Email 9 sent, plus a two-line description Processing Configured once, then 116 ms per document Dashboard 7 widgets, read-only
Email What Chris and Jordan Park told us at signup This email contains Left blank. The samples were enough.
I'd like to see Left blank. The setup worked it out from the samples.
9 emails sent to inbox@demo-family.justdealwithit.ca No message text, just the attachment.
HTML notice-01.html 417 B <!doctype html><html><body style="font-family:Georgia,serif">
<h1>Willow Creek Elementary</h1>
<h2>Family notice: Welcome back picnic</h2>
<p>Student: Maya</p>
<p>Class: Grade 4</p>
<p>Event: Welcome back picnic</p>
<p>Event date: 2026-09-11</p>
<p>Permission form required: No</p>
<p>Fee: $0.00</p>
<p>Return by: Not required</p>
<p>Questions? Contact the office at office@willowcreek.example.org.</p>
</body></html> No message text, just the attachment.
HTML notice-02.html 396 B <!doctype html><html><body style="font-family:Georgia,serif">
<h1>Willow Creek Elementary</h1>
<h2>Family notice: Photo day</h2>
<p>Student: Leo</p>
<p>Class: Grade 1</p>
<p>Event: Photo day</p>
<p>Event date: 2026-09-17</p>
<p>Permission form required: No</p>
<p>Fee: $0.00</p>
<p>Return by: Not required</p>
<p>Questions? Contact the office at office@willowcreek.example.org.</p>
</body></html> Show the other 7 emails Sep 8, 2026 Fwd: Field trip: Maritime Museum (Maya) HTML No message text, just the attachment.
HTML notice-03.html 433 B <!doctype html><html><body style="font-family:Georgia,serif">
<h1>Willow Creek Elementary</h1>
<h2>Family notice: Field trip: Maritime Museum</h2>
<p>Student: Maya</p>
<p>Class: Grade 4</p>
<p>Event: Field trip: Maritime Museum</p>
<p>Event date: 2026-10-02</p>
<p>Permission form required: Yes</p>
<p>Fee: $18.00</p>
<p>Return by: 2026-09-25</p>
<p>Questions? Contact the office at office@willowcreek.example.org.</p>
</body></html> Sep 10, 2026 Fwd: Swim lessons (6 weeks) (Leo) HTML No message text, just the attachment.
HTML notice-04.html 422 B <!doctype html><html><body style="font-family:Georgia,serif">
<h1>Willow Creek Elementary</h1>
<h2>Family notice: Swim lessons (6 weeks)</h2>
<p>Student: Leo</p>
<p>Class: Grade 1</p>
<p>Event: Swim lessons (6 weeks)</p>
<p>Event date: 2026-10-06</p>
<p>Permission form required: Yes</p>
<p>Fee: $42.00</p>
<p>Return by: 2026-09-29</p>
<p>Questions? Contact the office at office@willowcreek.example.org.</p>
</body></html> Sep 15, 2026 Fwd: Parent-teacher conferences (Maya) HTML No message text, just the attachment.
HTML notice-05.html 431 B <!doctype html><html><body style="font-family:Georgia,serif">
<h1>Willow Creek Elementary</h1>
<h2>Family notice: Parent-teacher conferences</h2>
<p>Student: Maya</p>
<p>Class: Grade 4</p>
<p>Event: Parent-teacher conferences</p>
<p>Event date: 2026-10-15</p>
<p>Permission form required: No</p>
<p>Fee: $0.00</p>
<p>Return by: Not required</p>
<p>Questions? Contact the office at office@willowcreek.example.org.</p>
</body></html> Sep 18, 2026 Fwd: Pumpkin patch trip (Leo) HTML No message text, just the attachment.
HTML notice-06.html 414 B <!doctype html><html><body style="font-family:Georgia,serif">
<h1>Willow Creek Elementary</h1>
<h2>Family notice: Pumpkin patch trip</h2>
<p>Student: Leo</p>
<p>Class: Grade 1</p>
<p>Event: Pumpkin patch trip</p>
<p>Event date: 2026-10-21</p>
<p>Permission form required: Yes</p>
<p>Fee: $12.50</p>
<p>Return by: 2026-10-09</p>
<p>Questions? Contact the office at office@willowcreek.example.org.</p>
</body></html> Sep 22, 2026 Fwd: Hot lunch program, term 1 (Maya) HTML No message text, just the attachment.
HTML notice-07.html 429 B <!doctype html><html><body style="font-family:Georgia,serif">
<h1>Willow Creek Elementary</h1>
<h2>Family notice: Hot lunch program, term 1</h2>
<p>Student: Maya</p>
<p>Class: Grade 4</p>
<p>Event: Hot lunch program, term 1</p>
<p>Event date: 2026-10-01</p>
<p>Permission form required: Yes</p>
<p>Fee: $65.00</p>
<p>Return by: 2026-09-26</p>
<p>Questions? Contact the office at office@willowcreek.example.org.</p>
</body></html> Sep 29, 2026 Fwd: Halloween parade (Leo) HTML No message text, just the attachment.
HTML notice-08.html 410 B <!doctype html><html><body style="font-family:Georgia,serif">
<h1>Willow Creek Elementary</h1>
<h2>Family notice: Halloween parade</h2>
<p>Student: Leo</p>
<p>Class: Grade 1</p>
<p>Event: Halloween parade</p>
<p>Event date: 2026-10-30</p>
<p>Permission form required: No</p>
<p>Fee: $0.00</p>
<p>Return by: Not required</p>
<p>Questions? Contact the office at office@willowcreek.example.org.</p>
</body></html> Oct 1, 2026 Fwd: Science fair registration (Maya) HTML No message text, just the attachment.
HTML notice-09.html 428 B <!doctype html><html><body style="font-family:Georgia,serif">
<h1>Willow Creek Elementary</h1>
<h2>Family notice: Science fair registration</h2>
<p>Student: Maya</p>
<p>Class: Grade 4</p>
<p>Event: Science fair registration</p>
<p>Event date: 2026-11-12</p>
<p>Permission form required: Yes</p>
<p>Fee: $0.00</p>
<p>Return by: 2026-10-23</p>
<p>Questions? Contact the office at office@willowcreek.example.org.</p>
</body></html> Processing Received 9 emails Sep 2 – Oct 1, 2026 Checked 9 accepted 0 quarantined · sender verified · virus-scanned Configured once 35 s Claude read 5 samples and proposed 7 widgets Reviewed 3 test fixtures Parser approved before any document was processed Processed 9 of 10 116 ms median, 187 ms p95 per document · no AI AI configured it. It processed nothing. Setup ran once: Claude (claude-opus-5-5, on Amazon Bedrock) read 5 of the samples and wrote the parser rules on the right. A person reviewed them against test fixtures before anything ran. Every one of the 10 documents was then read by those fixed rules alone, with no model call, which is why each took about 116 ms.
Measured on this demo's real run in production (Oct 9, 2026). The email dates are part of the fictional story; the processing figures are not.
The reviewed parser: school-notice-v1 One document, before and after · notice-01.html Original, as stored
Willow Creek Elementary
Family notice: Welcome back picnic
Student: Maya1
Class: Grade 42
Event: Welcome back picnic3
Event date: 2026-09-114
Permission form required: No5
Fee: $0.006
Return by: Not required
Questions? Contact the office at office@willowcreek.example.org. Extracted record
1 StudentMaya
2 Class nameGrade 4
3 EventWelcome back picnic
4 Event dateSep 11, 2026
5 Permission requiredNo
6 Fee0
7 Return by— Dashboard https://demo-family.justdealwithit.ca Dashboard v1 · “kitchen” theme · read-only snapshot · fictional data
