diff --git a/use_cases/asynchronous_mail_send.md b/use_cases/asynchronous_mail_send.md
index de38dc751..06e31f98a 100644
--- a/use_cases/asynchronous_mail_send.md
+++ b/use_cases/asynchronous_mail_send.md
@@ -1,15 +1,35 @@
 # Asynchronous Mail Send
 
-## Using `asyncio` (3.5+)
+## Using `asyncio` (3.6+)
 
 The built-in `asyncio` library can be used to send email in a non-blocking manner. `asyncio` helps us execute mail sending in a separate context, allowing us to continue the execution of business logic without waiting for all our emails to send first.
 
 ```python
 from sendgrid import SendGridAPIClient
 from sendgrid.helpers.mail import Content, Mail, From, To, Mail
+from functools import partial
 import os
 import asyncio
 
+try:
+    # Python 3.7+ only.  This is more efficient than get_event_loop where
+    # available.
+    from asyncio import get_running_loop
+    from asyncio import run as async_run
+except ImportError:
+    # Python 3.6+ compatibility
+    from asyncio import get_event_loop as get_running_loop
+
+    def async_run(future):
+        loop = asyncio.new_event_loop()
+        try:
+            try:
+                return loop.run_until_complete(future)
+            finally:
+                loop.run_until_complete(loop.shutdown_asyncgens())
+        finally:
+            loop.close()
+
 
 sendgrid_client = SendGridAPIClient(
     api_key=os.environ.get('SENDGRID_API_KEY'))
@@ -36,48 +56,50 @@ em10 = Mail(from_email, to_email, "Message #10", content)
 ems = [em1, em2, em3, em4, em5, em6, em7, em8, em9, em10]
 
 
-async def send_email(n, email):
+async def send_email(n: int, email: Mail) -> None:
     '''
     send_mail wraps Twilio SendGrid's API client, and makes a POST request to
-    the api/v3/mail/send endpoint with `email`.
-    Args:
-        email<sendgrid.helpers.mail.Mail>: single mail object.
+    the api/v3/mail/send endpoint with ``email``.
     '''
     try:
-        response = sendgrid_client.send(request_body=email)
+        loop = get_running_loop()
+
+        # This runs the sending in a thread managed by the executor.  This is
+        # what allows blocking IO calls to operate asynchronously, because they
+        # are actually run in a different thread, allowing parallel
+        # asynchronous operation to proceed as desired, at least while active
+        # IO has released Python's GIL
+        response = await loop.run_in_executor(
+            None,
+            partial(
+                sendgrid_client.send,
+                request_body=email))
+
         if response.status_code < 300:
             print("Email #{} processed".format(n), response.body, response.status_code)
     except urllib.error.HTTPError as e:
         e.read()
 
 
-@asyncio.coroutine
-def send_many(emails, cb):
+async def send_many(emails):
     '''
     send_many creates a number of non-blocking tasks (to send email)
-    that will run on the existing event loop. Due to non-blocking nature,
-    you can include a callback that will run after all tasks have been queued.
+    that will run on the existing event loop's executor (ThreadPoolExecutor by
+    default).
 
     Args:
-        emails<list>: contains any # of `sendgrid.helpers.mail.Mail`.
-        cb<function>: a function that will execute immediately.
+        emails: contains any # of `sendgrid.helpers.mail.Mail`.
     '''
     print("START - sending emails ...")
-    for n, em in enumerate(emails):
-        asyncio.async(send_email(n, em))
-    print("END - returning control...")
-    cb()
-
-
-def sample_cb():
-    print("Executing callback now...")
-    for i in range(0, 100):
-        print(i)
-    return
 
+    # gather is necessary to actually batch futures to run in parallel.
+    # create_task and ensure_future are also options to do the same, but you
+    # would have to await all those tasks individually anyway otherwise you
+    # could end up with your program killing unfinished futures.  This is the
+    # simplest way to wait for all futures to finish.
+    await asyncio.gather(*[send_email(n, em) for n, em in enumerate(emails)])
+    print("END - returning control...")
 
 if __name__ == "__main__":
-    loop = asyncio.get_event_loop()
-    task = asyncio.async(send_many(ems, sample_cb))
-    loop.run_until_complete(task)
-```
\ No newline at end of file
+    async_run(send_many(ems))
+```