LotLens Studio — Research · Architecture · Planning · Spatial data

US ± Europe ± Asia


Research, Data & Tools for Land and Buildings.

LotLens is a studio of licensed architects, planners and researchers — with our own apps. We turn parcel, zoning and building data into clear answers for current and future homeowners, builders, investors and cities.

Early access Our apps open to people one by one: ask with your email

Imagery © Esri, Maxar · swisstopo · data shown is illustrative

The LotLens apps

Tools from our studio, for everyone.

Our methods, packaged as apps. The Lot Report and LotLens Model (United States) and LotLens Massing (Germany, Austria and Switzerland) are open in early access: ask with your email and we let you in. Synth is in development. Each card shows who it’s built for.

  • Aerial view of an Austin lot outlined in orange
    Early access

    LotLens Lot Report

    United States

    For Homeowners · Real-estate agents · Investors

    Everything about your home or lot in one clear report: what you own, how home values in your area have moved and what the zoning rules allow, each rule with its source.

  • Drawing of a parcel on terrain with its maximum buildable volume
    Early access

    LotLens Massing

    Germany · Austria · Switzerland

    For Homeowners · Real-estate agents · Investors · Architects

    Turns land and building data into searchable values and calculates the maximum buildable volume and floor area under local ordinances. Hidden potential for builders, agents, architects and investors, and a planning tool for cities.

  • Chicago West Loop with zoning, transit and permit data layers
    Coming soon

    LotLens Synth

    US · Global

    For Cities · Governments · Institutions · Real-estate agents

    Parses and synthesizes codes, plans and datasets into the information planners, designers and builders actually need.

  • A LotLens Model kit page: the pieces of a paper house drawn apart, and the house they make
    Early access

    LotLens Model

    United States

    For Everyone: homeowners, students, communities, design reviews

    Turn your house into a paper model: a kit to print, cut, fold and glue, with the roof measured from lidar and the windows from street imagery. Files for cutting machines too.

LotLens Lot Report · Early access

For Homeowners · Home buyers · Families · Real-estate agents · Investors

Know what your lot allows, and what it could become.

Enter your address and get a clear, visual report: what you are allowed to build, how home values in your area have moved and which opportunities are hiding in the zoning code. Prepared with the same methods our architects use on professional projects, explained without the jargon.

  • Zoning & allowed uses
  • Setbacks & the zoning envelope
  • ADU & expansion potential
  • FEMA flood zone
  • Neighborhood map: schools, parks, childcare & stores
  • Walkability & home values

Every rule in a report names its source, and a quote from the city’s code is checked on the page it came from. How that works, and how it is measured: how the rules are read and checked →

Hyde Park, Austin TX · 30.304°N 97.729°W · imagery © Esri, Maxar

Sample report · free, no sign-up

See exactly what you get.

A complete Lot Report for a fictional property, laid out the way you will receive yours: every table, drawing and figure, and the written part.

  • Report cover: 1418 Juniper Hollow Ln, Riverbend, TX, a fictional property, with an AI bird's-eye rendering of the house and the key numbers

    Cover

    Address, an AI bird's-eye view and the key numbers at a glance

  • Report page: at a glance, the verdict and eight answers with pictures, from what you can build and room to extend to hazards and home values

    At a glance

    The verdict, then eight answers with pictures: what you can build, room to extend, hazards, home values and more

  • Report page: the FEMA flood zone, then sun, shade and tree canopy by season, what shades the lot and the tree canopy

    Flood zone, sun & trees

    The FEMA flood zone, then sun, shade and the tree canopy from public lidar

  • Report page: the written report in two columns, on the market, the ground and hazards, sun, trees and climate, and the record

    Written report

    The written part: the market, the ground, sun and trees, the record, each figure checked against the tables

AI illustration of the invented neighborhood around the fictional 1418 Juniper Hollow Ln: the house in the middle, with a school, a trail, a market, a diner, a café, a clinic, a gym, a childcare center, a bike shop and a bus stop, each lettered by name or kind
Fig. — The neighborhood from the sample report, illustrated by an AI image model from the invented places around the lot · a sketch of character, not a map

Sample report for a fictional property. All names, places and figures are illustrative.

LotLens Massing · Early access

For Homeowners · Real-estate agents · Investors · Architects

The maximum buildable volume, straight from the local plan.

LotLens Massing reads development plans (Bebauungspläne), zoning maps and building data across Germany, Austria and Switzerland, and turns them into searchable values: maximum volume, floor area and storeys for every parcel. Hidden potential becomes visible for builders, agents, architects and investors, and cities get a clear picture to plan the future.

Site coverage (GRZ)
0.4
Floor area ratio (GFZ)
1.2
Full storeys (Vollgeschosse)
III
Max. building volume (BRI)
6,480 m³
Orthophoto of Zürich-Seebach with a parcel, its building line and plan values

Fig. 03 · What you get

Every parcel, measured against its plan.

From the development plan (Bebauungsplan) to a 3D envelope in seconds: the parcel, the building line (Baugrenze) and the largest volume the plan allows — ready for feasibility, valuation or a council meeting.

Max. floor area & volume
per parcel, in m² and m³
Unused potential
allowed minus built today
Searchable
filter a whole municipality by potential
Plan rules, explained
GRZ, GFZ, storeys, heights, building lines
Exports
PDF report · 3D model · data table
Fig. 03: parcel, building line and maximum buildable volume in three storeys

Fig. 07 · How it works

Six layers of data. One searchable answer.

LotLens Massing stacks what normally lives in separate offices and formats, and reads it the way an architect would. Our own models link the layers parcel by parcel, so the result is consistent across a whole city.

  1. 01Orthophotowhat is on the ground today
  2. 02Cadastreparcel boundaries & ownership units
  3. 03Development plan (Bebauungsplan)zones, building lines, GRZ / GFZ, heights
  4. 04Terrain (DTM)slope and ground height
  5. 05Buildings in 3Dexisting volumes, LOD 2
  6. 06Resultmax. buildable volume & unused potential
Fig. 07: six stacked data layers from orthophoto to maximum volume
  • Builders & developersFind sites with unused potential
  • Real estate agentsShow buyers what a parcel allows
  • ArchitectsStart design from the legal envelope
  • InvestorsCompare potential across portfolios
  • Cities & municipalitiesPlan growth and test plan changes
LotLens Model · Early access

For Everyone: homeowners, students, communities, design reviews

Print it. Fold it. See your house on the table.

Turn your house into a paper model. LotLens Model measures the roof from lidar, reads windows and doors from street imagery and lays it all out as a kit to print, cut, fold and glue: Letter, Tabloid, A4 or A3, at 1:50, 1:100, 1:200 or 1:500, or at the US scales 1/4″, 1/8″ and 1/16″ to the foot and 1″ = 40′, ready in a minute or two. Every kit brings its own instructions: a page of the pieces and their joints, a page on how to build it, then the sheets to cut, with a ruler to check the print. A simple way to understand space, for families, students and community meetings.

A page from a LotLens Model kit: the roof, the walls and the base drawn apart in 3D, the building steps, and the assembled paper house
Fig. 04 — A page of a LotLens Model kit: the pieces drawn apart and the house they become · sample house, 1:100
3D print · Coming soon

Or print it in 3D — with the real landscape.

Download a print-ready file of your parcel with the real terrain: slope, contours and the neighbouring buildings, with your house or your planned addition highlighted. Print it at home, at a library or with a print service.

Formats
PDF net (Letter / A4) · STL · 3MF · OBJ
Scales
1:200 · 1:500 · 1:1000
Includes
terrain & slope · contours · neighbours · zoning envelope
Made for
families · schools · design reviews · community meetings
Fig. 06: 3D-printable terrain block with neighbouring buildings and your building in orange

Who we are

A studio first. The apps come from our practice.

Every LotLens app is built on decades of real projects and funded research. Licensed architects, planners and data scientists stand behind every number we show you.

60+ yrs

Professional practice

Combined experience across the AEC industry: architecture, engineering and construction, in every project phase and at every scale.

3

Continents

Licensed architects with built work and practice in the US, Europe and Asia.

30+ yrs

Research

Combined research at academic and private institutions across the US and Europe.

Funded

High-tier research

Research funded by federal agencies and the private sector.

Scales
  • Region
  • City
  • District
  • Site
  • Building
  • Interior
  • Element
Phases
  • Research
  • Concept
  • Design
  • Permitting
  • Construction
  • Operation
  • Life-cycle assessment
  • Post-occupancy evaluation

What we do

One studio, from a single lot to a whole city.

Use an app on your own, or bring us in. Our services cover the full path from data to decision to design. Each one names who it’s for, so you can find your starting point.

  • 01 ± App · Early access

    Lot Report

    For Homeowners (current & future) · Real-estate agents · Builders

    Plain-language reports for a US home or lot: zoning, setbacks, the zoning envelope, flood risk and what the rules allow, every number with its source.

  • 02 ± App · Early access

    Development plan massing · DACH

    For Homeowners · Real-estate agents · Investors · Cities · Communities

    Maximum buildable volume and floor area from local development plans (Bebauungsplan) in Germany, Austria and Switzerland.

  • 03 ± Service

    Spatial & data intelligence

    For Cities · Investors · Real-estate agents · Institutions

    GIS, parcel and building data turned into decisions: site selection, feasibility and portfolio analysis.

  • 04 ± Service

    Proprietary AI & ML

    For Institutions · Cities · Governments · Researchers

    Custom models we design and train ourselves, for problems off-the-shelf tools cannot solve.

  • 05 ± Service

    Multi-modal data synthesis

    For Cities · Governments · Investors · Real-estate agents · Institutions · Researchers

    Imagery, plans, codes, records and sensor data combined across platforms into custom results, not generic data streams.

  • 06 ± Service

    Partner for cities & governments

    For Cities · Governments · Communities

    Streamlined processes, evidence-based policy making and clearer community engagement.

LotLens Studio

Work with our studio.

Research and real-estate architecture consultancy, grounded in data. We partner with cities, governments, developers and communities to streamline processes, shape policy and bring people into the conversation, in the US, Europe and Asia.

Proprietary AI & ML

We build and own our AI and machine-learning systems: custom models trained on our own spatial, planning and building data. Nobody else has them. They power the LotLens apps, and we tailor them to your project, your city or your portfolio.

Cities & governments
Permitting · policy · engagement
Developers & investors
Feasibility · site selection
Architects & planners
Massing · codes · data
Research partners
Funded studies · AI & ML
Aerial view of Josefstadt, Vienna with a study area and one block outlined

Get started

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LotLens Studio

Work with the studio

Write to us about your project, your site or your city: info@lotlensai.com

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