}
diff --git a/skainet-compile/skainet-compile-opt/build.gradle.kts b/skainet-compile/skainet-compile-opt/build.gradle.kts
index 0315845fa..2b4893464 100644
--- a/skainet-compile/skainet-compile-opt/build.gradle.kts
+++ b/skainet-compile/skainet-compile-opt/build.gradle.kts
@@ -26,6 +26,13 @@ kotlin {
     linuxX64 ()
     linuxArm64 ()
 
+    // Android-native targets, for on-device consumers that link the engine directly
+    // (SKaiNET-transformers builds gemma-iree for androidNativeArm32). Unlike
+    // skainet-io-core this module has no posix-typed code, so arm32's Int-width
+    // ssize_t/size_t needs no separate 64-bit source set here.
+    androidNativeArm64()
+    androidNativeArm32()
+
     jvm()
 
     js {
diff --git a/skainet-io/skainet-io-gguf/build.gradle.kts b/skainet-io/skainet-io-gguf/build.gradle.kts
index 854c04052..c7819e045 100644
--- a/skainet-io/skainet-io-gguf/build.gradle.kts
+++ b/skainet-io/skainet-io-gguf/build.gradle.kts
@@ -36,6 +36,13 @@ kotlin {
     linuxX64 ()
     linuxArm64 ()
 
+    // Android-native targets, for on-device consumers that link the engine directly
+    // (SKaiNET-transformers builds gemma-iree for androidNativeArm32). Unlike
+    // skainet-io-core this module has no posix-typed code, so arm32's Int-width
+    // ssize_t/size_t needs no separate 64-bit source set here.
+    androidNativeArm64()
+    androidNativeArm32()
+
     js {
         browser()
     }
diff --git a/skainet-lang/skainet-lang-dag/build.gradle.kts b/skainet-lang/skainet-lang-dag/build.gradle.kts
index 448bc18c4..d00d95f42 100644
--- a/skainet-lang/skainet-lang-dag/build.gradle.kts
+++ b/skainet-lang/skainet-lang-dag/build.gradle.kts
@@ -28,6 +28,13 @@ kotlin {
     linuxX64()
     linuxArm64()
 
+    // Android-native targets, for on-device consumers that link the engine directly
+    // (SKaiNET-transformers builds gemma-iree for androidNativeArm32). Unlike
+    // skainet-io-core this module has no posix-typed code, so arm32's Int-width
+    // ssize_t/size_t needs no separate 64-bit source set here.
+    androidNativeArm64()
+    androidNativeArm32()
+
     jvm()
 
     js {
diff --git a/skainet-lang/skainet-lang-models/build.gradle.kts b/skainet-lang/skainet-lang-models/build.gradle.kts
index 0021c82a8..7d3211bd0 100644
--- a/skainet-lang/skainet-lang-models/build.gradle.kts
+++ b/skainet-lang/skainet-lang-models/build.gradle.kts
@@ -28,6 +28,11 @@ kotlin {
     linuxX64()
     linuxArm64()
 
+    // Android-native targets, to match the modules this one is compiled against: skainet-backend-cpu
+    // publishes them, and its commonTest depends on this module, so the target set has to close.
+    androidNativeArm64()
+    androidNativeArm32()
+
     jvm()
 
     js {