April 8, 2026
Growth has a way of outpacing the quality systems built to support it. More products, more sites, more users, more regulatory requirements, and the quality team is expected to absorb all of it.
Document reviews stall waiting for approvals. Training assignments require constant follow-up. Approval requests pile up into “signature meetings.” Records take hours to put together when an audit, management review, or deviation investigation happens.
None of this work is strategic, and yet all of it consumes the time of skilled employees.
An enterprise quality management system (EQMS) can change that equation by taking over the administrative work that quality professionals shouldn’t have to do manually in the first place. For many manufacturers, it’s the key to handling more products, sites, users, and compliance obligations without adding headcount.
Learn about getting started with an EQMS in our free webinar on Document & Training Management Systems: The Backbone of a Modern QMS
Why growth puts quality headcount under pressure
Research from the National Bureau of Economic Research (NBER) estimates that U.S. companies dedicate an average of 3.2% of total working hours to regulatory compliance. For manufacturers operating under FDA oversight, that number reflects a floor rather than a ceiling.
As these regulated companies grow, it usually means more SOPs, more document revisions, more training events, more approvals, more cross-functional handoffs, and more records to produce during audits or reviews. Even when core quality processes are sound, coordinating it all can become unmanageable.
That pattern shows up across several QMS implementations:
- Duke University’s Quality Assurance for Duke Vaccine Immunogenicity Program (QADVIP) team has seven people supporting more than 150 users across multiple labs, collaborations, and compliance frameworks, including GCLP and several ISO standards. The organization’s core operational challenge was managing a complex network of users, permissions, workflows, training requirements, and project-level requirements across varied internal and external relationships.
- At Xyngular, quality and regulatory responsibilities initially sat with one person running processes via email, spreadsheets, and meetings. Stakeholders met every two weeks to sign 50 to 70 documents at a time. As the business grew, the company recognized that maintaining and tracking files alone would have required a full-time employee.
- EyePoint Pharmaceuticals, a CDMO, was operating with disconnected systems for document management and learning management, while many other activities remained paper-based. Change control alone required five sets of signatures.
- Spectranetics, a medical device manufacturer acquired by the Philips Image-Guided Therapy Devices business unit in 2017, faced a version of these pressures that arrived all at once. The acquisition brought new business units, higher complaint volumes, and a global team operating across multiple regulatory jurisdictions globally, where one adverse event can trigger five separate regulatory reports.
The work that forces a hire is often invisible admin work
When quality teams talk about feeling stretched, the pressure is often caused by work that does not look strategic from the outside.
That includes:
- Pulling approval evidence for audits or management reviews
- Checking who has completed a task and who hasn’t
- Sending reminders when training is overdue
- Activating documents after an approval period expires
- Tracking whether a task is with QA, the lab, or another stakeholder
- Reconstructing status when work sits across disconnected systems
That work is easy to underestimate because each task seems small. Together, they account for a meaningful portion of how quality staff actually spend their time. They’re also the tasks most likely to expand as the organization grows.
At Duke, obtaining approval evidence previously required exporting a separate report for each document. Generating a comprehensive training record for a single user meant cross-checking against multiple lists.
At EyePoint, even after paper-based processes were updated, DocuSign routing still added delay and manual steps at every stage. The connection between document changes and training assignments didn’t exist until the systems were unified.
For Spectranetics, the coordination burden was magnified by regulatory complexity. With reporting obligations across eight countries, keeping complaint workflows accurate and on time, while also onboarding new business units post-acquisition, meant the administrative load had nowhere to hide. Relying on people as the connective tissue in that process wasn’t going to be sustainable.
How an EQMS creates capacity while ensuring compliance
A well-implemented EQMS creates value by removing the administrative effort required to execute compliant processes. It also makes consistent execution the default, rather than relying on humans to remember to do the right thing.
In practice, that usually means five things.
1. Approvals move in-system instead of through meetings and side channels
At Xyngular, the change was immediate. The company no longer needed meetings just to sign documents, and tasks didn’t need to wait two weeks for the next signature cycle.
For Spectranetics, the shift was moving from paper forms and manual transcription to automated decision trees that determine reportability by country. It means that even when they work close to a submission deadline, reports go out on time.
2. Training becomes assignable and trackable without constant follow-up
Xyngular’s training workflows now route automatically with reminders, replacing the need for QA to track people down individually.
EyePoint similarly linked document changes directly to training tasks so teams no longer had to upload documents, build separate courses, and assign training manually.
3. Work is visible from a single location
For Duke, one of the clearest gains was giving users a direct path to the right record:
- Notification emails link straight to the action item
- Pending tasks are visible in one centralized place
- Custom alerts make overdue items and urgent records easy to see
For Spectranetics, centralized complaint data served a similar function across a more complex footprint. With teams distributed globally and complaint records captured in a single system, different business departments could pull and interpret the same information during and after the acquisition.
4. Workflows advance without manual triggers
Duke eliminated the need for someone to manually mark documents effective after the approval waiting period. In the previous system, that step required a standing calendar reminder. Now it happens automatically based on the configured training period.
That’s one small example with a big implication: every time the EQMS removes the need for a calendar reminder, handoff check, or status follow-up, it gives time back to the team.
5. Records and metrics are easier to retrieve
At EyePoint, management-review metrics that previously required pulling from multiple systems can now be generated in a few clicks. Centralized records, time-stamped audit trails, and clear task visibility all reduce the preparation work that audits and reviews typically require.
What these implementations show about absorbed growth
The strongest case for EQMS in lean regulated teams is that, across the board, we see companies scaling operations without adding people just to manage quality administration.
- EyePoint took on roughly 20% more CDMO work while keeping the same headcount, even while preparing for a Phase III program, attributing that capacity directly to automated workflows and a shortened learning curve.
- Xyngular avoided what would otherwise have been a clear staffing need. The manual system had reached a point where file management alone would have required a dedicated full-time employee. Automated workflows changed that calculus.
- Duke’s QADVIP team was managing an expanding workload that included ramping up participation in Covid-19 vaccine trials. Improving visibility and eliminating manual workarounds meant that even as the document count grew, the team was able to maintain regular revision cycles.
- Spectranetics absorbed a significant increase in complaint volume after the Philips acquisition brought in additional business units, without rebuilding its complaint handling process or migrating to a new platform. The system that had worked at one organizational scale held up in a larger, more complex one.
What scaling with consistency looks like in practice
For quality leaders, scaling successfully means handling more volume while keeping exceptions, ambiguity, and rework in check.
In practice, scaling while ensuring consistent compliance means:
- Workflows follow a repeatable logic across functions
- Task ownership is clear at every stage
- Processes behave similarly whether a user is working in document control, training management, or CAPA
- Approvals, training, and records live in connected processes
That kind of consistency matters because it reduces cognitive load as much as it reduces admin burden.
Duke’s workflow-stage visibility is a useful example. At any point, it’s clear whether a task is with QA or with the lab. That eliminates back-and-forth that seems small in isolation but compounds across a large user base.
EyePoint described the result of unifying processes across documents, training, and CAPAs as a more harmonized way of working, one where consistent system behavior meant staff didn’t have to relearn different logic every time they moved between workflows.
For Spectranetics, consistency across business units was part of what made the post-acquisition period workable. Teams in different geographies, working across different product lines, could share a common platform and work from the same data. When people already know the system, onboarding into a new organizational structure is faster and less disruptive.
It’s not about doing more with less
The point of all this is not to squeeze already-burdened teams harder. In regulated organizations, that’s not a sustainable strategy, and it’s not what these examples demonstrate.
The point is this: when growth adds more coordination work, a well-configured EQMS can absorb much of the non-value-added administrative labor that would otherwise fall to skilled quality professionals. That leaves room for the work that actually requires human expertise: maintaining control and supporting compliance as the organization expands.
Learn how you can reduce validation overhead as you scale with a free white paper on Risk-Based Validation: Aligning with FDA CSA Guidance and GAMP 5
About the Author
Stephanie Ojeda is Vice President of Product Management for the Life Sciences industry at AssurX. Stephanie brings more than 18 years of experience leading quality assurance functions in a variety of industries, including pharmaceutical, biotech, medical device, food & beverage, and manufacturing.
