04 / AI ADOPTION & AUTOMATION 06 / AGENT TRAINING 07 / BOT BUILDING 01–05 / THE CORE IT RUNS ON

Zyrn puts AI to work inside firms: the operating model rebuilt to carry it, the work automated, and agents and bots your own people train, build and deploy.

BY REFERRAL — 04 SEATS / Q3
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Organizations, engineered.
090,000 PARTS / ONE SYSTEM
NEXT INTAKE Q3 — 2026
01 OF 04 SEATS OPEN
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SYS.02 — AI, PUT TO WORK

Not a tool licence and not a strategy deck. Zyrn installs AI into the work itself, and stays until it runs.

Built once.
Runs itself.

Adoption first: the work redesigned around what the model is good at. Then automation. Then the agents and bots that carry it — trained into your people’s hands, built into your own systems, deployed where the work already happens.

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SYS.02a Train Your people learn to brief an agent, read what it did, and hold the gate on what it ships — on their own machines, from anywhere.
SYS.02b Build Agents and bots built to the firm: wired into its own systems, written in its own voice, held to rules it set down.
SYS.02c Deploy Shipped where the work already is — the desk machine, WhatsApp, the site — measured from day one, with a person in reach.
Agents, bots, and the lines behind them
SYS.03 — SERVICE LINES

Where the weight is: AI adopted into how the firm runs, and the agents and bots that do the work. Under them, the core they run on.

04LINE

AI adoption & automation

The operating model rebuilt first, then automated where the new model makes it safe. Scored on a readiness index that has to move.

ADOPT AUTOMATE MEASURE 06PROGRAMME

AI agent training

An agent on your own machine, briefed from your phone, held at the gate by you. We train the people who run it.

TRAIN BRIEF DEPLOY 07PROGRAMME

Bot building

One bot on every channel you answer on. It looks the answer up in your own systems, and hands over to a person when it should.

BUILD CONNECT DEPLOY
THE CORE IT RUNS ON
01

Website design

The surface is the instrument a firm gets judged by before anyone speaks to it. Built as a system, held to a performance budget, and handed over.

STRUCTURE / DESIGN SYSTEM / BUILD / MEASUREMENT 02

Brand kit

A brand is a set of decisions, written down. Documented to the value rather than to the mood, so anyone can apply it without asking.

PALETTE / TYPE / MOTION / VOICE 03

Business structuring

Decision rights before org charts — and before agents. An agent can only be handed authority the firm has already placed.

DECISION RIGHTS / INCENTIVES / OPERATING MODEL 05

Customizable CRM

The desk the firm runs on, and the source its bots answer from. Built to the firm rather than rented from a vendor, handed over as source, with no seat count.

SCHEMA / PIPELINE / LEDGER / HANDOVER
SYS.03 — IN PRODUCTION

Two systems live for clients. Two agents of our own at work — one built this site, one is being built in the open.

LUMINA-JO.COM Lumina Live Private real-estate advisory, Amman Brand kit and website. Six weeks after launch the whole palette was replaced — eight tokens out, one in, in a single commit. No component was rebuilt. 14 pages 09 tokens 00 rebuilt Read the case
QUTAIFAN.COM THEHUB Live A software directory, in two design systems 180 hand-built pages that had drifted into two brands — 146 on one accent, 31 on another, each page carrying its own stylesheet. One system now, applied without a word of the editorial being rewritten. 180 pages 01 system 179 unchanged Before and after
Axes In service The agent that built this site Our own agent module, running on Claude Opus 5. It holds a whole system at once, takes an ambiguous brief apart along six axes, works all of them together, and returns the artefact — this page included. 11 pages 90K particles 00 build steps See how it works
Duk In development An open-source agent that asks first Built here, to work on a firm’s operating core — brainstorming, drafting and arguing real improvements with the people who run it. It interrogates before it produces, because a fluent answer to the wrong question is the expensive kind. 04 questions 22 candidates 01 constraint Meet Duk
SYS.04 — READINESS INDEX

How far AI has actually got into the firm, as one number. Every engagement opens on it and closes on a higher one — the index is the contract.

  1. 00

    Exploratory

    Tools in use, nothing measured. Value is anecdotal.

  2. 01

    Implemented

    Pilots run and hold. Benefit is visible but local.

  3. 02

    Aligned

    Ownership and incentives agree. Return can be traced.

  4. 03

    Scaled

    Agents and automations run across the firm, predictably and repeatably.

  5. 04

    Self-calibrating

    The organization tunes itself. Zyrn is no longer required.

MEASURED ACROSS STRATEGY / WORKFORCE / WORKFLOW / GOVERNANCE / DATA — QUARTERLY

SYS.05 — ACCESS

Zyrn takes four engagements a quarter. The constraint is deliberate — the work requires staying.

Two quarters minimum, eight at most. By the end, the work is yours.

ZYRN’S HANDS ON IT100% YOUR PEOPLE00% READINESS · LEVEL 0000.4
ZYRN YOUR FIRM ZYRN LEAVES
The shape of an engagement, not a client’s record

Installed,
not advised.

Engagements open with a diagnostic and a readiness number. Programmes close with your people running the agent without us. If either does not happen, the work has not worked — a shared position, not a disclaimer.

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