Creating visions of AI for good, 30 charities at a time.

How a cohort works

9–20 NOV 30 FELLOWS
The sprint

Thirty junior fellows, each paired with a charity. Five one-hour calls with that charity across the fortnight, scheduled around them and facilitated by a senior fellow, to arrive at a vision for software that solves a real problem the organisation actually has.

5 × charity calls 1 × senior fellow facilitating training: vibe coding + pitching APPLY TO JOIN →
30 VISIONS 3–6 BUILT
EVERYONE ON THE SPRINT GETS
Training in vibe coding and in pitching
A real charity problem to solve, and an introduction to the people who have it
Subject-matter-expert guidance on building the app
Partial authorship of the application they helped shape
SELECTED FELLOWS GET
Training in vibe coding and in pitching
A real charity problem to solve, and an introduction to the people who have it
Subject-matter-expert guidance on building the app
Partial authorship of the application they helped shape
+December and January, paid, to see the vision through to completion
+Resources and senior fellow supervision throughout the build
+Training in how to write an effectiveness report on the software

9–20 Nov 2026 · the sprint

Get custom software at no cost.

WHEN
9–20 November
YOUR TIME
5 × one-hour sessions
FORMAT
Fully remote, completely free
TAKE PART →

The team

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Ollie

SUPPLIED AT 426PX. SELECTED BY THE CEO. NOT UPSCALED.

FRACTIONAL CMO · NON-FELLOW

Ollie

TERMS OF NON-FELLOW CO-FOUNDERSHIP
  1. Non-fellow co-founders get low-quality photos.
  2. The CEO picks which one.
  3. They are not displayed on the main page alongside the fellow co-founders.
  4. Their page says absolutely nothing about their career or their achievements.
  5. We allow them to tag some of their work.
SOME OF HIS WORK
WATCH IT ON YOUTUBE →

No further context will be provided.

For charities

Five hours of your time.
One Vision of AI for good.

JOIN THE NEXT COHORT →

What came out of cohort one

03 PROJECTS
01 IN STEALTH
Turns handwriting into structured data and writes the report that follows from it. Built for a specific sector.
ANNOUNCING SOON
03 IN STEALTH
Replaces a scattered document chase with one secure, structured intake. Built for a specific sector.
ANNOUNCING SOON

Project 01 · cohort one

Integrate UK

FormLens reads handwritten forms — refugee applications and programme evaluation forms alike — produces a digital copy from a template, and generates the report at the end of it.

READ THE FORMLENS SOLUTION BRIEF →
LOGO — INTEGRATE UK
THE PROBLEM

Not enough refugee applications were getting processed. Every form arrived on paper, filled in by hand, and had to be re-typed before anything could happen with it — so the bottleneck sat on the staff, not on demand.

THE APPROACH

Five one-hour sessions with the team to find where the hours actually went. The answer was transcription, not decision-making — which is exactly the kind of work a machine should be doing.

WHAT WAS BUILT
Scan

A handwritten form goes in as a photo or a scan. No special equipment, no re-typing.

Template

The fields are read and dropped into the charity's own digital template, ready for a human to check.

Report

The report that used to be written by hand at the end is generated from the same data — every number counted in code, not guessed at by a model, so the totals are exact and reproducible.

FormLens reading a batch of scanned forms
READING THE BATCH
Generated analysis report with aggregate results
THE GENERATED REPORT
Per-question before and after score changes
PER-QUESTION BREAKDOWN
Overall before and after shift, plus verbatim feedback
OVERALL SHIFT + VERBATIM FEEDBACK
IN THEIR WORDS

“Quote from Integrate UK goes here — one or two sentences on what changed for the team.”

NAME, ROLE — INTEGRATE UK

BUILT BY

SUBJECT-MATTER EXPERTS
Nachiketa Thakur · Rhianna Thomas

Project 02 · cohort one

Nxt Ladder Up

Whistle is an events page where children — and the adults who bring them — can find and register for sporting events near them.

READ THE WHISTLE SOLUTION BRIEF →
Nxt Ladder Up
THE PROBLEM

Not enough children were turning up to the events. The programme worked; the problem was that the families who would benefit most had no straightforward way to find out an event was happening and say they were coming.

THE APPROACH

Five sessions with the team traced attendance back to the moment of discovery. Nothing about the events needed changing — the gap was between hearing about one and registering for it.

WHAT WAS BUILT
Find

Events listed by area, so a parent can see what is happening near them without asking anyone.

Register

Sign a child up in a few taps, on a phone, without an account or a phone call.

Coordinate

The charity sees who is coming and which volunteers are covering each event, in one place.

Whistle, in use

DEMO · NXT LADDER UP

RECORDED BY CHARLOTTE · SOUND ON

IN THEIR WORDS

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BUILT BY

SUBJECT-MATTER EXPERT
Jamie Lunnon

THE OTHER TWO PROJECTS
In stealth — announcing soon

Project 03 · cohort one

Charterpath

Attest lets volunteer accountants carry out independent examinations of a charity’s financial health more quickly and more easily.

READ THE ATTEST SOLUTION BRIEF →
LOGO — CHARTERPATH
THE PROBLEM

Not enough independent examinations were being completed. The volunteers were willing and qualified; each examination simply took more of their evenings than it needed to, and the supply of evenings is finite.

THE APPROACH

Five sessions walking through a real examination end to end. Most of the effort was in chasing documents and re-checking the same figures — work the volunteers had not trained for and would happily hand over.

WHAT WAS BUILT
Intake

The charity uploads what the examiner needs once, instead of answering the same questions by email.

Examine

A guided workflow keeps the checks in order and flags the figures that do not reconcile.

Sign off

The examiner’s report draws on the work already done, rather than being written from scratch.

SCREENSHOT — EXAMINATION WORKFLOW
EXAMINATION WORKFLOW — PENDING
SCREENSHOT — EXAMINER’S REPORT
EXAMINER’S REPORT — PENDING
IN THEIR WORDS

“Quote from Charterpath goes here — one or two sentences on what changed for the team.”

NAME, ROLE — CHARTERPATH

BUILT BY

SUBJECT-MATTER EXPERTS
Alice Clementis · Andy Moore

COHORT TWO — REGISTER INTEREST

No ideas needed, no AI experience needed.

That's what you develop on the sprint.

THE NEXT SPRINT

9–20 November. Five one-hour sessions, scheduled around you.

Selected sprinters continue into a paid fellowship across December and January.

That's with us.

We'll come back to you within a week. In the meantime, the three tools already in the field are worth a look.

WHERE YOU'RE COMING FROM