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Model Operator · Dubai

Your company brain. Installed for your team.

Keep your team
and AI in the know.

A company brain that keeps your people and AI agents in line with reality as work moves. Connect the knowledge behind your decisions, catch what changed, and turn shared context into the next move.

Personally installed by Alexander Chrisostomou.
Technical product leadership, based in Dubai.

Meet Alexander0:48

The experience behind the platform

Experience across product, AI, growth, and marketplaces

PortobelloVM logo
Dr Humm logo
Oarbt logo
Triplore logo
PayAngel logo
Sales Growth Club logo
Telos Fitness logo
Nomix Group logo
PetLab Co. logo
MediaCom logo
Picfair logo
Yoke Network logo
Company Brain Planning Room

Growth review / Automated reporting

Decision brief · Pivot or persevere

Fix the promise,
or rethink the product?

The “reports in minutes” ad has 3.6% CTR, but visitors spend 12 minutes on the landing page while report generation runs at 0.2%. Sales still hears setup concerns after investment in faster report generation.

Ad + landing-page results Sales-call feedback Competitor onboarding research
  1. Test the competing explanation Try a guided-setup angle and matching page against the speed promise. Compare qualified activations. Growth · Message and page experiment
  2. Scope an integration shortcut Time-box a developer spike on importing the customer’s first data source. Product + engineering · Feasibility
  3. Set the next investment decision If activation improves, persevere with the offer. If setup still blocks adoption, revisit onboarding before more reporting features. Product lead · Review after the experiment
Proposed direction · Evidence to test

Inside Planning Room

Give the next investment a better starting point.

Bring customer feedback, commercial performance and outside research into the same discussion. Explore competing explanations and decide what evidence you need before committing more time or budget.

Leave with a decision brief, a focused experiment or a technical spike your team can review.

Explore Planning Room

The shift inside leading companies

Company knowledge is becoming AI infrastructure.

“If every interaction with an agent happens in a private window, the only person who learns anything is the person at the keyboard.”
Tobi Lütke Co-founder & CEO, Shopify

On River, Shopify’s shared agent in Slack.

Shopify · Under the River
“The model matters less than what the model knows.”
Daniel Gilbert CEO, Brainlabs

On building an AI operating system around company context.

Brainlabs · How to Build an AI-Native Company

Three ways to work with your company’s knowledge

A company brain.
Built for the whole team.

Get an answer, work through a decision or talk it out. Start with the offer your team needs and connect the rest as the work grows.

Copper and glass knowledge archive with connected source documents.
01

Company Brain

Find the current answer, see the evidence and keep important decisions up to date.

Company knowledge your people and agents can build on.

Explore Company Brain
Two people considering research and business signals around a copper and navy planning table.
02

Planning Room

Bring company context and outside research together to make better product and go-to-market decisions.

Work through opportunities, test assumptions and decide what to do next.

Step into Planning Room
A navy microphone surrounded by copper and ice-blue sound waves.
03

Voice Colleagues

Talk through questions, decisions and plans with an AI colleague who knows your company.

Four distinct personalities, grounded in the same company knowledge.

Meet your voice colleagues

Need a wider engagement? We also build bespoke AI workflows and support technical product and growth initiatives.

Explore all services →

Company Brain / Launch coordination

Catch a changed promise before the campaign goes live.

Product removes a feature from the release. The campaign brief still promises it. Company Brain brings the conflict into view, with the source material your team needs to check the answer.

Marketing can revise the claim, confirm the launch assets and send the updated brief for review before Tuesday’s launch.

Inspect the launch example

Illustrative workflow / Product × Marketing

Company Brain Product × Marketing

Marketing / Team Spaces launch

Is Tuesday’s campaign still accurate after the release scope changed?

Release scope and campaign brief compared

Team Spaces launches Tuesday for Pro and Business customers.

Promote shared dashboards, member invitations and role-based access.

Don’t promise CSV export yet.
The release scope excludes CSV export. The campaign brief still promises it, so the launch claim needs review.

Suggested next move

Marketing: remove the export claim from the brief and demo script. Product: confirm the revised claims before the campaign is scheduled.

Review campaign changes

Voice Colleagues

Same company brain.
A different way to talk it through.

Choose the personality that suits the conversation. Bring a question, a half-formed idea or a decision you want to challenge.

Iris, a Model Operator AI voice colleague, in copper and blue light. Your everyday starting point

Iris

Warm, clear and welcoming.

The default voice for asking company questions.

“What should I know before this customer call?”
Niko, a Model Operator AI voice colleague, in copper and blue light. Straight to the point

Niko

Concise and direct.

Good for quick updates and operational discussions.

“Give me the blockers and who owns the next move.”
Thea, a Model Operator AI voice colleague, in copper and blue light. Room to think

Thea

Calm and considered.

Good for exploring decisions and trade-offs.

“Talk me through the case for staying with this direction.”
Clio, a Model Operator AI voice colleague, in copper and blue light. A fresh line of questioning

Clio

Curious and probing.

Good for research, reflection and challenging assumptions.

“What evidence would change our minds?”

Meet the voices in a live walkthrough of your company’s use cases.

Explore Voice Colleagues →

The operating thesis

Total information awareness.
A company that can think together.

Your best people carry a working model of the business in their heads: what customers need, why a decision changed, which promises the team can keep. The ambition is to make that context available wherever work happens.

The company brain is the asset. Each correction, exception and decision adds to knowledge your people and agents can use again. Models will change. Your company’s accumulated judgement should stay with you.

This is multiplayer AI: colleagues question the same context, add what they know, and leave a better starting point for the next person or agent.

Read our operating thesis

A working system, personally installed

Built around the way
your team works.

We connect the sources that matter and shape the system around the way your company works. Alexander leads the installation, from the first use case to team rollout.

Meet the operator
  1. 01

    Choose a problem worth solving.

    Start with a recurring question, a decision that keeps getting lost, or a workflow that depends on scattered knowledge.

  2. 02

    Connect the knowledge behind it.

    Agree the sources, access and owners. Build a focused company brain your team can try with real work.

  3. 03

    Get it into the team’s working day.

    Refine the answers together, establish how corrections are reviewed, and extend into the interfaces your team uses.

Let’s put your company in the picture

See how it would work
for your team.

Walk through the platform with Alexander, talk through where your knowledge lives, and find a useful place to start.

30 minutes with Alexander

Book your demo.

Choose a time that works for you.

Calendar unavailable? Open Cal.com in a new tab ↗ or email Alexander.