Applied AI for organisations

From AI capability to measurable business value.

Leap AI helps organisations find high-value AI opportunities, redesign workflows, implement the right solutions and measure whether they actually improve the business.

No AI strategy required. Start with a workflow, a bottleneck or a business goal.

Access is not the same as effective use

Most organisations already have AI tools. The question is what the work looks like when people use them well.

7x

more advanced thinking capabilities used by a typical power user than a median ChatGPT Plus user.

OpenAI, Ending the Capability Overhang

For organisations

Three ways to work with Leap AI.

From deciding where to focus to building inside the business. Every engagement starts with a business outcome, not a predetermined tool.

Embedded AI Partner

Fixed-term or recurring

Leap AI works inside your organisation for a fixed period or recurring days each week. We find opportunities, redesign workflows, build and test solutions, and scale what proves useful.

Best for: organisations that want to move faster with AI without hiring a full internal AI function yet.

Explore an embedded partnership →

AI Workflow Sprint

Typically 2 to 6 weeks

You bring a concrete problem. We figure out whether AI can materially improve it, redesign the workflow and implement the lightest solution that gets the result.

Best for: a process that is slow, expensive, repetitive or constrained by information work.

Bring us a problem →

AI Opportunity Scan

Typically 1 to 2 weeks

We examine how work happens today, identify the opportunities worth pursuing and turn them into a prioritised backlog with clear measures of success.

Best for: organisations already active with AI but unsure where the next meaningful returns are.

Find the best opportunities →
How engagements work

From opportunity to evidence.

The point is not to produce more AI activity. It is to change something in the business and know whether that change was worth it.

01

Find the value

Map the workflow, the current baseline and the business outcome worth moving.

02

Change the work

Redesign the workflow around what existing AI products or custom systems can now do.

03

Implement

Use the lightest solution that works, whether that is an existing tool, automation or purpose-built agent.

04

Measure

Compare the result with the baseline and decide what to keep, change or scale.

AI that earns its place

If we cannot define the improvement, it is probably not yet a good AI initiative.

Time

Shorter cycle times and less manual work.

Quality

Better, more consistent output.

Capacity

More work without matching growth in headcount.

Cost

Fewer handoffs, tools or labour-intensive steps.

Revenue

Faster sales work, new services or more valuable delivery.

New capability

Work that was previously too slow, expensive or difficult to do at all.

For individuals

Get materially better at working with AI.

1:1 and small-team coaching built around your actual work. Bring the tasks you do every week. We work out where AI helps, redesign the workflow and practise until the new way of working is useful without the coach in the room.

Talk about coaching
1:1 AI coaching
Leadership coaching
Small-team coaching
Hands-on workshops
About Leap AI

Closing the gap between AI capability and real-world application.

Most organisations no longer have an AI access problem. The harder problem is turning what AI can do into changes that improve how the business operates.

A model might be able to research, reason, generate content, use tools or carry out parts of a process. That only matters when those capabilities can be integrated into real workflows and produce a measurable improvement.

Leap AI exists to make that translation.

Founder

William Vikatmaa

My background sits between product, technology and organisational behaviour. I have worked on AI products, built software and automations, and worked with teams changing how their work gets done.

I work directly with organisations from identifying the opportunity through to implementation and measurement.

About
Start with the work

What would you like to make meaningfully better?

Start with a 30-minute conversation about a workflow, bottleneck or opportunity. If there is nothing worth doing with AI, we will say so.

Talk to William