Case Studies

How Terry automates Work Instructions with PDFOutput

Learn how Terry, a Manufacturing Engineer at dishoncnc, automates his handwritten work instructions using PDFOutput — replacing manual paperwork with a streamlined digital workflow.

By Sanat Biswal · 2026-04-28 · 5 min read

How Terry automates Work Instructions with PDFOutput

Terry, a Manufacturing Engineer at dishoncnc, has found a solution to digitize and automate his handwritten work instructions.

What used to take hours every week — manually copying and designing every element — now takes minutes to generate as PDFs, and he couldn't be happier with the results.

He needed an automated system that could produce controlled documents digitally without disrupting his team's existing paper-based workflow. PDFOutput helped him transition to a digitized system that now collects data from various sources, mapped to records available for analysis.

Let's hear from Terry on how he uses PDFOutput in his workflow…


Can you briefly describe how your PDF automation workflow works?

Terry's Response:

Replacing a controlled document with a digital Notion database without disrupting existing paper workflow.

My Verdict:

Yes — PDFOutput makes it incredibly easy to replace any form of repetitive manual paperwork with a streamlined digital workflow inside Notion.

Once the automation is correctly set up, Terry simply marks records as "Ready to Generate" and PDFOutput instantly creates a polished, well-designed PDF as per the template source used — without disrupting the team's existing process.

What required hours of manual formatting and preparation is now handled within minutes, with consistent and reliable output every time.

Learn More: How to Create Invoices from Notion (Step-by-Step Guide)?


In one or two sentences, how would you describe pdfoutput to someone like you?

Terry's Response:

Simple and excellent tool for pulling data into existing documents, with excellent support.

My Verdict:

Thank you Terry for your kind words.

It has always been the objective of building an automation tool that is simple and easy to use, while providing the flexibility to create a custom template for your specific needs. All that's needed is editing the template source as per your requirement, and it will be ready for conversion to a PDF — with data mapped directly from Notion.


What has changed since using pdfoutput?

Terry's Response:

Collecting data on previously unknown factors, having records for analysis, gradual transition to digital system.

My Verdict:

That's great to hear — transitioning to a digital system not only saves time for users looking to produce PDFs on a regular basis, but also creates a workflow that's consistent and easy to follow every time a document is needed.

Producing PDFs using PDFOutput is a genuine time saver and reduces the stress of managing everything by hand.


What is your favourite feature of pdfoutput and why?

Terry's Response:

Ease of editing the doc and automatic formatting for field spaces (stays within the fields given and automatically expands if needed).

My Verdict:

Thank you Terry — this is actually my favourite feature too 😃

The ability for tabular data to automatically expand when required, based on the mapping done within the provided field spaces, is something many users requested and has been implemented successfully. It keeps documents looking polished regardless of how much data is being filled in.


What kind of PDFs are you generating with pdfoutput and what is the current volume of PDF generation?

Terry's Response:

Work instruction forms.

My Verdict:

Work Instruction Forms are a perfect use case for automation. Consistent, controlled, and repeatable — exactly the kind of document that benefits most from being digitized. I hope to see more of your document processes automated over time.


What were you doing before pdfoutput? What problem were you trying to solve?

Terry's Response:

Digitizing and automating handwritten work instructions.

My Verdict:

Manual copying and pasting of data element by element into a template is time-consuming and highly prone to errors. If something can be automated, it should be — and that's the core reason PDFOutput was built.

The goal has always been to help users save their precious time and energy by automating repetitive tasks, especially when operating at scale.


Which tools do you connect with pdfoutput? (e.g. Notion, Google Docs, Word, PDF)

Terry's Response:

Notion, Google Docs.

My Verdict:

A great set of tools to work with. You can also connect a Word File, PDF File, or even a Blank Document as a template source — all of which are converted to a Google Document that can be edited to produce a PDF.

You can even connect Google Slides to create PPTs at scale.


Summary

Terry's workflow at dishoncnc is a compelling example of what's possible when manual, paper-based processes are replaced with smart digital automation.

Before PDFOutput, Terry was handwriting work instructions and spending significant time preparing controlled documents from scratch. Now, with PDFOutput connected to his Notion workspace and Google Docs templates, he generates accurate, consistently formatted work instructions in minutes — while collecting structured data for analysis along the way.

If your team is still managing critical documents by hand, it's time to make the switch.

Ready to automate your document workflow like dishoncnc? Get started for free and create your first automation in minutes.