AI and agentic consulting · Lisbon

From AI curiosity to AI-native.

We help organisations and product teams turn AI into strategy, skills and products. Specialists with a long history in AI research and development, product management and product strategy, who build agentic products of our own.

A sunlit mountain valley where a glowing orange sphere draws one line of light through thousands of glass cubes laid out like a plan.
  • AI research and development
  • Product management, vision and strategy
  • Builders of agentic products

What we do

Four ways we help.

From the boardroom strategy to the team that has to make it work on Monday.

On a salt flat at golden hour, thousands of scattered glass cubes align into lines that meet at a glowing orange sphere.
01

AI and data strategy

A strategy you can act on: where AI and data create value for you, what to build, buy or partner on, and the data foundations it all needs.

  • Opportunity map and priorities
  • Data foundations and governance
  • A roadmap you can fund
In a bright hall, a small team talks around a stone table under a glowing orange sphere while points of light spread to every corner.
02

Enable and scale AI across your organisation

Workshops that get teams using AI well, then help it spread: practical skills, safe habits and shared ways of working, from the first team to the whole company.

  • Hands-on team workshops
  • Guidelines for safe use
  • Champions who carry it on
A bridge of glass cubes spans a sunlit canyon; its far half is still being drawn in orange light by a glowing sphere.
03

Going AI-native

Workshops on redesigning work with agents at the centre: which processes change, which roles change, and where to start.

  • Agent-first process design
  • People in the loop by design
  • A first pilot to learn from
Glass cubes, each holding a point of light, stand across a green hillside; a glowing orange sphere links a chosen few with threads of light towards the horizon.
04

Frontier AI for product teams

For product managers and leaders: how to apply the frontier of AI across your portfolio, and how to build the product vision and strategy around it.

  • Portfolio opportunity review
  • Product vision and strategy
  • From idea to agentic feature

Ways to work with usWorkshopsStrategy engagementsOngoing advisory

Why us

Specialists who build it, not just study it.

A long history in this field, on both sides of the work: the research that makes AI possible and the products that make it useful.

R&D

Decades of research and development in machine learning and AI, building systems that have to work outside the lab.

Product

A long history in product management, product vision and strategy: deciding what to build, for whom, and why.

Builders

We build an agentic product of our own, Host², so what we advise comes from building, not from slides.

We practise what we advise

Our own agentic product: Host².

Pair hosting for short-term rental hosts: the host and an AI agent that knows the house, working as one. Answers in seconds, a house ready on time, five-star stays, and the host's evenings back.

Host² In developmenthostsquared.ai →

Our story

Hosts with kids, and a lot of AI.

We host guests in our own houses, in Mafra, north of Lisbon, and in Fuseta, in the Algarve. Answering guests and coordinating cleanings didn't fit our lives with kids, so we applied what we know and started building an agent that does. That became Host².

It is how we approach every client too: start from a real problem, then build.

  • Mafra Lisbon region
  • Fuseta Algarve

How we work

Three rules, every time.

01

Start from a real problem

Value first, technology second. Every recommendation ties to work that matters.

02

People in charge

Agents do the work; people see it, steer it and step in at any moment.

03

Grounded and private

Answers come from your own facts, and each person sees only what is theirs.

Contact

Tell us where you are with AI.

A workshop, a strategy or a first conversation: write to us and we'll reply by email.

Or email hello@vila.haus

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