diff --git a/uarray/tests/test_typing.py b/uarray/tests/test_typing.py
new file mode 100644
index 0000000..cd63fc7
--- /dev/null
+++ b/uarray/tests/test_typing.py
@@ -0,0 +1,66 @@
+import uarray
+from uarray.typing import _generate_arg_extractor_replacer, DispatchableArg
+from typing import Optional
+
+
+def example_function(a: int, b: float, c: Optional[str] = None):
+    pass
+
+
+EXAMPLE_ANNOTATIONS = (
+    DispatchableArg("a", dispatch_type="int", coercible=True),
+    DispatchableArg("b", dispatch_type="float", coercible=False),
+)
+
+
+def test_automatic_extractor():
+    extractor, _ = _generate_arg_extractor_replacer(
+        example_function, EXAMPLE_ANNOTATIONS
+    )
+
+    def validate_dispatchables(dispatchables, a, b):
+        assert isinstance(dispatchables, tuple)
+        assert len(dispatchables) == 2
+        assert dispatchables[0].value is a
+        assert dispatchables[0].type == "int"
+        assert dispatchables[0].coercible == True
+
+        assert dispatchables[1].value is b
+        assert dispatchables[1].type == "float"
+        assert dispatchables[1].coercible == False
+
+    a, b = 1, 2.0
+    validate_dispatchables(extractor(a, b), a, b)
+    validate_dispatchables(extractor(a, b=b), a, b)
+    validate_dispatchables(extractor(b=b, a=a), a, b)
+    validate_dispatchables(extractor(c="c", a=a, b=b), a, b)
+    validate_dispatchables(extractor(a, b, "c"), a, b)
+
+
+def test_automatic_replacer():
+    _, replacer = _generate_arg_extractor_replacer(
+        example_function, EXAMPLE_ANNOTATIONS
+    )
+
+    a, b = 1, 2.0
+    d = (3, 4.0)
+
+    args, kwargs = replacer((a, b), {}, d)
+    assert args == (3, 4.0)
+    assert kwargs == {}
+
+    args, kwargs = replacer((a,), dict(b=b), d)
+    assert args == (3,)
+    assert kwargs == dict(b=4.0)
+
+    args, kwargs = replacer((), dict(a=a, b=b), d)
+    assert args == ()
+    assert kwargs == dict(a=3, b=4.0)
+
+    args, kwargs = replacer((a, b, "c"), dict(), d)
+    assert args == (3, 4.0, "c")
+    assert kwargs == dict()
+
+    args, kwargs = replacer((a, b), dict(c="c"), d)
+    assert args == (3, 4.0)
+    assert kwargs == dict(c="c")
diff --git a/uarray/typing.py b/uarray/typing.py
new file mode 100644
index 0000000..9c32d79
--- /dev/null
+++ b/uarray/typing.py
@@ -0,0 +1,72 @@
+from typing import Any, Callable, Sequence
+import inspect
+from dataclasses import dataclass
+import functools
+
+import uarray
+
+
+@dataclass(frozen=True)
+class DispatchableArg:
+    name: str
+    dispatch_type: Any
+    coercible: bool = True
+
+
+def _generate_arg_extractor_replacer(
+    func: Callable, dispatch_args: Sequence[DispatchableArg]
+):
+    sig = inspect.signature(func)
+    dispatchable_args = []
+
+    annotations = {}
+    for d in dispatch_args:
+        if d.name in annotations:
+            raise ValueError(f"Duplicate DispatchableArg annotation for '{d.name}'")
+
+        annotations[d.name] = d
+
+    for i, p in enumerate(sig.parameters.values()):
+        ann = annotations.get(p.name, None)
+        if ann is None:
+            continue
+
+        dispatchable_args.append((i, ann))
+
+    @functools.wraps(func)
+    def arg_extractor(*args, **kwargs):
+        # Raise appropriate TypeError if the signature doesn't match
+        func(*args, **kwargs)
+
+        dispatchables = []
+        for i, ann in dispatchable_args:
+            if len(args) > i:
+                dispatchables.append(
+                    uarray.Dispatchable(args[i], ann.dispatch_type, ann.coercible)
+                )
+            elif ann.name in kwargs:
+                dispatchables.append(
+                    uarray.Dispatchable(
+                        kwargs[ann.name], ann.dispatch_type, ann.coercible
+                    )
+                )
+
+        return tuple(dispatchables)
+
+    def arg_replacer(args, kwargs, dispatchables):
+        new_args = list(args)
+        new_kwargs = kwargs.copy()
+        cur_idx = 0
+
+        for i, ann in dispatchable_args:
+            if len(args) > i:
+                new_args[i] = dispatchables[cur_idx]
+                cur_idx += 1
+            elif ann.name in kwargs:
+                new_kwargs[ann.name] = dispatchables[cur_idx]
+                cur_idx += 1
+
+        assert cur_idx == len(dispatchables)
+        return tuple(new_args), new_kwargs
+
+    return arg_extractor, arg_replacer