Fictional demo data. A real workspace, built end to end by the production system; this demo's inbox is closed.
Email
What Lena Fischer told us at signup
This email contains
Invoices for appliances, repairs and maintenance on our house.
I'd like to see
Every appliance and repair, what it cost, and when each warranty runs out.
10 emails sent to inbox@demo-house.justdealwithit.ca
From
Lena Fischer <lena.fischer@example.org>
To
inbox@demo-house.justdealwithit.ca
Date
Nov 5, 2025
Subject
Fwd: Invoice BA-20931 from Brightline Appliances
For the house file.
PDFBA-20931.pdf1.8 KB
BRIGHTLINE APPLIANCES
Brightline Appliances - 120 Example Street, Cedar Bay
Invoice Number: BA-20931
Invoice Date: 2025-11-04
Bill To: Lena Fischer, 48 Alder Lane
Item: Dishwasher - QuietWash 500
Category: Appliance
Subtotal: 949.00
GST: 47.45
Total: 996.45
Warranty Until: 2027-11-04
Thank you for your business.
Text layer of the PDF, as the processor reads it.
From
Lena Fischer <lena.fischer@example.org>
To
inbox@demo-house.justdealwithit.ca
Date
Dec 13, 2025
Subject
Fwd: Invoice CP-7781 from Coastline Plumbing
For the house file.
PDFCP-7781.pdf1.8 KB
COASTLINE PLUMBING
Coastline Plumbing - 120 Example Street, Cedar Bay
Invoice Number: CP-7781
Invoice Date: 2025-12-12
Bill To: Lena Fischer, 48 Alder Lane
Item: Hot water tank flush and anode rod
Category: Repair
Subtotal: 285.00
GST: 14.25
Total: 299.25
Warranty Until: None
Thank you for your business.
Text layer of the PDF, as the processor reads it.
Show the other 8 emails
Fwd: Invoice BA-21877 from Brightline AppliancesPDF
From
Lena Fischer <lena.fischer@example.org>
To
inbox@demo-house.justdealwithit.ca
Date
Jan 21, 2026
Subject
Fwd: Invoice BA-21877 from Brightline Appliances
For the house file.
PDFBA-21877.pdf1.8 KB
BRIGHTLINE APPLIANCES
Brightline Appliances - 120 Example Street, Cedar Bay
Invoice Number: BA-21877
Invoice Date: 2026-01-20
Bill To: Lena Fischer, 48 Alder Lane
Item: Front-load washer - CleanSpin 8
Category: Appliance
Subtotal: 1,129.00
GST: 56.45
Total: 1,185.45
Warranty Until: 2028-01-20
Thank you for your business.
Text layer of the PDF, as the processor reads it.
Fwd: Invoice ER-0442 from Evergreen RoofingPDF
From
Lena Fischer <lena.fischer@example.org>
To
inbox@demo-house.justdealwithit.ca
Date
Feb 27, 2026
Subject
Fwd: Invoice ER-0442 from Evergreen Roofing
For the house file.
PDFER-0442.pdf1.8 KB
EVERGREEN ROOFING
Evergreen Roofing - 120 Example Street, Cedar Bay
Invoice Number: ER-0442
Invoice Date: 2026-02-26
Bill To: Lena Fischer, 48 Alder Lane
Item: Roof inspection and gutter repair
Category: Repair
Subtotal: 640.00
GST: 32.00
Total: 672.00
Warranty Until: 2027-02-26
Thank you for your business.
Text layer of the PDF, as the processor reads it.
Fwd: Invoice NH-3019 from Northgate HeatingPDF
From
Lena Fischer <lena.fischer@example.org>
To
inbox@demo-house.justdealwithit.ca
Date
Apr 3, 2026
Subject
Fwd: Invoice NH-3019 from Northgate Heating
For the house file.
PDFNH-3019.pdf1.8 KB
NORTHGATE HEATING
Northgate Heating - 120 Example Street, Cedar Bay
Invoice Number: NH-3019
Invoice Date: 2026-04-02
Bill To: Lena Fischer, 48 Alder Lane
Item: Furnace annual service
Category: Maintenance
Subtotal: 189.00
GST: 9.45
Total: 198.45
Warranty Until: None
Thank you for your business.
Text layer of the PDF, as the processor reads it.
Fwd: Invoice BA-23410 from Brightline AppliancesPDF
From
Lena Fischer <lena.fischer@example.org>
To
inbox@demo-house.justdealwithit.ca
Date
May 16, 2026
Subject
Fwd: Invoice BA-23410 from Brightline Appliances
For the house file.
PDFBA-23410.pdf1.8 KB
BRIGHTLINE APPLIANCES
Brightline Appliances - 120 Example Street, Cedar Bay
Invoice Number: BA-23410
Invoice Date: 2026-05-15
Bill To: Lena Fischer, 48 Alder Lane
Item: Refrigerator - FrostKeep 26
Category: Appliance
Subtotal: 2,149.00
GST: 107.45
Total: 2,256.45
Warranty Until: 2028-05-15
Thank you for your business.
Text layer of the PDF, as the processor reads it.
Fwd: Invoice CP-8235 from Coastline PlumbingPDF
From
Lena Fischer <lena.fischer@example.org>
To
inbox@demo-house.justdealwithit.ca
Date
Jun 10, 2026
Subject
Fwd: Invoice CP-8235 from Coastline Plumbing
For the house file.
PDFCP-8235.pdf1.8 KB
COASTLINE PLUMBING
Coastline Plumbing - 120 Example Street, Cedar Bay
Invoice Number: CP-8235
Invoice Date: 2026-06-09
Bill To: Lena Fischer, 48 Alder Lane
Item: Kitchen faucet replacement
Category: Repair
Subtotal: 342.50
GST: 17.12
Total: 359.62
Warranty Until: 2027-06-09
Thank you for your business.
Text layer of the PDF, as the processor reads it.
Fwd: Invoice CV-1167 from Clearview WindowsPDF
From
Lena Fischer <lena.fischer@example.org>
To
inbox@demo-house.justdealwithit.ca
Date
Jul 19, 2026
Subject
Fwd: Invoice CV-1167 from Clearview Windows
For the house file.
PDFCV-1167.pdf1.8 KB
CLEARVIEW WINDOWS
Clearview Windows - 120 Example Street, Cedar Bay
Invoice Number: CV-1167
Invoice Date: 2026-07-18
Bill To: Lena Fischer, 48 Alder Lane
Item: Window seal replacement (3 units)
Category: Repair
Subtotal: 780.00
GST: 39.00
Total: 819.00
Warranty Until: 2031-07-18
Thank you for your business.
Text layer of the PDF, as the processor reads it.
Fwd: Invoice NH-3388 from Northgate HeatingPDF
From
Lena Fischer <lena.fischer@example.org>
To
inbox@demo-house.justdealwithit.ca
Date
Aug 28, 2026
Subject
Fwd: Invoice NH-3388 from Northgate Heating
For the house file.
PDFNH-3388.pdf1.8 KB
NORTHGATE HEATING
Northgate Heating - 120 Example Street, Cedar Bay
Invoice Number: NH-3388
Invoice Date: 2026-08-27
Bill To: Lena Fischer, 48 Alder Lane
Item: Heat pump installation
Category: Appliance
Subtotal: 6,480.00
GST: 324.00
Total: 6,804.00
Warranty Until: 2036-08-27
Thank you for your business.
Text layer of the PDF, as the processor reads it.
Fwd: Invoice ER-0519 from Evergreen RoofingPDF
From
Lena Fischer <lena.fischer@example.org>
To
inbox@demo-house.justdealwithit.ca
Date
Sep 23, 2026
Subject
Fwd: Invoice ER-0519 from Evergreen Roofing
For the house file.
PDFER-0519.pdf1.8 KB
EVERGREEN ROOFING
Evergreen Roofing - 120 Example Street, Cedar Bay
Invoice Number: ER-0519
Invoice Date: 2026-09-22
Bill To: Lena Fischer, 48 Alder Lane
Item: Gutter cleaning
Category: Maintenance
Subtotal: 165.00
GST: 8.25
Total: 173.25
Warranty Until: None
Thank you for your business.
Configured once67 sClaude read 5 samples and proposed 9 widgets
Reviewed3 test fixturesParser approved before any document was processed
Processed10 of 11386 ms median, 405 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 11 documents was then read by those fixed rules alone, with no model call, which is why each took about 386 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.
BRIGHTLINE APPLIANCES
Brightline Appliances1 - 120 Example Street, Cedar Bay
Invoice Number: BA-209312
Invoice Date: 2025-11-043
Bill To: Lena Fischer, 48 Alder Lane
Item: Dishwasher - QuietWash 5004
Category: Appliance5
Subtotal: 949.006
GST: 47.457
Total: 996.458
Warranty Until: 2027-11-049
Thank you for your business.