Mesh Index Labs · Poznań

Real Estate Intelligence Terminal at city scale.

Research-grade tools for urban real-estate decision-making — live financial modelling on entire cadastral inventories, original urban-network metrics, and applied algorithms for city-service distribution. Built on the Mesh City doctoral framework, Silesian University of Technology.

See the Terminal → Research & contact

Projects03

01 Mesh Index TerminalParcel-level redevelopment screening Live→ 02 Mesh Index StudioDual graph, spectral fingerprint Research→ 03 City ServicesAmenity distribution on a lattice Peer-rev.→

Toy atlas · nine canonical street layouts Primal streetsDual graphk = 2

01 Flagship

Mesh Index Terminal

Finds the parcels where redevelopment economics and planning constraints actually align — infill, rebuild, reuse. A city-scale screening engine (over 70k parcels) that runs a full developer financial model — build, demolition, parking, financing, projected revenue — on every parcel simultaneously, then surfaces ROI-ranked candidates on a live map. 7 scenarios to choose, quick boot time under 90s. Live MPZP zoning overrides, heritage cost multipliers, registered transaction comparables, and an engineered parking-capacity model baked into every result. Transferable to any Polish city.

Status: Live · Poznań
Coverage: 78,450 parcels
IP: Patent pending (PL)

Mesh Index Terminal — renovation-candidate ROI map across Poznań (Kandydaci do remontu) — **Fig. 01**Renovation candidates across Poznań, coloured by modelled ROI — top 5,000 of 10,573 parcels.

02 Research tool

Mesh Index Studio

Interactive companion to Spectral Fingerprints of Street-Network Morphology. Every street becomes a node of the dual graph; select one to see its k = 2 neighbourhood in the graph and on the map, its Mesh Index, H2 coherence and CRI against the city distribution, and its spectral fingerprint. Classical space-syntax measures — integration, local integration, choice — run alongside as reference.

Open the Studio →

Metrics: Mesh Index · H2 · CRI
Reference: Space syntax
Layouts: Geo · Force · Spectral
Cities: 10, Poznań to Chicago

Mesh Index Studio — Poznań dual graph, Aleje Karola Marcinkowskiego selected with its k=2 neighbourhood, metric panel, spectral fingerprint and primal map — **Fig. 02**Poznań, Aleje Karola Marcinkowskiego selected — k = 2 neighbourhood in the dual graph and on the primal map, with its metric panel and spectral fingerprint.

03 Applied algorithm

City Services

A proprietary algorithm for analysing the spatial distribution of urban services across a city's lattice by keyword — based on urban-platform big data. Hue encodes quality and price accessibility; size encodes choice range. Validated against Warsaw in the context of the 15-Minute City framework, published in Builder Science (2024).

Domain: Amenity distribution
Validated: Warsaw · peer-reviewed

City Services — bakeries in Warsaw — **Fig. 03**Gastronomic services in Warsaw, from *Builder Science* (2024).

City Services — restaurant services in Warsaw — **Fig. 03**Gastronomic services in Warsaw, from *Builder Science* (2024).

04 Labs

Profile

Computational urban morphology, applied graph theoryDomain
PhD · Urban Science, Silesian University of TechnologyDegree
National Board of Polish Architects Association — SARP ZGBoard
Senior Urban Consultant · The World BankPractice

Publications

Under review

Spectral Fingerprints of Street-Network Morphology: A Size-Adjusted Graph-Laplacian Descriptor of Urban Fabric

Journal of Complex Networks (Oxford University Press) · 2026
arXiv preprint ↗
Doctoral thesis

Mesh City — cyfrowa strategia analizy przestrzennej miasta w społeczeństwie sieciowym

Silesian University of Technology · Urbanism · 2025
Peer-reviewed article

Analysis of Warsaw's Gastronomic Services Using Big Data in the Context of the 15-Minute City Concept

Builder Science · 2024
Read the publication ↗

Founded on published research.

Applied research and product studio at the intersection of urban science and real-estate development. Based in Poznań.

hello@meshindex.net LinkedIn

Piotr Kamiński, Eng. Arch., PhD — urban scientist, practising architect, strategic consultant obsessed with cities. Mesh Index originated in PhD research on network-society spatial analysis.

Poznań · Stary Rynek StreetsDualGraphk = 2