utopialabai
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utopialab.ai · Anticipatory intelligence

The future
is not automated:
it is decided

We work with companies and public bodies whose regulatory and territorial environment moves faster than their decisions. The problem is not a lack of information: it is that nobody is tasked with reading that environment with method, or with saying when it forces a decision already taken to be revisited. That is what we install, from a brief in 48 hours to the capability running inside your own team.

Book a diagnostic hourBook

No cost, no prior quote. One hour on a decision you already have pending.

Do you recognise any of these sentences?

We don’t sell a method. We sell getting out of a situation you can already describe.

“We are adopting AI, or entering a change of cycle, and we don’t know what will happen to how we work.”

Technology advances faster than the organisation’s capacity to decide what to transform, what to protect and who answers for each change.

Turn the change into a path with priorities, safeguards and owners, and leave the team able to revisit it without us.

“Nobody watches the environment systematically and we always react late.”

The information exists, but it arrives once it is already news: too late to take a position, and without telling which signal matters.

Watch the perimeter that matters and deliver what is relevant before the moment of decision, with sources and a level of confidence.

“We know our market is going to change, but not in which direction or where the competition will come from.”

Attention goes to today’s competitors and existing demand, while the change arrives from outside the sector.

Read weak signals and outside disruptions to identify the emerging niche and the window to enter before anyone else.

In the meeting we work through a single one of these rows: the one you have just described in your own words.

What we do differently

From noise to decision

We do not produce more information: we turn what already exists into timely decisions.

  1. 01

    Locate the signal

    We separate what is changing from what is only noise.

  2. 02

    Set the threshold

    We agree in advance what would have to happen to revisit a decision, and raise the alert when it is crossed.

  3. 03

    See the fork

    We open up the alternatives that business as usual does not yet let anyone see.

  4. 04

    Decide inside the window

    We act while the decision can still change the outcome.

AI helps us read more, and faster. The decision stays with your team.

What your organisation gains

Anticipation is not an abstract exercise: it improves the quality, speed and effect of decisions

The value is in acting with more options open, fewer surprises, and shared criteria for investing, coordinating and growing.

Better performance

Decisions that are clearer, traceable and executable; less rework, fewer blockages, fewer resources spent correcting late.

Growth with less exposure

The capacity to spot emerging opportunities and risks before they turn into emergencies or unavoidable costs.

Capability that stays

A shared language, alerts and criteria that remain with the team to review and adjust course.

In Rohrbeck and Kum’s longitudinal study, firms with high future preparedness recorded 33% higher profitability and 200% higher market-capitalisation growth than the average; McKinsey associates fast, high-quality decisions with better returns. ECLAC finds that governments in Latin America and the Caribbean have been reluctant to adopt long-term perspectives, and that anticipating risks and opportunities requires that horizon; the OECD links foresight to more resilient policies. These are associations, not promises: the outcome depends on the quality of the decision and on its execution.

Rohrbeck & Kum (2018) · McKinsey (2019) · ECLAC (2016) · OECD (2023)

  • McKinsey & Company
  • ECLAC
  • OECD

Team

A multidisciplinary team with deep technical experience, in high-level advisory work, advocacy and technology: an uncommon synergy, and one further amplified by what AI now makes possible.

Isabel Serra
Product lead

Urbanist. Led MINVU’s Centre for City and Territory Studies, and was an academic and researcher at Universidad Diego Portales for ten years. Author of the Utopía System.

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Genaro Cuadros
Project lead

Architect and urban planner. Head of Recoleta’s Planning Secretariat; consultant to ECLAC–UN and the IDB on urban and territorial development.

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Ariel López
Team member

Transport engineer and urban planner. International consultant to ECLAC and UNDP, adviser to Chile’s National Council for Territorial Development, and court-appointed traffic expert.

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Willy Maikowski
Team member

Software engineer. Engineering Manager at Buk, previously at Universidad de Chile’s Ucampus Technology Centre. Built the real-time monitor of Santiago’s buses with Ariel.

LinkedIn ↗
Dolores Reyes
Team member

Architect. Public policy analyst and adviser at the Presidential Cabinet (2022–2026); previously at the municipalities of Ñuñoa and Las Condes.

LinkedIn ↗
Pablo Levine
Team member

Architect and urban designer. Master in Urban Design from ETH Zürich, where he is part of the Chair of Architecture and Urban Design. In Chile he won and built public competitions, among them the footbridge linking Araucano and Juan Pablo II parks.

LinkedIn ↗
See the full credentials →

Want to see the signals in the noise?

It is not a services pitch. In one hour we work out what information is missing, which possibilities are worth opening, and what your next decision is. If no engagement follows, you keep that anyway.