diff --git a/core/rbe.mk b/core/rbe.mk
index 7886e1ae4b8414d6fd2c1a933ef33554476cc514..019ac04efd22a025fca1ff2566f3f3f1af8bb435 100644
--- a/core/rbe.mk
+++ b/core/rbe.mk
@@ -46,8 +46,12 @@ ifneq ($(filter-out false,$(USE_RBE)),)
     d8_exec_strategy := "local"
   endif
 
+  platform := "container-image=docker://gcr.io/androidbuild-re-dockerimage/android-build-remoteexec-image@sha256:582efb38f0c229ea39952fff9e132ccbe183e14869b39888010dacf56b360d62"
+  cxx_platform := $(platform)",Pool=default"
+  java_r8_d8_platform := $(platform)",Pool=java16"
+
   RBE_WRAPPER := $(rbe_dir)/rewrapper
-  RBE_CXX := --labels=type=compile,lang=cpp,compiler=clang --env_var_whitelist=PWD --exec_strategy=$(cxx_rbe_exec_strategy)
+  RBE_CXX := --labels=type=compile,lang=cpp,compiler=clang --env_var_whitelist=PWD --exec_strategy=$(cxx_rbe_exec_strategy) --platform="$(cxx_platform)"
 
   # Append rewrapper to existing *_WRAPPER variables so it's possible to
   # use both ccache and rewrapper.
@@ -55,16 +59,17 @@ ifneq ($(filter-out false,$(USE_RBE)),)
   CXX_WRAPPER := $(strip $(CXX_WRAPPER) $(RBE_WRAPPER) $(RBE_CXX))
 
   ifdef RBE_JAVAC
-    JAVAC_WRAPPER := $(strip $(JAVAC_WRAPPER) $(RBE_WRAPPER) --labels=type=compile,lang=java,compiler=javac,shallow=true --exec_strategy=$(javac_exec_strategy))
+    JAVAC_WRAPPER := $(strip $(JAVAC_WRAPPER) $(RBE_WRAPPER) --labels=type=compile,lang=java,compiler=javac --exec_strategy=$(javac_exec_strategy) --platform="$(java_r8_d8_platform)")
   endif
 
   ifdef RBE_R8
-    R8_WRAPPER := $(strip $(RBE_WRAPPER) --labels=type=compile,compiler=r8,shallow=true --exec_strategy=$(r8_exec_strategy))
+    R8_WRAPPER := $(strip $(RBE_WRAPPER) --labels=type=compile,compiler=r8 --exec_strategy=$(r8_exec_strategy) --platform="$(java_r8_d8_platform)" --inputs=out/soong/host/linux-x86/framework/r8-compat-proguard.jar,build/make/core/proguard_basic_keeps.flags --toolchain_inputs=prebuilts/jdk/jdk11/linux-x86/bin/java)
   endif
 
   ifdef RBE_D8
-    D8_WRAPPER := $(strip $(RBE_WRAPPER) --labels=type=compile,compiler=d8,shallow=true --exec_strategy=$(d8_exec_strategy))
+    D8_WRAPPER := $(strip $(RBE_WRAPPER) --labels=type=compile,compiler=d8 --exec_strategy=$(d8_exec_strategy) --platform="$(java_r8_d8_platform)" --inputs=out/soong/host/linux-x86/framework/d8.jar --toolchain_inputs=prebuilts/jdk/jdk11/linux-x86/bin/java)
   endif
 
   rbe_dir :=
 endif
+