CAMPO/01 / SYSTEMS LABORATORY

A new
field of
practice.

AI consulting for architecture, construction and technical teams. Connect information, reduce repetitive work and retain professional control.

Try the laboratory

Tools and progress

FIG. 001 / DATA TO DECISION
OUTPUT / 03INPUT / 01MODEL / 02
GEOMETRY / DATA / CONTROL · EXPERIMENTAL VISUAL STUDY

Show the work.
And its limits.

Explore the available tools and follow the laboratory’s progress. Each tool explains what you can try and its limitations.

EXP 001 / AVAILABLE

Scope comparison

v1.0.0

Compare three sample quotes, adjust the floor area and review omitted items. Fictional data and local calculation, with no AI.

Open comparison
MICRO LAB 001 / AVAILABLE

Givoni explorer

Plot a temperature and humidity state and explore its basic properties. An educational introduction that does not replace a climate study.

Explore Givoni · in Spanish
MICRO LAB 002 / AVAILABLE

Materials: thermal resistance and transmittance

Explore how thermal resistance and transmittance change with the layers and their thicknesses. A preliminary calculation that does not establish compliance with Spain’s CTE.

Try materials · in Spanish
MICRO LAB 003 / AVAILABLE

Olgyay comparison

Compare two temperature and humidity states. An educational reference that does not predict the actual effect of an architectural strategy.

Compare states · in Spanish

Latest progress

  • · Usability check. Access and one basic interaction checked for all four public tools.
  • · From the example to your workflow. The comparison tool now links to an initial professional conversation, in Spanish and English.
EXP 002–003 / PLANNED RESEARCH

Documents and BIM context

Research continues into traceable document review and links between IFC properties, documents and decisions. No public tool is available yet.

Less talk.
More evidence.

Compare scope, change the floor area and explore the effect of estimating missing items. All calculations run in your browser.

EXP 001 / v1.0.0WORKING PROTOTYPE · NO AI
Select a bid to highlight
Amounts exclude VAT · fictional data
Line itemQuantityABC
Floor demolition120 m²2.160,00 €1.920,00 €2.400,00 €
Subfloor leveling120 m²Not included1.440,00 €1.920,00 €
Floor material supply120 m²5.040,00 €4.560,00 €5.280,00 €
Floor installation120 m²3.360,00 €Not included3.840,00 €
Waste management1 ud520,00 €Not included620,00 €
Skirting48 m864,00 €816,00 €1.008,00 €

120 m² example. The scopes are not equivalent.

Method, assumptions and limitations

Area-based items scale with floor area. Skirting is 48 × √(area/120), assuming a geometrically similar footprint. Waste is one fixed unit. The median uses only the available prices for each item. No winner or savings are inferred.

Displayed amounts are rounded to cents; calculations retain full precision. No data is collected, no external prices are queried and no AI model is used. This does not replace professional assessment. Source: the CAMPO/01 example supplied by Pedro. Updated: October 15, 2026.

FICTIONAL DATA / LOCAL CALCULATION / NO DATA COLLECTION

FROM THE EXAMPLE TO YOUR WORKFLOW

Comparing quotes with different scopes?

Tell me how you receive and review quotes. We’ll assess whether that workflow could be improved using the tools you already have.

Discuss my workflow

Initial conversation at no charge.

Technology that
knows the work.

Start with a real task, the available files and the criteria used to review the result.

01 / SYSTEM A / DOCUMENT

Intelligent technical documents.

Structured extraction, version comparison and verifiable references to the original document.

PDF / DOCX / TABLES / REVISIONS
02 / SYSTEM B / COST

Quantities, bids and costs.

Line-item normalization, scope differences and flags for professional review.

EXCEL / PRESTO / BC3 · TO VALIDATE
03 / SYSTEM C / MODEL

Connected BIM information.

Links between models, properties and technical records through interoperable formats.

IFC / SKETCHUP / REVIT / ALLPLAN
04 / SYSTEM D / OPERATIONS

Supervised agents and workflows.

Issue classification, task preparation and human controls for sensitive decisions.

WORKFLOWS / REVIEW / HUMAN CONTROL

Data is
the structure.

Drawings, quantities and decisions need a shared, usable structure. We design the flow first, then determine how to connect it.

01 / INPUT

Information

MODEL / IFC
DATA / XLSX
TEXT / PDF
02 / PROCESS

Transformation

STRUCTURE · COMPARE · REVIEW

03 / OUTPUT

Decision

  1. 01Compare
  2. 02Verify
  3. 03Decide

With professional review.

CONCEPTUAL ARCHITECTURE / NOT A LIVE CONNECTIONCAMPO / FIG. 004
  • SketchUp
  • IFC
  • Revit
  • Allplan
  • Presto
  • CYPE
  • Excel
  • API / JSON

Tools and formats considered according to actual compatibility, licensing and each project’s needs. This illustration does not imply completed integrations.

From hypothesis
to a useful system.

  1. 01/

    Understand

    Review tasks, people, files and where information gets lost.

  2. 02/

    Test

    Define an input, an expected output and a success criterion.

  3. 03/

    Verify

    Check accuracy, errors, permissions and limitations with practitioners.

  4. 04/

    Integrate

    Document controls, responsibilities and monitoring before expanding the system.

Judgment stays human.

Professional oversight

Technical review and final decisions remain with the team.

Confidentiality

Each workflow defines the data used, what is anonymized and who controls access.

Existing tools first

Use current tools and free options before introducing new ones.

Justified cost

Any additional cost must provide concrete, measurable value.

Tell me what you want to improve.

Three details help us understand the friction, check for an opportunity and define the next step.

  • Which task or workflow takes too much time.
  • What context, constraints or data shape the problem.
  • What outcome you need.

Initial conversation at no charge, with no software purchase or obligation to continue. If there is a clear opportunity, an AI Opportunity Review costs €100 + VAT before any pilot or implementation.

If you are still deciding where to start, see the practical guide to implementing AI in an architecture studio.

Request received

I’ll personally review your information and reply within 24–48 business hours to confirm whether I can help and what the next step would be. If there is a clear opportunity, we can then consider an AI Opportunity Review · €100 + VAT before any pilot or implementation. Submitting this form does not create a charge, and you do not need to do anything else now.
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