Pharma AI consultancy, Ireland

AI for pharma teams, planned to work within review.

Glyz helps pharmaceutical and life sciences companies in Ireland and across Europe decide where AI is worth using, put the right governance around it and turn pilots into everyday practice. Every use case is designed around the review, data protection and quality requirements your teams already work under.

DataUse casesPeopleGovernanceProcessValueAI

In brief

What is pharma AI consultancy?

Pharma AI consultancy helps pharmaceutical and life sciences companies choose, govern and adopt AI in a way that fits regulated work. It covers which use cases are worth pursuing, whether data, processes and people are ready, how outputs are checked and approved, and how a pilot becomes part of everyday work.

The difference from general AI consulting is the setting: promotional content passes medical, legal and regulatory review, personal and health data carry strict obligations under GDPR, and the EU AI Act adds requirements depending on how a system is used. Glyz plans AI around these rules from the start, working with your compliance and legal teams rather than around them.

What we do

From first question to everyday use.

Start with a single assessment or run the whole programme with us.

Use case discovery and prioritisation

We map where AI could help commercial, medical, digital and operations teams, and score each idea for value, feasibility and risk.

What you get

  • Workshops with the teams who do the work
  • Use cases mapped to real workflows
  • Scoring for value, feasibility and risk
  • A shortlist your leadership can approve

How this helps

A clear view of where AI is worth the effort, and where it is not.

AI readiness and governance

We review data, processes, people and controls, then design the governance needed for the use cases you choose.

What you get

  • Readiness assessment across data, process, people and controls
  • Review and approval rules for AI-assisted work
  • Data protection and EU AI Act scoping with your compliance team
  • Policies written for the people who will use them

How this helps

AI used with confidence, with a clear record of how outputs are checked.

Governed AI for content creation and review

AI-assisted workflows that help teams draft, adapt and check content while approved claims and human review stay in control.

What you get

  • Workflows built around approved claims and references
  • Defined human review points
  • Records of what AI suggested and what people decided
  • Measures of time saved and quality

How this helps

Faster content work without bypassing medical, legal and regulatory review.

Pilots, adoption and training

We help move AI from a pilot into everyday use, with training, change support and measures that show whether it is working.

What you get

  • Pilot design with clear success measures
  • Role-based training and guidance
  • Change and communication support
  • Review of results and next steps

How this helps

AI that people actually use, not another stalled pilot.

How we work

A practical path from idea to adoption.

  1. Assess

    We review your goals, workflows, data and controls, and agree where AI could help.

  2. Prioritise

    We score the options and agree a short list with your leadership and compliance teams.

  3. Govern

    We design the review, approval and data protection rules for the chosen use cases.

  4. Pilot

    We run a scoped pilot with clear measures and real users.

  5. Adopt

    We support training and change so the use case becomes everyday practice.

Why Glyz

AI advice from a team that also builds and runs it.

Glyz combines AI strategy with the design, content and development work pharma teams do every day, so recommendations are grounded in how review, content and systems actually work. When you are ready to build, the same team can deliver the solution and the training.

Read the AI readiness assessment case study ›

Questions

Common questions.

What is pharma AI consultancy?

Advice and hands-on support that helps pharmaceutical and life sciences companies choose, govern and adopt AI in a way that fits regulated work, from use case discovery to everyday use.

Can AI be used for promotional content in pharma?

AI can help draft, adapt and check content, but promotional material still needs approved claims, references and medical, legal and regulatory review. We design workflows that keep that review in place.

Does the EU AI Act apply to our AI use cases?

It depends on how each system is used. We help you scope each use case with your legal and compliance teams so the relevant requirements, roles and documentation are identified.

Where should a pharma company start with AI?

Usually with a short readiness assessment and a small number of use cases scored for value, feasibility and risk, so the first pilot is one that can move into everyday use.

Do you only work in Ireland?

No. We are based in Dublin and work with pharmaceutical and life sciences companies across Ireland and Europe, with delivery hubs in Canada and India.

Start with an AI readiness snapshot.

A focused review of potential AI use cases, readiness and governance priorities.

Ask about the snapshot