SkenarioLabs
Techstars '19Espoo, FI · Founded 2015 · 25 employees on LinkedIn · 3 known investors
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SkenarioLabs provides data infrastructure and asset-level intelligence for real estate finance institutions, quantifying climate risk, capital requirements, and future property valuations across European markets. The platform delivers continuous monitoring of flood, heat, subsidence, and regulatory risks translated into financial impact for portfolio decision-making.
Also known as Skenario Labs · SkenarioLabs Ltd.
Founders & leadership
SkenarioLabs was founded in 2015 by Topi Tiihonen.
Investors · 3
How we know: the Techstars portfolio · open dataset · Top 3000 Accelerator Startups (no YC) 2026-08 · Not right? Tell us
How we know: a partner's Signal profile · Not right? Tell us
Also in the syndicate · 1
Company profile
researched Sep 2026SkenarioLabs is a Finnish software company that supplies asset-level data and analytics used in real estate finance. Its platform takes a property address and reconstructs a complete asset profile from fragmented data sources, then layers on automated valuation, climate and ESG risk, energy performance, and technical condition assessments. Outputs include estimated market value and rent with forecasts, loan eligibility, required retrofit capital expenditure, stranding years, and risk scores for residential and commercial assets.
Four capability areas are described: automated valuation (asset-specific market values and rents with forecasts and shock scenarios); climate risk and ESG (physical and transition risk plus energy performance translated into financial impact on asset values, with retrofit and mitigation potential); technical risk and renovation (building condition, renovation backlog, retrofit cost, timing and value impact); and data enrichment (standardising and gap-filling building data so assets are comparable across portfolios). These are packaged into three products: Portfolio Audit, a point-in-time data enrichment exercise producing audit-ready outputs aligned with EBA and local guidelines; Risk Monitoring, continuous asset-level tracking of risk dimensions and stranded asset risk; and Loan Origination, ad hoc data delivered into underwriting and financing workflows with validation data for each assessment.
Earlier descriptions of the service characterise it as an AI-powered, web-based data analytics service giving diagnostics on property portfolios to support maintenance and renovation planning, technical risk assessment and its effect on value, rent and income projections, along with energy consumption and renewable energy estimations.
Founding story
Founded in 2015 and based at the Finnish startup hub Startup Sauna, led by CEO Topi Tiihonen.
Business model
SkenarioLabs sells analytics and data services to institutions involved in real estate lending and ownership, positioning itself as infrastructure behind their valuation, underwriting, monitoring and regulatory reporting processes. Delivery is described both as periodic portfolio-level audits and as continuous monitoring, as well as ad hoc data supplied into loan origination workflows. One secondary profile characterises income as primarily subscription-based access to its suite of analytical tools.
Reported to generate income primarily through subscription-based access to its analytics tools for real estate finance decision-making.
Traction
The company's site reports more than €60 billion of collateral value under active monitoring, over 200 institutional clients across Europe, and more than 1 million asset assessments delivered monthly. A secondary profile reports 2023 revenue of USD 1.38 million.
Latest developments
Current product positioning centres on three offerings — Portfolio Audit, Risk Monitoring and Loan Origination — and reported scale of over €60 billion in monitored collateral value, 200+ institutional clients and 1M+ monthly asset assessments, with offices in Helsinki, Cambridge and Manchester.
▸Full profile — market position, technology, go-to-market, geography, history
Market position
Positions itself as a data backbone for European real estate finance, converging valuation, climate, energy/carbon and technical condition data that typically sit in separate systems. The company frames the market problem as roughly 80% of European buildings requiring renovation before 2050 against a renovation rate near 1%, rising loan origination costs from regulatory change, and climate exposure repricing assets faster than portfolios can adjust.
The company's stated differentiation is combining valuation, climate, energy and carbon, and technical condition intelligence in a single asset-level layer rather than separate systems, built on deep data enrichment that reconstructs building data from fragmented sources, and producing auditable outputs aligned with EBA guidelines, CRR3 and local regulatory requirements.
Technology
The platform aggregates fragmented public and portfolio data into asset-specific building profiles, standardising and filling gaps so assets are comparable at scale. On top of this enrichment layer it runs automated valuation models producing market values, rents and forecasts, physical and transition climate risk and energy performance models with financial impact translation, and data-driven assessments of building condition, renovation backlog and retrofit cost and timing. Earlier coverage describes the service as AI-based and web-delivered, and secondary profiles tag it with artificial intelligence, machine learning and cloud computing.
Go-to-market
The company sells directly to institutions, with the website oriented around booking a demo and enquiries segmented by use case (loan origination, risk monitoring, portfolio audit). Alignment with EBA guidelines, CRR3 and local regulatory requirements is used as a qualification point for regulated lenders.
Financial institutions ranging from challenger banks to top-10 European institutions, plus property asset managers, institutional investors, property owners and developers, energy companies and public-sector organisations across European real estate.
Geography
Headquartered in Finland with offices listed in Helsinki (Innovation Home, Kansakoulukatu 3), Cambridge (Entopia Building, 1 Regent Street) and Manchester (Renold Building, 32a Altrincham St). Secondary and earlier sources place the company in Espoo, Finland, with service availability across European markets including Finland, the UK and Sweden, and stated plans at the time of the 2019 seed round to expand into Germany, Switzerland and Poland, and later toward the wider Nordic region.
History
Founded in 2015 in Espoo, Finland. In January 2019 the company raised an undisclosed seed round led by innogy Innovation Hub, the venture arm of German energy group innogy SE, intended to grow resources and expand into Central European markets; at that point it served property asset managers, financial institutions and energy companies, with service available in Finland, the UK and Sweden. The offering has since been organised around valuation, climate and ESG, technical risk and data enrichment capabilities packaged as Portfolio Audit, Risk Monitoring and Loan Origination products, with offices in Helsinki, Cambridge and Manchester.
Compiled by commissioned research from 8 cited public sources — announcements, filings, and press listed under research sources below.
Key figures
latest reportedCompany-reported or press-reported figures, each dated to when it was claimed — not independently audited.
Timeline · 1
launches, deals, and filingsSkenarioLabs received an undisclosed seed funding round led by innogy Innovation Hub, the accelerator and venture capital arm of German energy company innogy SE, to grow resources and expand into Central European markets.
Dated company events from announcements, filings, and press; legal rows summarize public dockets and regulator releases.
In the news
▸Research sources · 8
primary sources listed
- SkenarioLabsskenariolabs.com · web
8 public sources were cited for this profile; the first-party ones are listed here.
Frequently asked questions
- What does SkenarioLabs do?
- Finnish provider of automated property valuation and climate, energy and technical risk analytics for real estate finance.
- Who founded SkenarioLabs?
- SkenarioLabs was founded by Topi Tiihonen in 2015.
- Who are SkenarioLabs's investors?
- SkenarioLabs's investors include Techstars, Future Energy Ventures.
- Where is SkenarioLabs headquartered?
- SkenarioLabs is headquartered in Espoo, FI.


