Platform status
38 API paths verified
14 frontend routes wired
29,890 permit records seeded
San Diego pilot active
Outcome dataset acquisition in progress
The Team · Pre-Seed 2026

Three disciplines. One problem.
Built by people who operated inside it.

LANDMARQ was built by people who have worked inside the infrastructure permitting problem. The CEO navigated multi-jurisdictional energy permitting at Booster Fuels. The COO structured infrastructure transactions at McKinsey, BCG, and inside Saudi Arabia's $500B pipeline. The CTO built the GIS scoring engine from scratch across 50+ signals and 7 variable categories.

Why We Built This

The data to predict community opposition
existed. No one had built the model to read it.

Community sentiment buried in county meeting minutes. Opposition history sitting in public records. Historical permitting ratios uncollected across state databases. The signals were observable. No platform had assembled them into a scored, auditable probability before capital was committed. That is the gap LANDMARQ was built to close.

$3.1T
Energy transition CapEx in pipelinethe market LANDMARQ was built for
1 in 4
Projects killed by community oppositionafter $200K to $800K already committed
$156B
Annual value at risk from NIMBYismacross global infrastructure
30+
VP-level customer discovery interviewssolar, BESS, and data center developers
Founders

Three backgrounds. One system.

Co-Founder and CEO
LinkedIn
BM
Beatriz Mendoza
Product Vision · Sustainability Transitions · Regulatory Strategy
Beatriz leads product vision and operations at LANDMARQ. Her background is in sustainability transitions and the regulatory architecture that enables or blocks them, work she carried across emerging energy business models at Booster Fuels, where she navigated multi-jurisdictional frameworks to bring new fueling infrastructure to market in the US.

That experience placed her inside the exact friction point LANDMARQ was built to solve: the moment where a technically viable project meets a community that has not been brought along. She co-founded LANDMARQ because the data to anticipate that moment already existed and had no model to read it.
Sustainability Transitions Regulatory Strategy Energy Policy Emerging Business Models Private Capital
MSc Sustainable Urban Development · University of Oxford
Sustainability Policy and Transitions · London School of Economics
Policy Specialist, Emerging Fueling Models · Booster Fuels
CEO and Product Vision · LANDMARQ
Co-Founder and COO
LinkedIn
YM
Yaschin Mohabir
Infrastructure Strategy · Economic Development · FDI
Yaschin leads strategy at the Economic Cities and Special Zones Authority in Saudi Arabia, working with public and private stakeholders to design and implement growth strategies for Special Economic Zones, including direct access to Saudi Arabia's $500B infrastructure pipeline across NEOM, KAEC, and 8 active SEZ programs.

His prior work at McKinsey and BCG, where he structured multi-billion dollar infrastructure transactions, shaped how LANDMARQ's scoring engine was designed: not as a data tool, but as an investment decision framework built to hold up in an IC meeting.
Infrastructure Strategy FDI and Economic Development Special Economic Zones GCC Markets Management Consulting
MSc Sustainable Urban Development · University of Oxford
MBA with Distinction · London Business School
Partner · McKinsey and Company / BCG
Head of Strategy · Economic Cities and Special Zones Authority, Saudi Arabia
COO and Commercial Architecture · LANDMARQ
Co-Founder and CTO
LinkedIn
PM
Patrick Moore
GIS Infrastructure · NIMBY Probability Engine · Data Platform
Patrick built the LANDMARQ geospatial data infrastructure from scratch. He is the lead architect of the NIMBY Probability Engine, designing the spatial pipeline that ingests 50+ signals across seven variable categories and produces a scored, auditable probability per parcel.

His background spans urban planning, geospatial analysis, and land use systems. The platform architecture is built to accept empirical calibration data as outcome labels are acquired, with the weighting logic structured to update as the labeled dataset grows through the current pilot phase.
GIS and Geospatial Infrastructure NIMBY Probability Engine Data Platform Architecture Urban and Land Use Systems Infrastructure Data
MSc Sustainable Urban Development · University of Oxford
BS City, Urban and Regional Planning · Cornell University
Urban Designer · The Haskell Company
CTO and Geospatial Infrastructure · LANDMARQ
Oxford Research Network: All three co-founders are enrolled in master's programmes at the University of Oxford, providing access to the Oxford Sustainable Infrastructure research network and GCC policy advisory channels.
On current roles: Each founder retains their operating role through the pre-seed stage, a deliberate structure that keeps the team inside the infrastructure deal flow, regulatory environments, and engineering pipelines that the product was built to serve. Full-time transition is planned concurrent with seed close.
Domain Depth
Operated inside the problem
The CEO navigated multi-jurisdictional energy permitting at Booster Fuels. The COO structured billion-dollar infrastructure deals at McKinsey and BCG. The CTO built the GIS pipeline from scratch. That combination is not replicable from a data license.
Distribution
Direct channel into the GCC
The team's presence inside Saudi Arabia's infrastructure ecosystem provides direct access to the $500B GCC pipeline, including NEOM, KAEC, Ras Al-Khair, and 8 active SEZ programs. A defensible international distribution channel from Day 1.
Technical Moat
The moat is the data, not the algorithm
The scoring architecture is built to acquire a labeled outcome dataset that competitors cannot access from a license. Every project processed generates a ground-truth label. The moat widens as the dataset grows. Any competitor starting today faces an 18-month data collection lag before matching the pilot dataset.
What Makes Us Different

A capital protection tool, not a sentiment report.

01
The only quantitative NIMBY score
Platforms including Paces, Anderson Optimization, and Transect have addressed site viability questions 1 through 6. Question 7 — whether the community will permit construction — remains entirely unpriced in the market. That is the only question LANDMARQ was built to answer.
02
NLP opposition fingerprinting
The model runs per-project NLP scoring on town hall minutes, local news, and county records to identify organised opposition groups, recurring opposition patterns, and local political dynamics that assessor data and grid databases cannot capture.
03
The data flywheel moat
Every project processed through the LANDMARQ engine generates a labeled outcome that competitors cannot access. This proprietary ground-truth loop widens the accuracy gap as the dataset grows. The moat is not the algorithm. It is the data.
Where We Are

Platform built. Pilot active. Data acquisition in progress.

Completed
MVP Engine Built
Core probability engine operational. 50+ signals, 7 variable categories, Tier 1-4 IC recommendation in under 200ms. Pilot backtest conducted on 30 completed projects across CA, TX, and NY.
✓  NIMBY Probability Engine
✓  30-project pilot backtest
✓  30+ VP-level customer interviews
Current Focus
Live Pilot and Data Acquisition
Deploying against the first live commercial pilot site. Acquiring historical denial and conditional approval data to calibrate and defend the model against negative outcomes.
›  First commercial parcel report
›  Outcome ground truth acquisition
›  Pilot partner onboarding
Next 6 Months
Enterprise Scale
Expanding the training dataset to 100+ projects across multiple states and asset classes. Onboarding infrastructure PE and developer pilot partners toward enterprise deployment.
›  100-project training benchmark
›  Infrastructure PE pilot cohort
›  Enterprise API deployment
Work With Us
Pilot access is currently limited.

We are working with infrastructure developers, PE funds, and tax equity investors who want a better first-screen before committing capital. If you are evaluating sites and want to see what LANDMARQ surfaces on your specific geography, reach out directly.

Request Investor Deck Data room available on request