AI Language Solutions

AI-powered language services and high-quality training data — human expertise and machine speed, working together.

What AI language solutions means at Maka

We combine large-language-model technology with expert human linguists to deliver faster turnaround, smarter workflows, and the clean, labelled data that AI systems need to perform.
Trainer at a flipchart with a group of managers
Maka language workshop in progress

Why it matters

AI is only as good as the language and data behind it. The right human-in-the-loop approach is what makes AI output reliable enough to publish.

Human + AI

Workflows scale from pilot to production with confidentiality and data handling built in from the start.

Quality data

We produce and validate training data — annotation, transcription, evaluation — so your models learn from clean, well-labelled examples.

Scalable & secure

Confidential handling of your content and data, every time.

Related services

Content and language solutions: translation, transcreation, copywriting, multimedia localization and AI-assisted services, managed from Milan.

Linguist with headset post-editing and taking notes

AI Post-Editing

AI post-editing: expert linguists review and refine AI-generated translations so they read naturally and stay on brand.

Laptop and tablet showing search and video results

AI Search Optimization

AI search optimization: make your multilingual content visible and accurate in AI-powered search and answer engines.

Voice-over artist with headset

AI Voiceover

AI voiceover in multiple languages: natural synthetic voices for videos, e-learning and product content, with linguistic review.

Copywriter working on layouts at a laptop

Content Creation & Copywriting

Multilingual content creation and copywriting: web pages, product descriptions, articles and campaigns by native writers.

Specialist with headset annotating data at a keyboard

Data Annotation

Data annotation for AI: labelling, evaluation and multilingual datasets prepared by trained linguists.

AI language solutions in action

From post-editing high-volume content to building datasets for model training, we help teams move faster without trading away quality.

Speaker presenting with a microphone

Frequently asked questions

No. We use AI to accelerate work, but qualified linguists review and refine the output, so what you receive is accurate, on-brand and ready to use.

MTPE pairs an AI first draft with expert human editing — faster and more economical than full human translation, with quality you can publish.

Yes. We deliver annotation, transcription, evaluation and labelled datasets across many languages and domains, validated by trained specialists.

We work under strict confidentiality, with secure handling and access controls, and can sign NDAs and follow your data-governance requirements.

Every AI-assisted deliverable passes human review, and we tune prompts, glossaries and memories to your brand so results stay consistent.

Put AI to work on your content

Tell us your use case and we’ll design a human-plus-AI workflow that fits. Reach us at desk@makaitalia.com.

Use cases

Where we help

  1. Product and landing copy generated on your terminology, refined by linguists.

  2. Volume at speed, quality checked by a human.

  3. Synthetic voices reviewed for pronunciation and tone.

  4. Localised content flowing into WordPress, Shopify, HubSpot.

  5. Content structured to be cited by AI answers.

  6. Marketing, SEO and e-commerce text checked before it goes live.

01AI e-commerce content

How we work

From brief to delivery

  1. 01BriefGoals, audience and tone, written down.
  2. 02Project managerOne person coordinating every step.
  3. 03Matched specialistsLinguists chosen for your sector.
  4. 04TerminologyGlossaries and style guides kept consistent.
  5. 05Quality controlSecond-linguist review on every job, ISO 9001.
  6. 06Delivery & aftercareYour format, on time, with support after delivery.

Let's talk about your next market.

Translation, training and AI — one team, 50+ languages.

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