Inference Group
Downing
Case study · Investment management

How Downing moved from AI intent to execution

Downing, a multi-asset-class responsible investment manager, wanted to grow without growing headcount one-for-one. Inference Group used AI to find exactly where that was possible, and trained Downing's people to build it.

AI-led assessment160+ trainedRoadmap delivered
By the numbers
12

teams interviewed across the business

160+

people at the firm-wide AI training

150+

AI opportunities identified

136

prioritised into a categorised roadmap

What Downing wanted

Downing is a responsible, multi-asset-class investment manager, investing primarily across renewable energy, infrastructure, healthcare and education. The question it brought to us was about growth: if the business scaled quickly, how could it do so without a one-to-one increase in headcount?

Put simply: where, specifically, could AI let teams grow their output without growing the team? The goal was to move Downing from AI intent to execution.

What Inference Group did

We ran Control Tower interviews across 12 teams with 35 participants, held two AI Champion training sessions on the art of the possible, and delivered a firm-wide AI training attended by 160+ people. Using AI, the interviews and workshops were rapidly assessed against a large repository of what works, surfacing over 150 opportunities.

Very few were ruled out. The opportunities were deduplicated and turned into a prioritised roadmap, organised by who could deliver each one, so value could start flowing immediately rather than waiting on a single big programme.

Where it landed

We trained AI Champions who went on to train their own teams, picking off the low-hanging fruit and starting to build a self-driving company: one where AI makes teams more productive and frees their time for value-adding work, not the slow, repetitive manual tasks.

At a glance
SectorResponsible investment management
Products usedAssess
PlatformAI-led assessment
StatusRoadmap delivered · AI Champions trained

A roadmap organised by who can deliver

The point of the roadmap is not just what to build, but who builds it: so no matter your internal capability or budget, there is a path to AI in production that pays back.

69AI Champion-led

Opportunities Downing's own trained AI Champions can build now, with growing knowledge and supporting tools.

57Digital Solutions-led

Opportunities that need engineering support or touch the wider architecture and systems.

10Flagship

High-impact projects that benefit many across Downing, needing specific skill sets and sometimes a buy-or-build decision.

Foundational

Baseline enablers other work depends on, such as data integration and governance like an AI policy, sequenced by Downing.

Working with Inference Group gave us the clarity and momentum we needed. Their expertise helped shape our AI roadmap and set us up for long-term success. We're already seeing the benefits as our teams turn strategy into real delivery.

Downing
Questions

About this work

All questions, answered →

Control Tower interviews across 12 teams, two AI Champion training sessions, and a firm-wide AI training attended by 160+ people. Using AI, the interviews and workshops were rapidly assessed and turned into a prioritised, categorised roadmap of where AI creates efficient growth.

Find where AI grows your business without growing the team

A 30-minute scoping call with the Inference Group team.