diff --git a/clang/lib/StaticAnalyzer/Checkers/NullabilityChecker.cpp b/clang/lib/StaticAnalyzer/Checkers/NullabilityChecker.cpp
--- a/clang/lib/StaticAnalyzer/Checkers/NullabilityChecker.cpp
+++ b/clang/lib/StaticAnalyzer/Checkers/NullabilityChecker.cpp
@@ -26,12 +26,13 @@
 
 #include "clang/StaticAnalyzer/Checkers/BuiltinCheckerRegistration.h"
 
+#include "clang/Analysis/AnyCall.h"
 #include "clang/StaticAnalyzer/Core/BugReporter/BugType.h"
 #include "clang/StaticAnalyzer/Core/Checker.h"
 #include "clang/StaticAnalyzer/Core/CheckerManager.h"
-#include "clang/StaticAnalyzer/Core/PathSensitive/CheckerHelpers.h"
-#include "clang/StaticAnalyzer/Core/PathSensitive/CheckerContext.h"
 #include "clang/StaticAnalyzer/Core/PathSensitive/CallEvent.h"
+#include "clang/StaticAnalyzer/Core/PathSensitive/CheckerContext.h"
+#include "clang/StaticAnalyzer/Core/PathSensitive/CheckerHelpers.h"
 
 #include "llvm/ADT/StringExtras.h"
 #include "llvm/Support/Path.h"
@@ -81,7 +82,8 @@
     : public Checker<check::Bind, check::PreCall, check::PreStmt<ReturnStmt>,
                      check::PostCall, check::PostStmt<ExplicitCastExpr>,
                      check::PostObjCMessage, check::DeadSymbols, eval::Assume,
-                     check::Location, check::Event<ImplicitNullDerefEvent>> {
+                     check::Location, check::Event<ImplicitNullDerefEvent>,
+                     check::BeginFunction> {
 
 public:
   // If true, the checker will not diagnose nullabilility issues for calls
@@ -102,6 +104,7 @@
   void checkEvent(ImplicitNullDerefEvent Event) const;
   void checkLocation(SVal Location, bool IsLoad, const Stmt *S,
                      CheckerContext &C) const;
+  void checkBeginFunction(CheckerContext &Ctx) const;
   ProgramStateRef evalAssume(ProgramStateRef State, SVal Cond,
                              bool Assumption) const;
 
@@ -563,6 +566,33 @@
   }
 }
 
+void NullabilityChecker::checkBeginFunction(CheckerContext &C) const {
+  const LocationContext *LCtx = C.getLocationContext();
+  auto AbstractCall = AnyCall::forDecl(LCtx->getDecl());
+  if (!AbstractCall)
+    return;
+
+  ProgramStateRef State = C.getState();
+  for (auto Parameter : AbstractCall->parameters()) {
+    if (!isValidPointerType(Parameter->getType()))
+      continue;
+
+    Nullability RequiredNullability =
+        getNullabilityAnnotation(Parameter->getType());
+    if (RequiredNullability != Nullability::Nullable)
+      continue;
+
+    const VarRegion *ParamRegion = State->getRegion(Parameter, LCtx);
+    auto StoredVal = State->getSVal(ParamRegion).getAs<loc::MemRegionVal>();
+    if (!StoredVal)
+      continue;
+
+    State = C.getState()->set<NullabilityMap>(
+        StoredVal->getRegion(), NullabilityState(RequiredNullability));
+    C.addTransition(State);
+  }
+}
+
 // Whenever we see a load from a typed memory region that's been annotated as
 // 'nonnull', we want to trust the user on that and assume that it is is indeed
 // non-null.
diff --git a/clang/test/Analysis/nullability.mm b/clang/test/Analysis/nullability.mm
--- a/clang/test/Analysis/nullability.mm
+++ b/clang/test/Analysis/nullability.mm
@@ -145,6 +145,17 @@
   }
 }
 
+void testArgumentTrackingDirectly(Dummy *_Nonnull nonnull, Dummy *_Nullable nullable) {
+  switch(getRandom()) {
+  case 1: testMultiParamChecking(nonnull, nullable, nonnull); break;
+  case 2: testMultiParamChecking(nonnull, nonnull, nonnull); break;
+  case 3: testMultiParamChecking(nonnull, nullable, nullable); break; // expected-warning {{Nullable pointer is passed to a callee that requires a non-null 3rd parameter}}
+  case 4: testMultiParamChecking(nullable, nullable, nonnull); // expected-warning {{Nullable pointer is passed to a callee that requires a non-null 1st parameter}}
+  case 5: testMultiParamChecking(nullable, nullable, nullable); // expected-warning {{Nullable pointer is passed to a callee that requires a non-null 1st parameter}}
+  case 6: testMultiParamChecking((Dummy *_Nonnull)0, nullable, nonnull); break;
+  }
+}
+
 Dummy *_Nonnull testNullableReturn(Dummy *_Nullable a) {
   Dummy *p = a;
   return p; // expected-warning {{Nullable pointer is returned from a function that is expected to return a non-null value}}