Services

Language Consulting

Clarity, confidence, and smart choices in your language workflows.

Language Consulting and AI-Integration

When your organisation works across several languages, clarity becomes essential. In your content. In your processes. In your decisions about tools and resources.

I support teams who want to manage language more effectively. That includes improving collaboration, briefing, and how AI or translation tools fit into the overall setup.

Often, it is not about changing everything. It is about making what you already have work more smoothly.

Typical areas of support:

Developing scalable translation workflows that actually fit your goals
Using AI and machine translation where it makes sense — and knowing where it doesn’t
Creating clearer briefs and smarter review processes
Aligning tools, teams, and expectations across departments or vendors

A Tailored Consulting Approach:

Consulting is flexible and always tailored. We might work through ongoing advisory sessions, interactive workshops, or strategic input on your documents and workflows. Whether you need a fresh set of eyes or structured support, you stay in control — and get practical input that fits your team and timeline.

Practical Insight:

How to Integrate MT & AI – Without Losing Control

A frequent question from clients, especially in small and mid-sized teams:
How can we make smart use of AI and machine translation tools without compromising on quality – or losing sight of what matters most?

In consulting sessions, we explore how to strike that balance. For example:

Where does MT save time, and where does it create extra work?
What type of content is suitable – and what should stay human from the start?
How can internal reviewers or non-linguists spot red flags without becoming language experts?
And how can prompts and templates be adapted to reflect your voice and standards?

The goal isn’t to push AI or to resist it – but to shape a workflow that fits your team, your content, and your quality expectations. With the human translator still in the lead.

If this sounds familiar, you’re not alone. Many of my consulting projects start with exactly these questions, and turn into long-term solutions.

“Beyond delivering a polished result, Carolyn offered thoughtful suggestions on refining specific aspects of our workflow, such as terminology usage and prompt adjustments.”
– Managing Editor, Higher Education Sector

“Carolyn is highly knowledgeable about AI and machine translation and has helped us implement these tools in our business, boosting our overall productivity.”
– E. Loxton, Copywriter & Translation Coordinator, Fashion Sector

Project Snapshot

Expert QA Meets
AI Optimization

Hired by a specialised localisation provider, I transformed machine-translated academic text through targeted terminology research, stylistic adjustment, and AI output evaluation.
Beyond editing, I advised on terminology standards and prompt design — giving the agency practical tools to improve both content quality and future workflows.