Case Studies

A quick look at how AI helps real teams learn, ship, and scale—always with a focus on practical value, responsible use, and measurable outcomes.

Empowering Translators with AI

Training program • UAE-based translation company

AI Translation Training Session 1

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A 9-session interactive training designed to future-proof translation workflows.

What participants explored:

  • Domain-specific translations:
    Apply generative AI for legal translations through structured prompt design
  • Quality management:
    Build multilingual glossaries and manage terminology for consistent quality
  • Privacy compliance:
    Anonymize sensitive client data to align with GDPR and global privacy standards

AI-powered language learning

Product guidance • Online English startup (China/US)

AI English Homework Analysis 1

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Raw student homework

AI-powered tools that transform how teachers handle English assignments and how students practice outside class.

Workflow design:

  • Handwriting analysis:
    AI reads messy student handwriting and automatically transcribes assignments
  • Intelligent corrections:
    Identifies errors and provides clear explanations for grammar, vocabulary, and structure mistakes

Designing AI-Enhanced Workflows for a Software Training Provider

Proposal • Tech education sector

I created a proposal for a leading software training provider that wanted to explore how AI could strengthen its operations and teaching workflows. The proposed workshop series outlined five focus areas:

  • Content Repurposing – Turning longform blogs into LinkedIn updates, newsletters, and social posts while preserving brand voice.
  • Sales & Outreach – Integrating ChatGPT, ZoomInfo, and SalesLoft to scale personalized outreach, with Make.com for workflow automation.
  • Talent Screening – Using AI to generate consistent soft-skills assessments from interview transcripts, saving HR valuable time.