Prove

Pilot Sprint

A focused sprint that turns one promising idea into something your team can actually test.

Prove

Pilot Sprint

A focused sprint that turns one promising idea into something your team can actually test.

Prove

Pilot Sprint

A focused sprint that turns one promising idea into something your team can actually test.

Turn a strong idea into working proof

There is a particular kind of meeting that happens inside ambitious companies. Everyone agrees the idea is promising. Everyone agrees it could save time, improve service, or unlock a better way of working. And then the idea sits there, gathering more opinions than evidence.

The pilot sprint is how we get it moving.

We take one well-chosen use case and build the smallest useful version of it. Not a science project. Not a theatre demo. A real workflow your team can touch, test, question, and improve.

That means shaping the user journey, connecting the tools that matter, writing the prompts or logic behind the scenes, setting sensible guardrails, and making sure the pilot answers the business question it is meant to answer.

The point is not to prove that new technology is impressive. The point is to learn whether this specific change is useful enough to keep.

At the end, you have a working pilot, team feedback, a clearer view of the effort required, and a go, pause, or stop recommendation. Fewer maybes. More evidence.

What’s included

A clear, written summary of findings and recommendations

A prioritised, practical roadmap you can act on

A working session to align your team on next steps

Follow-up support as you put the plan into motion

How we work

A focused process

01

Scope

We pick one promising idea and define exactly what ‘working’ looks like before we build a thing.

01

Build

A focused sprint turns that idea into something your team can actually try — not another slide.

01

Decide

You see real results early and decide, with evidence, whether to scale, adjust, or stop.

Selected work

More stories

A few engagements where the numbers moved. Same approach, different rooms.

Older woman with grey hair in a tan sweater taking notes in a notebook during a group discussion
Retail

Lindqvist Retail

A legacy retailer wanted AI everywhere

−83%

less time spent on markdown planning

Man in a grey blazer holding a tablet, walking past a green living wall in a modern office
Healthcare

Norrsken Health

Cutting triage admin in half by automating the parts clinicians never wanted to do anyway.

−50%

triage admin handled automatically

Selected work

More stories

A few engagements where the numbers moved. Same approach, different rooms.

Older woman with grey hair in a tan sweater taking notes in a notebook during a group discussion
Retail

Lindqvist Retail

A legacy retailer wanted AI everywhere

−83%

less time spent on markdown planning

Man in a grey blazer holding a tablet, walking past a green living wall in a modern office
Healthcare

Norrsken Health

Cutting triage admin in half by automating the parts clinicians never wanted to do anyway.

−50%

triage admin handled automatically

Selected work

More stories

A few engagements where the numbers moved. Same approach, different rooms.

Older woman with grey hair in a tan sweater taking notes in a notebook during a group discussion
Retail

Lindqvist Retail

A legacy retailer wanted AI everywhere

−83%

less time spent on markdown planning

Man in a grey blazer holding a tablet, walking past a green living wall in a modern office
Healthcare

Norrsken Health

Cutting triage admin in half by automating the parts clinicians never wanted to do anyway.

−50%

triage admin handled automatically

Teams we've worked with, in their own words

A look at what changed once we got to work: less busywork, faster decisions, and results that held up long after we left.

They cut through the hype and told us which AI projects were actually worth doing — and which to walk away from. Two are running in production now, and both have paid for themselves. I came in expecting a sales pitch and left with a shortlist I could defend to the board.

Person

Priya Nair, Head of Operations

Meridian Logistics

They stayed until our own people could run it without them.

Person

Daniel Osei, IT Director

Brightline Group

We'd stalled for a year. They had a working pilot in front of our team in six weeks.

Person

Tom Hjelm, COO

Northwind Retail

No buzzwords, no oversized deck. Just a clear read on where AI fit, where it didn't, and a plan we could act on the next morning.

Person

Mei Tanaka, Head of Strategy

Forma Studio

What I valued most was the honesty. They talked us out of two ideas we were attached to and pointed us at one we'd overlooked — which turned out to be the real win.

Person

Sara Lindqvist, VP Product

Cohort Health

They started with our actual workflows instead of a product pitch. By week three we could see exactly where the hours were going and which of them AI could give us back. Six months on, the line operators ask for the tools by name — that's how I know it stuck.

Person

Carlos Méndez, Operations Lead

Vela Manufacturing

They cut through the hype and told us which AI projects were actually worth doing — and which to walk away from. Two are running in production now, and both have paid for themselves. I came in expecting a sales pitch and left with a shortlist I could defend to the board.

Person

Priya Nair, Head of Operations

Meridian Logistics

We'd stalled for a year. They had a working pilot in front of our team in six weeks.

Person

Tom Hjelm, COO

Northwind Retail

What I valued most was the honesty. They talked us out of two ideas we were attached to and pointed us at one we'd overlooked — which turned out to be the real win.

Person

Sara Lindqvist, VP Product

Cohort Health

They stayed until our own people could run it without them.

Person

Daniel Osei, IT Director

Brightline Group

No buzzwords, no oversized deck. Just a clear read on where AI fit, where it didn't, and a plan we could act on the next morning.

Person

Mei Tanaka, Head of Strategy

Forma Studio

They started with our actual workflows instead of a product pitch. By week three we could see exactly where the hours were going and which of them AI could give us back. Six months on, the line operators ask for the tools by name — that's how I know it stuck.

Person

Carlos Méndez, Operations Lead

Vela Manufacturing

They cut through the hype and told us which AI projects were actually worth doing — and which to walk away from. Two are running in production now, and both have paid for themselves. I came in expecting a sales pitch and left with a shortlist I could defend to the board.

Person

Priya Nair, Head of Operations

Meridian Logistics

What I valued most was the honesty. They talked us out of two ideas we were attached to and pointed us at one we'd overlooked — which turned out to be the real win.

Person

Sara Lindqvist, VP Product

Cohort Health

No buzzwords, no oversized deck. Just a clear read on where AI fit, where it didn't, and a plan we could act on the next morning.

Person

Mei Tanaka, Head of Strategy

Forma Studio

We'd stalled for a year. They had a working pilot in front of our team in six weeks.

Person

Tom Hjelm, COO

Northwind Retail

They stayed until our own people could run it without them.

Person

Daniel Osei, IT Director

Brightline Group

They started with our actual workflows instead of a product pitch. By week three we could see exactly where the hours were going and which of them AI could give us back. Six months on, the line operators ask for the tools by name — that's how I know it stuck.

Person

Carlos Méndez, Operations Lead

Vela Manufacturing

Let’s talk

Start with a conversation, no commitment

Leave us a message

Let’s talk

Start with a conversation, no commitment

Leave us a message

Let’s talk

Start with a conversation, no commitment

Leave us a message

Practical AI for businesses. We find where AI earns its keep — then build it to ship, scale, and stay yours.

Get occasional notes on AI that works.

© 2026 Bronn

Practical AI for businesses. We find where AI earns its keep — then build it to ship, scale, and stay yours.

Get occasional notes on AI that works.

© 2026 Bronn

Practical AI for businesses. We find where AI earns its keep — then build it to ship, scale, and stay yours.

Get occasional notes on AI that works.

© 2026 Bronn

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