How to extract data from rotogravure print orders?

Key Takeaways

• Parseur extracts job numbers, substrate, cylinder details, print runs, and color specifications from rotogravure print orders, with no fixed template per customer.
• Parseur can read a color table written in any language and map it to Pantone standard names using plain-language instructions, so a press operator gets standardized color codes instead of free-text names.
• Parseur connects to Power Automate, so order PDFs received by email flow in automatically and the original document plus its extracted JSON can be pushed straight to Dropbox.
• Parseur extraction instructions work like briefing a junior employee, you describe the field in plain words and Parseur finds it across every order layout afterward.

Rotogravure print shops run on detailed job orders. Each order spells out the substrate, cylinder set, print run, ink coverage, and an exact list of colors, often as a PDF emailed by a brand or a packaging buyer. Retyping those specs into a job ticket or MIS system by hand is slow and risky, and one transposed color code can ruin an entire print run.

According to Formstack, manual data entry carries an average error rate of 1%, and 60% of workers say they could save six or more hours a week if it were automated.

Parseur is an AI-powered intelligent document processing tool that reads incoming print orders and pulls out the exact fields a press team needs. Instead of operators keying job specs all day, Parseur captures them automatically and routes them into your job ticketing system, spreadsheets, or cloud storage.

What is a rotogravure order?

A rotogravure order is the production document that tells a gravure print shop exactly how to run a job. It specifies the customer, the substrate or film to print on, the engraved cylinders to mount, the print run quantity, and the full color program for the design, including every spot color and its target reference.

Rotogravure is a high-volume printing process used for flexible packaging, labels, magazines, and decorative films, where engraved cylinders transfer ink onto a moving web. Because gravure runs are long and expensive to set up, the order has to be precise. Every field on it eventually becomes a setting on the press, which is why getting the data into production systems cleanly matters so much.

What data lives in a rotogravure print order?

A rotogravure order carries the full production specification for a job, usually spread across a PDF with header fields and one or more tables. A single order typically contains the commercial details, the material spec, and a color program with several spot colors.

Common fields Parseur extracts from rotogravure orders:

• Job or order number and customer name
• Substrate or film type and gauge
• Cylinder numbers and engraving details
• Print run length and number of impressions
• Web width and repeat length
• Color list with spot colors and ink coverage
• Pantone or reference color codes
• Delivery date and shipping instructions
• Special finishing notes (lamination, varnish, cold seal)

Can Parseur convert color names into Pantone standard names?

Parseur can read a table of color names written in any language and return the matching Pantone standard names, using a plain-language instruction you write once. If an order lists its colors in Greek, German, or a brand's internal naming, Parseur maps each entry to a recognized Pantone reference instead of leaving the operator to translate it by hand.

This is possible because Parseur uses AI to understand the meaning of a field, not just its position. You tell Parseur "convert each color name in this table to its Pantone standard name" the same way you would brief a colleague, and it applies that logic to every order that follows. For a press team, that turns a messy, multilingual color list into clean, standardized codes the color management system can actually use.

How do I write good extraction instructions in Parseur?

The best way to write Parseur instructions is to treat the AI like a junior employee on their first day. You describe each field in plain words, say where it usually appears, and give an example of a good answer, exactly as you would explain the task to a new hire who is capable but does not yet know your documents.

That framing is what makes Parseur click for most teams. Instead of writing code or rigid rules, you write instructions like "the substrate is the film type listed near the top, for example PET 12 micron" or "list every color in the color table and convert each one to its Pantone name." Parseur reads those instructions, applies them to the order, and shows you the result so you can refine the wording until it is right. Once an instruction works, Parseur reuses it across every incoming order automatically.

AI extraction vs manual data entry for print orders

Parseur replaces manual copy-paste with automatic extraction the moment an order arrives. The table below compares the two approaches for a gravure or packaging print shop.

How to extract rotogravure order data with Parseur?

Parseur extracts rotogravure order data in four steps, from a dedicated mailbox to structured data in your systems. There are no parsing rules to write and no code required.

Step 1: Create a mailbox for incoming orders

Parseur gives you a custom email address for incoming print orders. Forward your order PDFs to it, or set up auto-forwarding in Gmail or Outlook so every order flows in without manual effort. Parseur offers a free plan, so you can start capturing order data at no cost.

Step 2: Let AI extract the order fields

Parseur reads each order PDF with AI OCR and identifies the job number, substrate, cylinders, print run, and color list. You confirm the fields you want once, writing instructions in plain language, and Parseur applies that understanding across every customer layout afterward.

Step 3: Standardize colors and verify the data

Parseur shows the parsed fields next to the original order so you can confirm everything was captured correctly, including the color table mapped to Pantone standard names. Once verified, processing runs automatically for every new order that arrives.

Step 4: Send the data to your systems

Parseur pushes extracted data into your job ticketing system, MIS, spreadsheets, or cloud storage. Connect through Power Automate, Zapier, Make, or a webhook, or export the structured JSON directly.

What does Parseur integrate with?

Parseur integrates with the tools print shops already use to run jobs and store documents. It connects to spreadsheets, databases, cloud storage, and automation platforms through native integrations and no-code tools.

• Power Automate for routing email PDFs in and results out across Microsoft 365
• Dropbox for archiving the original order and its extracted JSON together
• Zapier and Make for routing to thousands of apps
• Airtable for structured job and color databases
• Webhooks for direct connection to a custom MIS or ERP

How much does rotogravure order automation cost?

Parseur starts free and scales with document volume. The free plan includes full access to AI extraction and integrations, so a small print shop can automate order data entry without any spend. Higher-volume operations move to paid plans priced by document volume. See the pricing page for current tiers.

The future of print order automation

Print order automation is moving toward AI that reads any order layout and outputs production-ready data, including standardized color programs, without templates. As brands send orders in more formats and more languages, manual data entry becomes the bottleneck, and AI data extraction becomes the way shops keep jobs moving without errors.

Parseur fits directly into this shift. By turning unstructured order PDFs into clean, structured data automatically, and by mapping free-text color names to Pantone standards, Parseur removes the slowest and riskiest step in setting up a gravure job.

Last updated on June 8th, 2026