section: webinar · recorded 2026-08-11
Webinar · recorded live, 11 August 2026

What actually has to happen,
in what order, to make
a company AI-native

The full session, for leaders of SMB companies: why most adoption stalls, the stages that actually work, and a real firm that walked the whole path. 58 minutes, with the Q&A.

Watch the recording → Read the deck the same hour, two ways — watch it, or read every slide
futureorgdesign.comthe_webinar — 11 aug 2026
section: recording · 58min · en
recorded live · 11 august 2026 · 58 min · english Open the deck — every slide →
section: agenda · stages: 04 · one_company
how the hour runs

One year, walked — stage by stage.

Not a list of topics. You follow one real company through the whole sequence, and place your own on it as you go.

the diagnosis we start from

Most companies begin at stage two or three — tools handed out, a pilot somewhere, an automation built where it was easiest — without the stage that makes any of it hold. That single misordering is where most AI programmes quietly go, and it is the first thing we take apart.

↓ where most companies start
the goal emerges from stage 3
stage_01 — foundation building

Everyone learns the ground.

Shared language, honest expectations, and enough literacy that the whole company can hold a conversation about what this is. Almost nothing is automated yet, deliberately.

at ECM

Workshops for every tier. The first two words people put on the board were "robot" and "fear".

stage_02 — releasing time

The work gets mapped, and time comes back.

AI meets real work — processes mapped, the first assistants built by the people who own the work. Hours start returning, and the middle of this stage is where it hurts most.

at ECM

Process and context mapping, the first assistants — and the dip where the whole thing nearly got cancelled.

the goal stage_03 — continuous improvement

The company starts improving itself.

Improvement becomes a rhythm rather than a project. People find the problems and build the fix without being asked, and the company gets redesigned around what it can now do.

at ECM

20+ agents, internal apps, an offer checker built in 48 hours after a lost tender — and a platform swap taken in stride.

emerges from stage 3 stage_04 — creativity explosion

New things, not just better ones.

Not a stage you aim at. It appears once stage three is genuinely running: people spend their time on discovery, design and direction, and the company starts making things that did not exist.

at ECM

Ahead of them, as it is for almost everyone. This is where the sequence points — not a finish line you cross.

section: takeaways · count: 03
what you leave with

Three things you can use on Monday.

01 — the sequence
The order of operations

What has to be in place before what. Most of the value is in knowing which moves are premature, not in knowing which moves exist.

02 — a position
Where your company actually is

The stages are described plainly enough that you can place your own company on them while you listen, and see what that makes the next move.

03 — the evidence
What twelve months looks like

One company, told honestly — including the part in the middle where the value dips and the whole thing nearly got cancelled.

section: fit · self_select
who it's for

Worth an hour if this is you.

Watch it if

  • You are the person carrying AI in an SMB company — the owner, the executive it landed on, or the consultant brought in to do it.
  • You have done the learning. The courses, the reading, the experiments — and now you are facing your own company with it.
  • Something is already running: a pilot, some tools, a bit of training. It has not turned into change yet.
  • You want the sequence rather than another list of what is possible.

Probably skip it if

  • You are looking for prompt techniques or a tool comparison. This is at the level of the company, not the desk.
  • You want an AI strategy written for you. This is about how you run it yourself.
  • You are here for what is coming next in AI. This is about what to do with what already exists.
  • Nobody in the company owns this yet. The session assumes someone does, and that it is you.
section: next · guide | apply
where to go from here

The method, in your hands.

Everything the hour covers is written out in the Guide — the same sequence, at reading pace, sendable to anyone in your company. And if you want to place your own company on the stages with Cezary, that conversation is open.

Read the Guide → Start the conversation
section: host
who's running it

Cezary Zubik

Cezary Zubik
founder — futureorg design

Built for the work, and proven in it.

Fifteen years in enterprise sales and go-to-market, including advisory work at Gartner across 400+ executive sessions, and execution roles at Scandit, Zowie and Droppe.

The four stages, and the reasoning for their order, were designed before they ever met a company. They then spent a year being proven inside a real engineering firm, in a full AI transformation run end to end — and that company is the one we walk today.