Two people in warm, focused conversation in the TalkLab studio, a world map and stacked books behind them
TalkLab
AURORA, ILLINOIS · 41.7606° N
A field guide for leaders

AI won't disrupt your company.
It will ignore it.

Disruption implies you're in the game. Being passed by is worse — and more likely. The organizations AI rewards are the ones that can see their own thinking. We build that map.

Start the map Keep reading
The valuation question

What is your company worth if AI simply passes it by?

The customers who quietly migrate to competitors that answer faster
unpriced
The expertise that walks out the door with every retirement
unpriced
The decisions re-made from scratch because no one wrote down the reasoning
unpriced
The passed-by version of your company, three years out
your write-down

Every leader is asking what AI will cost to adopt. That's procurement thinking — comparing vendors, running pilots, delaying. The sharper question runs the other direction. Inaction has a price. It just doesn't send an invoice.

The premise

You can't hand AI a company you can't see.

AI is a mirror. It can only work with what your organization actually knows about itself — and most companies are illegible to themselves. The real decisions, the contradictions, the tribal knowledge: it lives in hallways and heads, not in any system.

So the work doesn't start with tools. It starts with a map of what your people are actually doing and thinking. The map precedes the machine.

Field notes · From a recent map

Ten conversations.
One company, suddenly visible.

We recently mapped a Midwest manufacturer — a strong, growing company. Ten people, one conversation each, fifteen minutes to an hour. Here is a fraction of what surfaced. See if any of it sounds familiar.

Field note 01

The company's expertise lives in one person's hands

Their entire technical knowledge base is one employee who learned the products by physically building them for a decade. The mechanical logic he carries isn't written in any manual. He is the manual.

Field note 02

One week of vacation backs up the whole company

A single manager holds so much of the decision-making that a short absence creates a backlog across departments. Nobody designed it that way. Growth did.

Field note 03

A fifty-cent part takes hours of email to ship

Small tasks snowball because no one can see the whole process. The field knows the urgency; the office follows the queue. Both are doing their jobs. The map between them is missing.

Field note 04

The knowledge is already walking out the door

Sixteen years of customer history kept in a paper notepad. A predecessor's territory that went quiet for two years. A president's retirement after nearly two decades. What they knew left with them.

None of this was in a system. All of it was in people. Ten conversations made it visible — and what a leader can see, a leader can lead.

There was one more finding, and it's the one that changes the math. Two of the ten had already started using AI on their own — personal accounts, no oversight, because no one had given them a sanctioned path yet. That's not a failure of the people. It's what capable employees do while leadership waits. The map is how a leader gets in front of the AI adoption that's already underway in their company, instead of discovering it later.

How it works

This is not complicated.
It's a conversation.

Waypoint 01

We talk

Structured conversations with you and your key people — the origin stories, the decisions, the contradictions. No software to learn. No forms to fill out. You already know how to do this.

Waypoint 02

The map emerges

Your organization's thinking, surfaced and structured — what you know, what you assume, where the knowledge actually lives, and where it's about to walk out the door.

Waypoint 03

You engage AI on your terms

With the map in hand, AI stops being a vendor decision and becomes a leadership decision. You know exactly what to hand it, what to hold back, and why. You're ahead of it instead of behind it. The map is the moat.

A recorded TalkLab mapping session — three people in conversation in the studio
A mapping session in progress · TalkLab, Aurora

If your people can talk about their work, we can map it. That's the whole entry requirement.

For the careful leader

Moving carefully and moving now aren't opposites.

Serious organizations put governance in place before they turn AI loose on their data — the rules, the permissions, the guardrails. That's the right instinct, and it takes time. But here's what most leaders miss: the map doesn't touch any of that. Building it involves no data connectors, no system access, no exposure of anything your governance is designed to protect. It's structured conversation.

So the map is the work you can start today — while the governance framework catches up. By the time the rules are ready, you're not starting cold. You already know exactly what you're governing, and why.

Jimi Allen reviewing notes during a TalkLab conversation in the studio
Who you work with

You work with me. Directly.

I'm Jimi Allen. If you run a company, you're carrying most of it around in your head — the customers, the history, the reasons behind every decision. Nobody else has the whole picture. I've spent twenty-five years working on exactly that problem: first behind a camera, then running my own company and sitting with leaders, listening until things came into focus.

The camera taught me something I still use every day: the story is never just where you point the lens. You have to go find it. AI is remarkable at holding and organizing everything a conversation turns up — but it can't find the story. That part is still human. That's what I do in the room.

So we sit down and talk. What's been in your head becomes something you can actually see — and then hand to your team, or to AI, however you want.

No junior consultants. No platform login. Just me, working with you until the picture is clear.

— Jimi Allen, Founder, TalkLab
The engagement

Plain terms.

The Map
  • Direct, personal engagement with Jimi — every session, every month
  • Structured mapping conversations with you and your key people
  • A living map of your organization's knowledge and decision-making
  • Clear-eyed counsel on where AI belongs in your business — and where it doesn't

It starts with the map. Everything else follows from what the map reveals — at your pace, on your terms. Month to month. No long contract to sign before you've seen what this is.

One email. That's the process.

Don't let this moment pass your company by.

Write me a few lines about your organization. I'll respond personally, and we'll find an hour to talk. No deck required. No preparation needed.

Email Jimi — Start the map
JIMI@TALKLAB.IO · AURORA, IL