Virtual Mike wins the Metrovacesa AI Challenge with AI for legal land analysis

Spanish legaltech Virtual Mike has been named one of the three winners of the second edition of the Metrovacesa AI Challenge, the open innovation programme promoted by the real estate developer together with TheFringe/LABS to bring artificial intelligence into real business processes. The Barcelona-based company, led by Laura Viloria, was selected from nearly 50 entries and 11 finalists, and will now develop a pilot project with Metrovacesa.

The problem it solves

Virtual Mike is a legal real-estate copilot that analyses any property in Spain from its cadastral reference and generates registry, legal, tax and planning reports using official sources. The solution presented to the challenge focuses on speeding up the preliminary analysis of land: it gathers in a single report the registry, legal, fiscal, planning and environmental information available in public sources, and offers a summary of viability and detected encumbrances, so that investment teams can discard or prioritize opportunities before committing resources.

The promised saving is substantial: compressing from weeks to days the initial phase of real estate due diligence, the phase that decides whether a deal deserves the cost of an in-depth analysis. For a developer that assesses dozens of sites a year, the impact is measured in decision speed and in legal analysis hours redirected to the files with real prospects.

Why it matters for legal practice

The award is one more sign of a trend that is already a pattern: the legal AI that thrives is not the one that promises to replace the lawyer, but the one that automates collection and first document screening, leaving judgment in the professional's hands. It is the same approach we saw in the launch of Masterlex, Tirant's legal AI, and the one professional-conduct frameworks recommend by requiring professional verification of any automated output, as set out in the CCBE guide on generative AI.

It also illustrates where the market is: legaltech buyers are no longer only law firms, but legal departments and business areas of large companies, which budget AI tools when they attack a concrete, measurable process. Preliminary land analysis is a textbook case: high volume, structured public sources, a repetitive go/no-go decision.

The context: an ecosystem that is maturing

The Spanish legaltech-with-AI ecosystem is living a moment of funding and traction, with recent rounds across Europe and growing adoption by firms and in-house legal departments, as shown by the 2026 legaltech funding reports we publish in our startups section. That an IBEX developer dedicates an open innovation programme to AI applied to its value chain —and that one of the winners is a legal tool— confirms the technology has moved from demo to process.

What comes next: the pilot with Metrovacesa

As a challenge winner, the company will now develop a pilot project with the developer, the phase where these tools stake their real future: integrating into an investment team's decision flow, working with the market's messy casuistry (encumbered plots, planning in progress, outdated registries) and demonstrating measurable savings against the manual process. Corporate open innovation programmes have become the entry route of many legaltechs into the large client: the prize is the door; the pilot, the exam.

For real estate and planning professionals, the practical lesson is twofold: these tools change the distribution of work (fewer collection hours, more analysis) and raise the bar of what clients expect in first-response times. The lawyer who knows how to integrate them into their flow —with rigorous verification, as we recall in our usage guides— will compete with an advantage over the one who ignores them.

For the real estate sector, the signal is that the developer has decided to compete on analytical speed as well. When large land buyers adopt automated screening, the rest of the market —family offices, mid-sized funds, regional developers— ends up dragged towards similar tools or towards demanding equivalent timelines from their advisers. Legal land analysis, traditionally artisanal, is beginning its industrialization.