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United KingdomConstruction and engineering2024 – ongoing

M Group

MAGI internal generative AI for tenders and operational support

M Group reported 1,500 MAGI users after moving its internal AI into production

WorkingCompany's own claimOfficial ↗

Problem

M Group needed to assemble policy information for client queries and tender responses. Staff needed answers based on approved internal material.

Approach

MAGI began as a policy-support pilot and subsequently entered full production. M Group restricted its information to verified internal data and applied quality checks. The company reported that it helped bid teams prepare compliant responses for winning water-sector tenders.

Results

1,500MAGI users reported by M GroupCompany's own claim[1]

Takeaway

A policy assistant expanded into bid preparation and operational work. M Group did not quantify its contribution to contract wins.

Categories

Innovation type
Process innovation
AI technology
Generative AI
Evidence
Company's own claim

Sources

  1. 2024/2025 ESG & innovation report
    M Group2025Company publication

Source summaries

[1]M Group2025

M Group reported that MAGI had entered production with 1,500 users. It credited the system with supporting successful bids for Welsh Water, Yorkshire Water and Southern Water.

Full details are in the original sources.

Added 1 Nov 2026 · Updated 1 Nov 2026
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