Fictional demo data. A real workspace, built end to end by the production system; this demo's inbox is closed.
Email
What Rosa Delgado told us at signup
This email contains
Copies of the invoices I send my consulting clients.
I'd like to see
Each client and project, billing by milestone, and what is due when.
8 emails sent to inbox@demo-studio.justdealwithit.ca
From
Rosa Delgado <rosa.delgado@example.com>
To
inbox@demo-studio.justdealwithit.ca
Date
Apr 30, 2026
Subject
Invoice INV-2026-001 - Ridgeway Outfitters
Copy for my records.
PDFINV-2026-001.pdf1.9 KB
NORTHSTAR STUDIO
Rosa Delgado, Design Consulting - 9 Example Row, Cedar Bay
Invoice Number: INV-2026-001
Issue Date: 2026-04-30
Due Date: 2026-05-30
Client: Ridgeway Outfitters
Project: Brand refresh
Milestone: Discovery workshop
Fees: 4,200.00
GST: 210.00
Amount Due: 4,410.00
Payment terms: net 30 by e-transfer to billing@northstar-studio.example.com
Text layer of the PDF, as the processor reads it.
From
Rosa Delgado <rosa.delgado@example.com>
To
inbox@demo-studio.justdealwithit.ca
Date
May 15, 2026
Subject
Invoice INV-2026-002 - Harbourlight Clinic
Copy for my records.
PDFINV-2026-002.pdf1.9 KB
NORTHSTAR STUDIO
Rosa Delgado, Design Consulting - 9 Example Row, Cedar Bay
Invoice Number: INV-2026-002
Issue Date: 2026-05-15
Due Date: 2026-06-14
Client: Harbourlight Clinic
Project: Patient portal UX
Milestone: Research and interviews
Fees: 6,800.00
GST: 340.00
Amount Due: 7,140.00
Payment terms: net 30 by e-transfer to billing@northstar-studio.example.com
Text layer of the PDF, as the processor reads it.
Show the other 6 emails
Invoice INV-2026-003 - Ridgeway OutfittersPDF
From
Rosa Delgado <rosa.delgado@example.com>
To
inbox@demo-studio.justdealwithit.ca
Date
May 31, 2026
Subject
Invoice INV-2026-003 - Ridgeway Outfitters
Copy for my records.
PDFINV-2026-003.pdf1.9 KB
NORTHSTAR STUDIO
Rosa Delgado, Design Consulting - 9 Example Row, Cedar Bay
Invoice Number: INV-2026-003
Issue Date: 2026-05-31
Due Date: 2026-06-30
Client: Ridgeway Outfitters
Project: Brand refresh
Milestone: Visual identity
Fees: 7,500.00
GST: 375.00
Amount Due: 7,875.00
Payment terms: net 30 by e-transfer to billing@northstar-studio.example.com
Text layer of the PDF, as the processor reads it.
Invoice INV-2026-004 - Ridgeway OutfittersPDF
From
Rosa Delgado <rosa.delgado@example.com>
To
inbox@demo-studio.justdealwithit.ca
Date
Jun 30, 2026
Subject
Invoice INV-2026-004 - Ridgeway Outfitters
Copy for my records.
PDFINV-2026-004.pdf1.9 KB
NORTHSTAR STUDIO
Rosa Delgado, Design Consulting - 9 Example Row, Cedar Bay
Invoice Number: INV-2026-004
Issue Date: 2026-06-30
Due Date: 2026-07-30
Client: Ridgeway Outfitters
Project: Brand refresh
Milestone: Guidelines and handoff
Fees: 3,900.00
GST: 195.00
Amount Due: 4,095.00
Payment terms: net 30 by e-transfer to billing@northstar-studio.example.com
Text layer of the PDF, as the processor reads it.
Invoice INV-2026-005 - Harbourlight ClinicPDF
From
Rosa Delgado <rosa.delgado@example.com>
To
inbox@demo-studio.justdealwithit.ca
Date
Jul 15, 2026
Subject
Invoice INV-2026-005 - Harbourlight Clinic
Copy for my records.
PDFINV-2026-005.pdf1.9 KB
NORTHSTAR STUDIO
Rosa Delgado, Design Consulting - 9 Example Row, Cedar Bay
Invoice Number: INV-2026-005
Issue Date: 2026-07-15
Due Date: 2026-08-14
Client: Harbourlight Clinic
Project: Patient portal UX
Milestone: Prototype and testing
Fees: 9,200.00
GST: 460.00
Amount Due: 9,660.00
Payment terms: net 30 by e-transfer to billing@northstar-studio.example.com
Text layer of the PDF, as the processor reads it.
Invoice INV-2026-006 - Cobalt Credit UnionPDF
From
Rosa Delgado <rosa.delgado@example.com>
To
inbox@demo-studio.justdealwithit.ca
Date
Jul 31, 2026
Subject
Invoice INV-2026-006 - Cobalt Credit Union
Copy for my records.
PDFINV-2026-006.pdf1.9 KB
NORTHSTAR STUDIO
Rosa Delgado, Design Consulting - 9 Example Row, Cedar Bay
Invoice Number: INV-2026-006
Issue Date: 2026-07-31
Due Date: 2026-08-30
Client: Cobalt Credit Union
Project: Annual report
Milestone: Editorial design
Fees: 5,600.00
GST: 280.00
Amount Due: 5,880.00
Payment terms: net 30 by e-transfer to billing@northstar-studio.example.com
Text layer of the PDF, as the processor reads it.
Invoice INV-2026-007 - Cobalt Credit UnionPDF
From
Rosa Delgado <rosa.delgado@example.com>
To
inbox@demo-studio.justdealwithit.ca
Date
Aug 31, 2026
Subject
Invoice INV-2026-007 - Cobalt Credit Union
Copy for my records.
PDFINV-2026-007.pdf1.9 KB
NORTHSTAR STUDIO
Rosa Delgado, Design Consulting - 9 Example Row, Cedar Bay
Invoice Number: INV-2026-007
Issue Date: 2026-08-31
Due Date: 2026-09-30
Client: Cobalt Credit Union
Project: Annual report
Milestone: Print production
Fees: 3,100.00
GST: 155.00
Amount Due: 3,255.00
Payment terms: net 30 by e-transfer to billing@northstar-studio.example.com
Text layer of the PDF, as the processor reads it.
Invoice INV-2026-008 - Harbourlight ClinicPDF
From
Rosa Delgado <rosa.delgado@example.com>
To
inbox@demo-studio.justdealwithit.ca
Date
Sep 15, 2026
Subject
Invoice INV-2026-008 - Harbourlight Clinic
Copy for my records.
PDFINV-2026-008.pdf1.8 KB
NORTHSTAR STUDIO
Rosa Delgado, Design Consulting - 9 Example Row, Cedar Bay
Invoice Number: INV-2026-008
Issue Date: 2026-09-15
Due Date: 2026-10-15
Client: Harbourlight Clinic
Project: Patient portal UX
Milestone: Design system
Fees: 8,400.00
GST: 420.00
Amount Due: 8,820.00
Payment terms: net 30 by e-transfer to billing@northstar-studio.example.com
Configured once26 sClaude read 5 samples and proposed 9 widgets
Reviewed3 test fixturesParser approved before any document was processed
Processed8 of 9257 ms median, 269 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 9 documents was then read by those fixed rules alone, with no model call, which is why each took about 257 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: consulting-invoice-v1
Field
Type
Read by
Rule
Invoice number
string
Labelled line
Invoice Number
Issue date
date
Labelled line
Issue Date
Due date
date
Labelled line
Due Date
Client
string
Labelled line
Client
Project
string
Labelled line
Project
Milestone
string
Labelled line
Milestone
Fees
decimal
Labelled line
Fees
Gst
decimal
Labelled line
GST
Amount due
decimal
Labelled line
Amount Due
One document, before and after · INV-2026-001.pdf
Original, as stored
NORTHSTAR STUDIO
Rosa Delgado, Design Consulting - 9 Example Row, Cedar Bay
Invoice Number: INV-2026-0011
Issue Date: 2026-04-302
Due Date: 2026-05-303
Client: Ridgeway Outfitters4
Project: Brand refresh5
Milestone: Discovery workshop6
Fees: 4,200.007
GST: 210.008
Amount Due: 4,410.009
Payment terms: net 30 by e-transfer to billing@northstar-studio.example.com