United KingdomProfessional services2025 – ongoingMott MacDonald
Language-model classification of infrastructure consultation responses
Mott MacDonald used language models to categorise consultation responses
Problem
Staff manually categorised public consultation responses.
Approach
Mott MacDonald added AI to consent management. Language models classified responses and explained their decisions.
Results
No published figures
Takeaway
Explanations helped staff assess classifications.
Categories
- Size
- Large enterprise
- Industry
- Professional services
- Business function
- Production and quality
- Innovation type
- Process innovation
- AI technology
- Generative AI
- Adoption
- Built in-house
- Evidence
- Company's own claim
Sources
Source summaries
[1]Mott MacDonald2025
Mott MacDonald reported operational AI use in consent management. It said this accelerated public consultations.
[2]Microsoft10 Nov 2025
Microsoft described language-model classification. Staff received explanations alongside categories.
Full details are in the original sources.
Added 1 Nov 2026 · Updated 1 Nov 2026
