AI strategy & implementation

Put AI to work.
Not on your to-do list.

You know there are opportunities to use AI. Get help finding the worthwhile ones and making them work for your team.

Start with the work, not the software.

Perhaps research takes too long, reporting eats up the week, or important information is scattered across documents and inboxes. The first step is to understand that problem and find a practical way to improve it.

I help you choose tools, build and test a workflow, and teach the people who will use it. We start with your existing systems wherever possible.

What the work includes

01

Choose the starting point

Identify a task where AI could improve speed, quality, or capacity. Compare the benefit with the cost and effort of changing the process.

02

Build and test the workflow

Set up the tools, connect the appropriate information, and check the results against the work your team does today.

03

Train your team

Use real tasks to show people how the workflow works, what to review, and how to handle exceptions.

04

Keep it useful

Provide documentation and agree on maintenance, improvements, and ongoing support.

Where AI can help

01

Research and internal knowledge

Find answers in your documents, bring sources together, and make the information easier to check and use.

02

Reporting and administration

Reduce repeated copying and formatting. Prepare reports and flag the exceptions that need attention.

03

Investment-team workflows

Support research, organize diligence, and check consistency across models and investment materials.

Questions before starting

We have not started using AI. Is that a problem?

No. Describe the task you would like to improve. You do not need an AI specialist or a technical brief.

Will you implement the recommendations?

Yes. The proposal can cover setup, testing, documentation, and training as well as the initial assessment.

Do we need to buy new software?

Not necessarily. We begin with the tools you have and explain the case for any additional expense.

Can you help after setup?

Yes. Ongoing support can include workflow improvements, troubleshooting, and team training. We agree the level of support at the start.

How do you handle sensitive information?

We agree what information the tools can access and which outputs require review before introducing the workflow.

Explore further

A better place to start

Have a decision that
deserves a closer look?

Let’s discuss it