Why Hire for Data Entry When You Can Automate It?

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Data entry is one of the most common — and least strategic — reasons companies expand headcount. Whether it’s digitizing invoices, logging order information, or entering records into internal tools, these tasks are essential, repetitive, and a poor use of human time.

And the costs go beyond payroll. Teams lose time to onboarding, training, quality checks, and turnover. The work gets done late, inconsistently, or not at all. Still, many companies keep hiring because automation seems too technical or too rigid to fit the tools they already use.

But data entry isn’t a hiring problem. It’s a workflow problem.


The Challenge

Wrk clients come to us when:

  • Hiring and turnover are slowing operations

  • Accuracy and consistency are hard to maintain

  • Teams are overwhelmed with repetitive tasks like invoice entry or form population

  • Information lives in PDFs, scanned docs, spreadsheets, or across disconnected systems

  • Other automation tools require APIs, platform changes, or long onboarding cycles

It’s not just about eliminating typing or reducing clicks. It’s about removing the friction between where data lives and where it needs to go.


The Wrk Solution

Wrk helps teams automate data entry by stitching together the systems they already use — without forcing a platform switch or adding headcount. 

By combining OCR, data extraction, light integrations, and human-in-the-loop review, Wrk handles the full workflow: pulling information from static documents, structuring it, validating it, and entering it wherever it needs to go. 

This approach adapts to each client’s environment, whether that means:

  • Digitizing paper forms, invoices, and shipping slips

  • Extracting fields from PDFs or scanned documents

  • Creation of structured reports or summaries from raw data

  • Validation, formatting, and cross-checking for accuracy

  • Inputting structured data into accounting, CRM, or ERP systems

  • Keeping systems in sync — no manual entry required

One Wrk client — a leader in dental photogrammetry systems with years of archived operational data — needed to digitize those records and push them into multiple systems. Wrk automated the entire pipeline: reading scanned documents, standardizing inputs, and delivering structured outputs into both a direct-entry system and a clean import file.

What would’ve taken a team weeks to process was handled behind the scenes with no manual lift required.


Key Results

Wrk doesn’t just speed up data entry. It eliminates the need for it.

  • No headcount required — zero hiring, onboarding, or turnover

  • Hours of manual input replaced with always-on workflows

  • Improved data quality and consistency

  • Flexible across formats and tools — no platform lock-in

  • Automation that scales with demand, not staff size


Penny Appeal needed to create dozens of custom donor reports at a time — pulling in text, images, and formatting across files. With Wrk, donor updates were automated end-to-end. A process that once took two weeks now runs in under 24 hours. “Wrk didn’t just speed up our processes — they helped us deepen our relationships with donors by delivering timely, personalized experiences at scale,” said Fawad Kalsi, CEO of Penny Appeal Canada. 


Hiring for data entry is hard — and keeping quality high over time is even harder. Even when you find the right people, the work is tedious, error-prone, and costly to scale.

Wrk gives your team another option: reliable, tailored automation that gets the job done without the overhead.

If you're hiring for data entry, it might be time to automate instead.



Success Stories from Our Clients

  • 3000+ hours saved

    MainMicro saves thousands of hours every month with Wrk's OCR + AI automation to streamline their accounts payable processes.

    Jesse Fagen

    VP Operations

    150K new leads

    Cision generates thousands of new leads by monitoring non-traditional data sources using automation uniquely developed on Wrk.

    Nick Bhutani

    Marketing Director

    200K tax receipts

    Penny Appeal automated the generation of over 200,000 tax receipts and orphan donor cards with Wrk's document automation.

    Fawad Kalsi

    CEO

    Reduced processing times by over 50%

    If you’re looking for a smarter way to scale your business and eliminate repetitive tasks, Wrk is a game-changer. It’s automation without the headaches.

    Tim Nichols

    Co-Founder

Success Stories from Our Clients

  • 3000+ hours saved

    MainMicro saves thousands of hours every month with Wrk's OCR + AI automation to streamline their accounts payable processes.

    Jesse Fagen

    VP Operations

    150K new leads

    Cision generates thousands of new leads by monitoring non-traditional data sources using automation uniquely developed on Wrk.

    Nick Bhutani

    Marketing Director

    200K tax receipts

    Penny Appeal automated the generation of over 200,000 tax receipts and orphan donor cards with Wrk's document automation.

    Fawad Kalsi

    CEO

    Reduced processing times by over 50%

    If you’re looking for a smarter way to scale your business and eliminate repetitive tasks, Wrk is a game-changer. It’s automation without the headaches.

    Tim Nichols

    Co-Founder

Success Stories from Our Clients

  • 3000+ hours saved

    MainMicro saves thousands of hours every month with Wrk's OCR + AI automation to streamline their accounts payable processes.

    Jesse Fagen

    VP Operations

    150K new leads

    Cision generates thousands of new leads by monitoring non-traditional data sources using automation uniquely developed on Wrk.

    Nick Bhutani

    Marketing Director

    200K tax receipts

    Penny Appeal automated the generation of over 200,000 tax receipts and orphan donor cards with Wrk's document automation.

    Fawad Kalsi

    CEO

    Reduced processing times by over 50%

    If you’re looking for a smarter way to scale your business and eliminate repetitive tasks, Wrk is a game-changer. It’s automation without the headaches.

    Tim Nichols

    Co-Founder

Success Stories from Our Clients

  • 3000+ hours saved

    MainMicro saves thousands of hours every month with Wrk's OCR + AI automation to streamline their accounts payable processes.

    Jesse Fagen

    VP Operations

    150K new leads

    Cision generates thousands of new leads by monitoring non-traditional data sources using automation uniquely developed on Wrk.

    Nick Bhutani

    Marketing Director

    200K tax receipts

    Penny Appeal automated the generation of over 200,000 tax receipts and orphan donor cards with Wrk's document automation.

    Fawad Kalsi

    CEO

    Reduced processing times by over 50%

    If you’re looking for a smarter way to scale your business and eliminate repetitive tasks, Wrk is a game-changer. It’s automation without the headaches.

    Tim Nichols

    Co-Founder