Staging Environment — This is a preview build of TALON. Features may be incomplete or unstable.

Powerful Features for Smarter Land Decisions

TALON combines cutting-edge technology with comprehensive data to give you unprecedented insight into every property you evaluate.

AI Chat Interface Screenshot

Screenshot showing the conversational AI interface with example queries and responses

Search Results View

Screenshot showing search results with highlighted parcels on the map based on AI query

AI-Powered Conversational Search

Search Like You Think

Forget complex forms and confusing filters. TALON's AI assistant understands natural language, so you can describe exactly what you're looking for in plain English.

Key Capabilities:

  • Natural Language Processing: Ask questions like "Show me parcels over 50 acres with good southern exposure" or "Find land that hasn't changed hands in 30 years"
  • Context-Aware Refinement: Follow up with additional criteria without starting over - "Now filter for properties near water" or "Only show parcels under $200k"
  • Contextual Follow-Ups: Get relevant suggestions as you refine your search through conversation
  • Multi-Criteria Queries: Combine property characteristics, ownership history, terrain features, and environmental factors in a single search

Example Searches:

  • "Find undeveloped parcels between 20-100 acres with minimal slope and road access"
  • "Show me properties owned by the same family for over 50 years"
  • "What land is available near conservation areas with southern exposure?"
  • "Find parcels with streams or ponds that aren't in the floodplain"

Slope Analysis Visualization

Screenshot showing color-coded slope map with acreage breakdown by slope category

Aspect & Elevation Analysis

Screenshot showing aspect (sun exposure) map and elevation profile for a parcel

Advanced Topographical Analysis

Know the Terrain Before You Visit

TALON processes high-resolution Digital Elevation Models (DEMs) to give you precise, quantitative terrain analysis for every parcel. No more guessing from satellite photos.

Slope Analysis:

  • Acreage Breakdown: See exactly how many acres are flat (0-5%), gentle (5-15%), moderate (15-25%), or steep (25%+)
  • Buildable Area Identification: Instantly identify the most suitable areas for construction, agriculture, or development
  • Visual Slope Maps: Color-coded terrain visualization makes it easy to spot patterns at a glance

Aspect Analysis:

  • Solar Exposure: Find the best spots for solar panels, gardens, or passive solar design
  • Aspect Breakdown: See the distribution of north, south, east, and west-facing slopes across the property
  • Facing & Orientation: Understand which directions different parts of the property face

Elevation Data:

  • High/Low Points: Identify peaks, valleys, and elevation changes across the property
  • Terrain Shape: Understand elevation changes and natural water flow tendencies
  • Flood Risk Context: See elevation relative to nearby water features and floodplains

Environmental Data Layers

Screenshot showing map with floodplains, conservation easements, and water features overlaid

Infrastructure & Access Layers

Screenshot showing road networks, parcel boundaries, and utility infrastructure on map

Comprehensive Data Integration

All the Context You Need, In One Place

Smart land decisions require understanding the complete picture. TALON integrates critical data layers directly onto the map, so you can assess opportunities and risks instantly.

Environmental Layers:

  • Floodplain Boundaries: 100-year and 500-year flood zones with FEMA data
  • Floodway Designations: Identify areas with the highest flood risk and regulatory restrictions
  • Conservation Easements: See protected areas and understand development limitations
  • Agricultural & Forest Land: Identify productive land classifications and potential uses

Water Features:

  • Streams & Rivers: Detailed hydrological network showing all water courses
  • Ponds & Lakes: Surface water bodies with size and location data

Infrastructure & Access:

  • Road Networks: Public and private road access with road classifications
  • Parcel Boundaries: Precise property lines with adjacent parcel information

Ownership Analysis Dashboard

Screenshot showing ownership duration, classification, and out-of-state owner indicators

Ownership Timeline View

Screenshot showing historical ownership transfers and patterns over time for a parcel

Ownership Intelligence & History

Uncover Hidden Opportunities

Understanding ownership patterns can reveal opportunities that others miss. TALON analyzes ownership data to help you identify motivated sellers and promising prospects.

Ownership Analysis:

  • Ownership Duration: See how long current owners have held the property
  • Owner Classification: Identify corporate owners, family trusts, government entities, and individual owners
  • Out-of-State Owners: Find properties owned by non-local entities who may be more motivated to sell
  • Multi-Parcel Owners: Identify owners who hold multiple properties based on name and address matching

Historical Insights:

  • Sale Records: View previous sale dates and transaction history where county data is available
  • Long-Term Ownership: Identify properties held by the same owner for decades, which may signal future availability

Forestry Dashboard Screenshot

Screenshot showing canopy cover, timber volume estimates with confidence ranges, and method breakdown

Tree Analysis Results

Screenshot showing individual tree detection results with size class distribution

Forestry & Timber Analysis

Know What the Timber Is Worth

Most wooded parcels are assessed based on land value alone. TALON uses LiDAR-derived canopy data and satellite land cover to estimate the standing timber on every forested parcel — giving you a picture of value that assessors and listing sites miss entirely.

Canopy & Stand Metrics

  • Canopy Cover Percentage: See how densely forested a parcel actually is
  • Height Distribution: Mean, median, and percentile canopy heights reveal stand maturity and structure
  • Forest Type Classification: Identify deciduous, coniferous, mixed, and wetland forest types from national land cover data
  • Gap Fraction: Understand canopy openness and light penetration for ecological and management assessment

Timber Valuation

  • Board Feet Estimates: Per-acre and total volume calculated from canopy height and allometric models, with low-to-high uncertainty ranges
  • Stumpage Value: Dollar estimates of standing timber based on regional sawtimber pricing, presented as a range to reflect real-world uncertainty
  • Basal Area: Cross-sectional stem area per acre — a standard forestry metric for stocking density
  • Multi-Method Confidence: Results cross-checked across canopy model, peak-enhanced, and individual tree analysis methods

Individual Tree Detection

  • On-Demand Tree Analysis: Trigger per-tree trunk detection from LiDAR point clouds for any parcel
  • Tree Count & Density: Estimated trees per acre with size class breakdown (small, medium, large)
  • DBH & Height Statistics: Mean, median, and max diameter and height for detected trees
  • Parcel Character Assessment: Automatic classification as mature timber, young regeneration, sparse cover, or transitional stand

3D Terrain Viewer Screenshot

Screenshot showing interactive 3D terrain visualization with slope-based coloring and parcel boundary overlay

Point Cloud Extraction

Screenshot showing real-time point cloud extraction from USGS 3DEP with progress indicator

LiDAR & 3D Point Cloud Viewer

See the Land in Three Dimensions

TALON pulls high-resolution LiDAR data on demand from the USGS 3D Elevation Program — the same federal dataset used by government agencies and engineering firms. No special software required. Explore any parcel's terrain in an interactive 3D viewer right in your browser.

On-Demand LiDAR Extraction

  • USGS 3DEP Integration: Access nationwide LiDAR point clouds from the federal repository — no data purchases needed
  • COPC Streaming: Cloud-Optimized Point Cloud format means fast, efficient data delivery without downloading massive files
  • Automatic Caching: Once extracted, point clouds are cached for instant access on return visits
  • Real-Time Progress: Watch extraction progress with live status updates as your data is prepared

Interactive 3D Visualization

  • Terrain Viewer: Fly over the property in a 3D terrain model with slope-based coloring to spot flat areas, ridgelines, and drainage patterns
  • Point Cloud Explorer: Inspect raw LiDAR points to see ground, vegetation, and structures at centimeter-level detail
  • Parcel Boundary Overlay: Property lines projected onto the 3D surface so you know exactly where your land begins and ends
  • Full Vertical Context: See the property from ground level through tree canopy in a single interactive view

Why It Matters

  • Pre-Visit Confidence: Understand terrain challenges and opportunities before driving out to a property
  • Visual Site Assessment: Visually identify potential home sites, driveway routes, and drainage patterns from your desk
  • Professional-Grade Data: The same LiDAR data used by surveyors and engineers, accessible without the cost or complexity

Filter Controls Panel

Screenshot showing advanced filter interface with property, terrain, and location filters

AI-Powered Terrain Search

Screenshot showing AI search results filtered by terrain characteristics

Powerful Search & Filter Tools

Find Exactly What You Need

Whether you prefer conversational AI or traditional filters, TALON gives you the tools to narrow down your search with precision.

Property Characteristics:

  • Acreage Range: Filter by minimum and maximum property size
  • Ownership Duration: Filter by how long the current owner has held the property
  • Owner Type: Filter by owner classification — individual, corporate, trust, government

Terrain-Aware Search:

Use the AI assistant to query terrain characteristics that go beyond traditional filters:

  • Slope Requirements: Ask for properties with specific amounts of flat or gentle land
  • Elevation Preferences: Search for properties within elevation ranges
  • Sun Exposure: Find land with south-facing or other aspect preferences

Location & Access:

  • Geographic Boundaries: Search within specific counties, townships, or custom areas
  • Proximity Questions: Ask the AI to find properties near specific features or locations

Data Coverage Map

Screenshot showing geographic coverage areas with data completeness indicators

Data Quality Dashboard

Screenshot showing data source attribution, last update dates, and quality metrics

Data Quality & Coverage

Built on Reliable, High-Quality Data

TALON aggregates data from authoritative government sources and maintains rigorous quality standards to ensure you can trust the information you're seeing.

Data Sources:

  • County Assessor Records: Official property boundaries, ownership, and assessment data
  • USGS Elevation Data: High-resolution Digital Elevation Models for terrain analysis
  • FEMA Flood Maps: Official flood zone designations and risk assessments
  • State & Federal GIS: Environmental layers, conservation areas, and land classifications

Current Coverage:

  • Current Coverage: 146 counties across Virginia, North Carolina, Vermont, and Massachusetts
  • Expansion Plan: Actively adding new states and regions based on user demand
  • Data Updates: County data is refreshed as new records become available
  • Automated Validation: ETL pipeline validates data during county ingestion

Transparency:

  • Source Transparency: All data derives from identified government sources (county GIS, USGS, FEMA)
  • Honest Estimates: Forestry and terrain analyses include confidence ranges and methodology notes

Join the Private Beta

Get exclusive early access to the most comprehensive land intelligence platform available. Join the private beta and start making smarter land decisions today.

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