Our work

Selected case studies and insights.

Client engagements, published insights, and the industry research our founders have contributed to. We add measured outcomes here as engagements complete.

Case studies

Case study

A private equity firm

32% average automation potential across the cohort

Mapping AI opportunity across the firm's HR function — where to deploy first.

Private EquityWorkforce analysisCase study

Case study

A sovereign wealth fund

36% average automation potential across the cohort

Mapping AI opportunity across the fund's Human Capital function — where to deploy first.

Sovereign WealthWorkforce analysisCase study

Case study

A healthcare SME

8 working apps, built in a day

A small team built their own AI tools in a single workshop day, and left ready to build the next one themselves.

HealthcareAI enablementCase study

Insights

Insight

Pivotal Roles in Accounting

A sector report reading twelve pivotal accounting roles task by task against what AI can take on, with role-level evidence and worked workflows.

AccountingPivotal Roles

Insight

Responsible AI & the Evolving DEI Leader

Presenting to DEI leaders from the KNIT network on how responsible AI adoption can drive inclusive economic growth, with deep insight on the evolving role of the DEI leader.

Responsible AIAperture

Insight

Private Equity report

Interactive storyboard exploring how a private equity firm can drive AI-led workforce transformation across its own organisation, with role-level automation analysis.

Private EquityAperture

InsightComing soon

Pivotal Roles in Asset Management

A sector report reading twelve pivotal asset management roles task by task against what AI can take on, with role-level evidence and worked workflows.

Asset ManagementPivotal Roles

InsightComing soon

Pivotal Roles in Banking

A sector report reading eleven pivotal banking roles task by task against what AI can take on, with role-level evidence and worked workflows.

BankingPivotal Roles

InsightComing soon

Pivotal Roles in Legal

A sector report reading twelve pivotal legal roles task by task against what AI can take on, with role-level evidence and worked workflows.

LegalPivotal Roles

InsightComing soon

Pivotal Roles in Wealth Management

A sector report reading twelve pivotal wealth management roles task by task against what AI can take on, with role-level evidence and worked workflows.

Wealth ManagementPivotal Roles

Industry research

The future of AI & the workforce

A City of London Corporation report, produced with KPMG, on how AI is reshaping work across financial and professional services. Matt was a key contributor while at KPMG, and features in the panel discussion at the foot of the report.

Industry researchPolicy

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