mateos.ai

From Complexity to Efficiency:
AI Automation Built for Industrial Growth.

We build the software, deploy it inside your organization, and take ownership of the result. Then we train your people to run it.

25% of our fee is tied to your KPIs.
What we do

Not Just Automation.
A Company Brain.

A step-by-step journey, wrapped at every step by the change layer that makes it stick.

01

Diagnose Deep

We map your organization, your data and your workflows, and pinpoint where AI pays back first, in any department.

02

Prove

A focused solution at your sharpest pain point, measured against agreed results in weeks, not promises.

03

Replicate

Agents and automations roll out department by department, building toward one orchestrating Company Brain.

Ways to work with us

Start where it fits your organization

Fractional CAIO

A senior Chief AI Officer embedded in your leadership, driving the platform and the roadmap, part-time.

Workshops

Hands-on sessions that get your people building with our agents, fast.

Projects

A defined build on our platform, with a clear scope, owned end to end.

The platform

Software, not just people

Most of what you'll see in this space is an agency: people, billed by the hour. This is the technology we own and keep building on your behalf.

Agents

Purpose-built AI agents wired into the tools you already run on.

Learning

Every agent is evaluated and improves with every run.

Data Analysis

Your operational data, turned into the signals that make agents useful.

Company Brain

An Orchestrating Layer: What one team learns, the whole company knows.

The adoption layer

Technology is not enough, adoption is the missing piece.

Connecting the technology is the part everyone talks about. Getting hundreds of people to change how they work every day is the part that decides whether it lasts. It is the wrapper around everything we build.

  • A structured adoption program Built around how your people actually work, not a generic rollout.
  • Training on the systems we build Your teams learn the exact tools we deploy for you, hands-on.
  • Champions inside your organization We grow internal owners who carry the change forward.

"We don't leave until your people run it without us."

How we work

End to end, and on the ground

Start at the sharpest pain

A bottleneck on the production line, a swamped service desk, a finance close that eats a week. We start where it hurts most, in any function.

Solve today, build for tomorrow

Every solution ships value now and becomes a building block toward the Company Brain. Nothing is throwaway.

Own it end to end

Diagnosis, solution, implementation, training. Real work on the ground, not slide decks and hand-offs.

Every project compounds

What we build for one team becomes knowledge the whole organization can reuse. The value accumulates.

The team

Serious people who understand organizations like yours

CEOs buy from people. Our founding partners bring senior experience across technology, business and change management inside complex organizations.

Yair Nativ

Yair Nativ

Founder & CEO

A 3x, award-winning entrepreneur across tech and social impact, with a track record of founding AI and productivity ventures.

LinkedIn
David L. Rajcher

David L. Rajcher

Founder & CTO

Engineer and 2x tech founder, ex-IDF technologist with two decades building and leading engineering teams from the ground up.

LinkedIn
AY

Aviv Yogev

Founder & COO
Noam Biran

Noam Biran

Head of Partnerships

Former industrialist and founder of BIRANO, a B2B and B2B2C branding and marketing studio. Board member of the Manufacturers Association of Israel and a member of the Chamber of Commerce.

LinkedIn
Noam Mantel

Noam Mantel

Head of Product

Ex-VP of Product at Slack, with product leadership at AB InBev. 15+ years shipping complex B2B and B2C products at scale.

LinkedIn
Shayna Moliver

Shayna Moliver

Chief of Staff

Chief of Staff for hire across startups, growth-stage companies and boutique consulting firms in Israel and the US. Board member of the National Giving Alliance and the Park Slope Food Coop.

LinkedIn
Prof. Michael Schrage

Prof. Michael Schrage

AI KPIs Advisor

Research fellow at MIT Sloan's Initiative on the Digital Economy. His research on AI-enhanced KPIs reframes metrics as sources of strategic value, not merely measures of it.

LinkedIn
Prof. Nir Eisikovits

Prof. Nir Eisikovits

AI Ethics Advisor

Professor of philosophy and founding director of the Applied Ethics Center at UMass Boston. His recent work focuses on the ethics of AI and how working with it reshapes how we understand ourselves.

LinkedIn
Example solutions

What a solution looks like

A couple of examples of what we deliver, across the floor and across the funnel. These are illustrations, not the whole story: your pilot starts wherever it hurts most.

Operations

The Operational Wizard

An assistant that runs the day-to-day: planning, keeping records current, and clearing the backlog.

Morning

It plans your day

Meetings, priorities and prep for every call, ready before you are.

After a meeting

It keeps records current

Say what happened and the system updates itself: stage, next steps, notes. No forms.

End of day

It clears the busywork

Drafts sent, records updated, schedules fixed, so tomorrow starts clean.

Sales

The Sales Magician

A teammate for revenue: it keeps the pipeline full, wins the event, and grows the accounts you already have.

Top of funnel

Fills the pipeline

Fresh leads, new angles to sell, and untapped markets to go after.

Before an event

Wins the event

Matches attendees to your ideal profile, drafts intros, and books the meetings.

Existing accounts

Grows the relationship

Spots expansion signals: upsell moments, likely renewals, warm intros in your network.

More examples across manufacturing, service, HR and finance. We'll walk you through the ones closest to your world on the pilot call.

Integrations

Runs on the tools you already use

No rip and replace. We build on the systems your organization already runs on.

Start a pilot

Start with a pilot.

We diagnose, propose, build and measure: one contained scope, entry-level pricing, real results in weeks. Then you decide how far to go.

Prefer to start with a hands-on workshop? We do that too →