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AIConsulting & professional services
Automated report summarisation & translation
Automatic key-point summaries in Japanese and English for long reports, with an approval step before they reach leadership.
- Client
- Consulting firm (Japan)
- Industry
- Consulting & professional services
- Market
- Japanese client
- Duration
- 3 months
- Team
- 3 (AI engineer, backend engineer, PM)
Key metrics
-50%
Prep time
Shorter
Sharing cycle
JA ⇄ EN
Languages
Challenge
Long Japanese and English reports were summarised and translated by hand, delaying updates to management.
Approach
Built an LLM system that extracts key points and outputs summaries in both Japanese and English, with an approval workflow.
Scope of work
- Prompt & quality-criteria design
- Summarisation / translation API
- Approval workflow
- Web UI for users
Results
Report preparation time down ~50%, a shorter cycle to leadership, and a lighter load for the team.