Jellytot

Operate audaciously.

We help the ambitious build the technological.

A relief print: many fine strands at the left gathering and resolving into three broad bands, purple, gold and orange, at the right.

01The problem

Most professional-services AI is quietly abandoned within a year of the pilot that proved it worked.

Not because it was wrong. Because nothing was designed to make it hold. Three failure modes account for almost all of it, and none of them are model problems.

01

It sat beside the work

A tool in another tab is a tool you have to remember. Remembering is a cost, and it is paid every day by the busiest person in the room.

02

It was right, but not accountable

Output nobody will put their name on is output nobody ships. If a partner cannot see where a line came from, they will rewrite it from scratch.

03

It was built for the demo

The demo has clean inputs and a friendly question. Tuesday has a half-scanned PDF, a client on the phone and a deadline at four.

02The diagnostic

What you asked for is not the brief

Stated wants for AI are almost always rational in ambition and underspecified in detail. The work of diagnosis is to trace each stated want to the structural need beneath it, and then to the constraint that explains why the need has not already been met.

These four are not alternatives. They are a sequence of maturity, and each depends on the resolution of the one above it.

Stated wantThe real needThe binding constraintConversation required
A bot with our contextAccurate answers grounded in our own knowledgeWhere does the context live, who maintains it, and how is it kept currentKnowledge audit
A bot that takes actionsAutomation of real workflows, not just answersWhat counts as correct, who owns errors, where the boundaries sitProcess mapping and liability
An autonomous agentReduced oversight without loss of controlTrust, observability, rollback and escalation pathsOrg design and change
An AI strategyConfidence we are not being left behindNo specific problem yet. Fear preceding vision.Vision before roadmap

Start at the lowest unresolved row

Clients who present with a row-three want are, in practice, almost always a row-one or row-two problem. To start where the client named is to build the roof before the walls.

The constraint column is the real brief

Clients describe an outcome and assume the path to it is technical. In professional services the binding constraints are almost always organisational.

Anxiety is not a brief

A large share of demand is row four: no specific problem, a well-founded fear of falling behind, and board pressure to demonstrate capability.

Followed honestly, the most ambitious want does not terminate in a product to be bought. It terminates in a single word, autonomous, and that word is the design brief for an operating system.

The Corporate Brain · Part II

03The idea

Cognitive Bonding

Adhesion is not a feature you add at the end. It is the thing you design for from the first hour. We borrowed the word from materials science on purpose: a bond is not the two things it joins, it is a third thing with its own properties that fails in its own particular ways. That third thing is our work.

Approach. We start inside the work, not beside it. Two weeks with the matter file and the Tuesday-afternoon version of the job.
Bond. The seam is the design problem. Where a model output meets a professional judgment is where trust is won or lost.
Fuse. Then it stops being a tool. People stop calling it AI and call it the way we do things now.

04What we do

Four things, in this order

We do not sell a platform and we do not sell a pilot. We sell the sequence that gets a thing into daily use and keeps it there. Each stage has a fixed price and a written output. You can stop after any of them.

01

Diagnose

Two weeks inside the work. A written map of where the hours go, which a machine can carry, and which are judgment you should never automate. 2 weeks, fixed fee.

02

Design

Interfaces, citations, escalation paths and refusals. We specify what the system will decline to answer as carefully as what it will. 3 weeks, fixed fee.

03

Build

Into your stack, against your data, with your security team in the room from week one. One workflow all the way through. 6 to 12 weeks.

04

Embed

Training, adoption tracking, and sitting next to people while they use it. This is where the bond forms, and the stage most programmes cut. Ongoing.

05How we work

A short engagement, then a long one

We will not quote you for a twelve-month programme on the first call, because on the first call neither of us knows enough to make that number honest. We start with two weeks. If the map we hand back is wrong, you have lost two weeks and we have lost a client, which is the correct distribution of that risk.

01

Scope

One call. What returns every week and what it costs you.

02

Diagnose

Two weeks inside the work. A written map, whether or not you hire us again.

03

Ship

Into your stack, with your security team, one workflow all the way through.

04

Stay

We sit beside it while the bond forms. Usually the longest stage.

06The thesis

The Corporate Brain

A brain is not a single faculty. It is many faculties, separated and coordinated. So is a firm that thinks. Everything above is the practice; this is the argument underneath it.

A schematic: a fixed point with every element oriented toward it.
At the centre sits the overriding objective: the north star, stable and rarely touched, against which everything else is judged.

Read the paper →

Tell us the job that keeps coming back.

One call, thirty minutes, no deck. If we are not the right people we will say so and point you at who is.

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