Your hardest problem,
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1  Don't love it in 30 days? You pay nothing.

A senior team from private equityBook the call

[01] The bet

We partner with founders and owners who would rather make a real bet on AI than wait for it to become obvious. And we bet on ourselves first.

Bring us the problem that would change your business most, and that most would assume cannot be done.

[02] How it works

The first 30 days.

  1. Week 1

    A working prototype.

    On your data, doing the real job badly rather than a fake job well. Not a plan, not a discovery document.

  2. Every week

    Something ships.

    Each week ends with the person who decides telling us what is wrong with it. That changes what ships next.

  3. Day 30

    Your team uses it.

    On your real data, doing real work. Then you decide: keep us on a monthly retainer, or walk away. Don't love it? You pay nothing.

[03] Differently

What we do differently.

  1. 01UsuallyA twelve-week discovery phase

    With usSomething ships every week, from week one.

  2. 02UsuallyA strategy report and a roadmap

    With usSoftware your team uses.

  3. 03UsuallyA pilot in a sandbox

    With usReal work on real data by day 30.

  4. 04UsuallyFees regardless of outcome

    With usYou pay only if you love it.

[04] What we've built

Running in production today.

01 — Investment committee

A second investment committee that reads everything and never gets tired.

Before
An analyst spent days in a data room writing a memo from a blank page, and real challenge only arrived in the committee room.
Now
The memo drafts itself from the data room, and a panel of AI committee members argues every deal before the real vote.
Why it was hard
A data room can hold thousands of documents, and an investment memo cannot contain a single invented fact. Every claim had to cite the exact page it came from, with zero room for hallucination.

02 — Fund monitoring

A family office that reads every fund, every night.

Before
Letters and statements piled up in inboxes, and a picture of the portfolio meant reconciling it by hand, fund by fund.
Now
Every fund is read, sourced and checked overnight, and what needs attention is waiting in the morning.
Why it was hard
Every fund reports differently, across PDFs, emails and spreadsheets, and the signal hides in what changed between two letters. The system reads all of it, remembers every fund, and never shows a figure it cannot source.

03 — Pricing intelligence

The whole market's prices, unit by unit, every week.

Before
Competitor prices lived on dozens of websites, each built differently, checked by hand when someone had time.
Now
Every competitor's prices, the market and the company's own sales in one place, questioned in plain English.
Why it was hard
More data points than any team could ever consolidate by hand: every competitor, every unit, the market and the macro picture, read correctly every week from sites that all look different.

[05] Who we are

Ten years as the operating team inside a private equity fund.

We ran M&A, engineering, customer support, operations and finance inside the portfolio companies, judged on the bottom line. After the first month we work as your AI department. Budapest, London, Dubai and Singapore.

What clients say

“Exceptional AI insight, backed by the competence to make it work in practice. Lightbloom helped us progress where it mattered.”
Attila RáczGroup IT Director, Futureal Group Futureal Group

[06] Questions

Asked plainly.

01What counts as a hard problem?
The one that would change your business most, and that most would assume cannot be done. Most of these only became possible in the last year. If a tidier process or one more hire would fix it, we are the wrong people.
02Do we pay for the first month?
Only if you love it. We invoice the first 30 days, and you pay that invoice only if you love what we shipped and we continue. If you don't, you pay nothing: we switch it off and leave.
03What if you cannot solve it?
Then you pay nothing, and you know within the month: you see a working prototype on your own data in week one.
04What happens to the work if we stop?
It stays with us. The build lives in our codebase, running in your systems with access you give us. We switch it off and leave.
05What does it cost after the first month?
A monthly retainer, renewed monthly, with no annual contract. It depends on the problem and the team it needs, so it is a conversation, not a price list.
06What do you need from us?
A decision-maker in the weekly meeting, access to the real systems and data, and someone who can approve a deployment.
07Do you use tools of your own?
We do not sell software, but we built Transcript for ourselves, and use it when a problem depends on knowledge nobody has written down.

[07] Start

Challenge us.

Bring us the one you assume cannot be done. Thirty minutes on a call, and we tell you whether we would bet a month on it.

Thirty minutesBook the call info@lightbloom.aiWrite to us
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