AI implementation for leaders who want to be ahead of the game

Our AI interviews every employee — and X-rays your systems.

In three weeks, you get a ranked plan of where AI actually pays off in your business — built on evidence from your people and your data, not another chatbot license.

Recent AI engagements

Kizner Messieurs Strauss Water

Most “AI transformation” gets it backwards.

It promises to cut costs — which quietly means cut people.

Or it hands you a clever widget — then disappears.

Or everyone gets a ChatGPT seat — and six months later, nothing about the business has actually changed.

We do the opposite: multiply your people, and stay until it pays off.

Your people already use ChatGPT. That’s the easy 20% — drafting, summarizing, one person at a time. The other 80% lives between people and inside your systems: shared workflows, connected data, measured impact. That part doesn’t come with a subscription.

How it listens

A tailored AI strategy in three weeks? Here’s how.

Bespoke and fast normally can’t coexist. They can here — because the listening is done by an AI agent at scale, reaching further in days than any human consulting team can in months.

An AI agent interviews your people — all of them.

Not a survey. Not a sample. A trained AI interviewer sits with every employee, asks, listens, and digs deeper — at a scale no human team can match. Hundreds of signals, in your people’s own words, in days.

We X-ray your data.

The harness reads the signals your systems already hold — mail, calendars, files, hours — and shows where time leaks, where risk concentrates, and where value hides. Evidence, not opinions.

  1. Leadership deep-dive your strategy, in your words
  2. AI-agent interviews every employee heard
  3. Data X-ray signals from your systems
  4. The collision gaps & opportunities, mapped and prioritized
  5. Your ranked plan — in three weeks

Then we build what the audit proves — and stay to monitor the impact.

Found in one scan

A 48-person engineering consultancy. Three weeks. Numbers nobody had seen:

76%

of the firm’s coordination load sat on just 7 of its 34 engineers — a continuity risk no org chart showed

18,898

person-hours spent in meetings over two years — 39% of them recurring, burning the same budget every week

771

recurring questions answered by hand, from scratch, again and again — each one an automation waiting to happen

None of this was visible in any report they had.

In their words

“I know my business… with you I can see my business.”
Alex · client
“Not the cheap option — the one that actually delivers. Worth every euro.”
Laurent · client

What you walk away with

Not a slide deck. A working system.

Ran Merkazy
Ran Merkazy — Product & Innovation · 20+ years turning technology into products people actually want — Lloyd’s Register, Samsung, Dyson. London Business School · Shenkar · Lecturer at Bezalel.

The Audit Report

Your gaps and AI growth opportunities, mapped and prioritized — so you know exactly where AI pays off, and where it doesn’t.

Implemented methods & tools

Not recommendations — working AI, delivered and in use against those opportunities. The promises, actually kept.

A monitoring harness

A live way to track AI’s real impact on your business — and keep improving performance long after we’ve built it. Not seats used or prompts sent — hours returned, cycle times cut, revenue moved.

You get the two of us. The people on this page do the work — no account managers, no junior bench, no handoffs.

See what your own numbers are hiding.

Book the diagnostic

Built to be trusted

An engine built for insight — not for holding your data.

The harness listens to the signals inside your systems and turns them into clarity. It’s built to be powerful — and built to be trusted.

Private by design

Right now, your team may be pasting client data into chatbots you don’t control. We build AI that runs inside your guardrails — anonymized before analysis, raw data never kept. Your information never lives on our side.

Lean by principle

Not every problem needs an LLM. We engineer lean systems — models only where they earn their keep — so the harness runs fast, precise, and at a fraction of the token cost. Part of the audit is showing you where a simpler system beats the chatbot.

You hold the kill switch

Stop the harness at any moment, with one action. Your system, your data, your call.

Ori Dickerman
Ori Dickerman — Technology · 15+ years delivering technology to the creative industries. Expert in graphic systems and advanced automation — the engine that turns an opportunity into a working tool.

For leaders who’d rather make their best people better.

A creative agency drowning in production hours. An engineering firm whose client knowledge lives in seven heads. A family business whose know-how walks out the door at six. If you want AI to be a multiplier for your people — not a threat to them — we should talk.

Curious where AI actually helps your business?

One diagnostic tells you. Let’s book it.

Fixed scope. Three weeks. Fixed fee, quoted in one call — and you keep the audit report either way.

Book a diagnostic

The people behind this  ·  Backed by Factor127

20 years turning technology into bottom-line advantage — at

Dyson Wix Samsung Lloyd’s Register P&G Speedo Oral-B

“A formidable innovation leader.” — Luke Mansfield, VP, Harley-Davidson