The CELEBRATING QUALITY Series: 5. 2026 Quality Trends: What Should Be on Your Radar?

Capabilities, technologies, and global dynamics shaping Quality in GMP manufacturing

As 2026 gets underway, Quality professionals in GMP therapeutic goods manufacturing are facing a mix of familiar pressures and promising opportunities. Digital tools are maturing, sustainability expectations are sharpening, and regulators are steadily aligning guidance across markets. Rather than treating these as discrete initiatives, teams may find value in connecting them, using smarter data practices to strengthen compliance, choosing greener options that also simplify operations, and tracking global regulatory shifts to avoid rework later. This forward‑looking article outlines Quality trends you might keep on the radar this year, with practical ideas for getting started without overwhelming already tight timelines.

AI in QC and QA: Decision Support, Not Decision Making

Artificial intelligence continues to move from a curiosity to an essential. In QC, digital vision might assist with visual inspection; in QA, drafting tools could help summarise deviations, triage environmental monitoring trends, or assemble evidence packs. Framing AI as decision support (but never a substitute) for human GMP judgement can help teams adopt value‑adding uses while staying within compliance boundaries. Establishing permitted uses (e.g., search, summarising, document drafting) and prohibited uses (e.g., final release decisions) can provide clarity. For computerised systems management that embeds AI features, risk‑based approaches might be used to verify data flows that affect product quality or data integrity.

Practical starters:

• Pilot AI‑assisted drafting for investigation summaries with mandatory human review.
• Use anomaly‑detection or trending on historical deviations to inform risk reviews.
• Document usage guidance in a one‑page ‘AI Use in GMP’ SOP and revisit quarterly.

Sustainability in GMP Facilities: Greener Can Also Mean Leaner

Sustainability conversations are increasingly intersecting with Quality and Engineering. Optimising cleanroom airflow, reducing single‑use consumables where feasible, and improving water and energy stewardship can contribute to environmental goals while also reducing complexity and waste. When sustainability initiatives are approached with risk‑based thinking, they can support compliance by simplifying processes, clarifying responsibilities, and reducing opportunities for error. Supplier selection may also start factoring in sustainability credentials alongside GMP performance.

Ideas to explore:

• Trend environmental monitoring alongside energy/cycle data to find ‘sweet spots’ that maintain control while avoiding over‑processing.
• Introduce right‑sized gowning and consumable use policies with effectiveness checks.
• Add a sustainability lens to supplier qualification and periodic review.

Global Harmonisation: Converging Expectations Across Markets

Manufacturers supplying multiple markets may be noticing a steady convergence of expectations, especially around data integrity, contamination control, and lifecycle validation. Keeping a light regulatory‑intelligence rhythm (e.g., a monthly ‘what changed and why it matters’ note) could help pre‑empt documentation updates, training needs, or revalidation triggers. Harmonisation does not eliminate differences, but it can reduce duplicate effort and make multi‑market operations more predictable.

What might help:

• Maintain a simple tracker (source, change summary, SOPs impacted, owner, due date).
• Use side‑by‑side comparisons of key clauses when planning cross‑market submissions.
• Nominate a ‘Regulatory Scout’ each month to summarise developments for the team.

Data Integrity & Cybersecurity: Protecting Trust End‑to‑End

With more interconnected systems (QMS, LIMS, MES, and data historians), data integrity and cybersecurity are increasingly two sides of the same coin. Building on ALCOA+ principles, some teams are formalising a single data‑integrity SOP that applies across systems, supported by cyber hygiene basics—multi‑factor authentication, least‑privilege access, patch management, and phishing awareness. Periodic review of audit trails, backup/restore tests, and segregation‑of‑duties checks might also be considered part of routine assurance.

Five small wins:

• Create an audit‑trail review calendar with short, focused checks.
• Validate critical spreadsheets or replace them with controlled e‑forms.
• Run short phishing drills with micro‑learning follow‑ups.
• Test backup/restore and record evidence of recovery time/objectives.
• Map data owners and deputies for all quality‑critical records.

Supplier Quality & Geopolitical Resilience

Supply chains remain exposed to geopolitical tensions, logistics constraints, and raw‑material variability. A more holistic view of supplier risk—combining GMP performance with delivery reliability, change‑notification discipline, and cybersecurity posture—can help reduce late‑stage surprises. Scorecards that balance quality metrics (deviation rates, CAPA closure) with service measures (OTIF) and risk signals (country risk, single‑source flags) may provide a more rounded picture for management reviews.

Where to start:

• Segment suppliers by criticality and align oversight effort accordingly.
• Refresh quality agreements with clearer notification and data‑sharing clauses.
• Schedule brief quarterly touchpoints to keep risks and improvements visible.

Digital QMS Maturity: From Workflows to Usability

Many organisations have adopted digital QMS workflows in recent years; 2026 might be the year to better consider usability. Streamlining forms, clarifying roles, and tuning SLAs could cut cycle times without sacrificing rigour. Linking training records, competency checks, and read‑and‑understood acknowledgements to SOP changes can also make compliance more seamless and auditable. Simple one‑page process maps for deviations, changes, and CAPAs can help new users understand what ‘good’ looks like and reduce back‑and‑forth with QA reviewers.

Improvements to consider:

• Retire duplicate fields and align data definitions across modules.
• Publish SLA targets and ageing dashboards; use them as coaching prompts, not sticks.
• Introduce evidence‑pack templates for common audit requests.

Skills for 2026: Regulatory Intelligence, Storytelling, and Coaching

Quality roles are becoming more influence‑oriented. Data literacy can help teams spot signals early; clear storytelling may make the ‘why’ of Quality compelling; and coaching skills can turn pushback into partnership. A balanced development plan—one technical skill, one systems skill, and one people skill per quarter—could build momentum without overwhelming diaries. Over time, these capabilities might shift perceptions of QA from gatekeeper to trusted guide.

Development ideas:

• Technical: SPC refresher; create a simple deviations dashboard with trends and capability.
• Systems: Configure change‑control SLAs and build an ageing report with escalations.
• People: Facilitate an ‘Improvement Huddle’ and practise coaching conversations.

Getting Started: A 90‑Day Plan

It can be tempting to tackle everything at once. A modest 90‑day plan might feel more achievable: pick one AI use case with clear guardrails; run a sustainability quick scan of one cleanroom; set up a one‑page regulatory‑intelligence tracker; and tune one QMS workflow for usability. Embedding small wins early can build confidence and secure buy‑in for deeper changes later in the year.

Suggested cadence:

• Month 1: Define AI guardrails and start a pilot in drafting/trending.
• Month 2: Run a sustainability and data‑integrity ‘quick look’ with 3 actions.
• Month 3: Publish a harmonisation update note and retune one QMS workflow.

This blog is the fifth in the Celebrating Quality series. For more reading about being a Quality professional, please read:

• The CELEBRATING QUALITY Series: 1. New Year Resolutions for Quality Assurance Professionals
• The CELEBRATING QUALITY Series: 2. The Quality Professional’s Toolkit for a Successful Year
• The CELEBRATING QUALITY Series: 3. The Future of Quality Careers
• The CELEBRATING QUALITY Series: 4. Recognising Quality Achievements

PharmOut Services & Training

PharmOut consultants support GMP manufacturers with practical help—digital QMS optimisation, data integrity programmes, supplier qualification, and validation. You might explore eLearning or public courses via onlinegmptraining.com, or contact us to tailor workshops on CAPA effectiveness, audit readiness, and regulatory intelligence.

2026 offers an opportunity for Quality to steer smarter, greener, and more globally aligned operations. Starting with a few targeted actions and building on early wins could position your team to meet expectations confidently while making every day work a little easier for everyone involved.

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