Corner Lot AI

Automated Data Pulls

Scheduled ingestion from accredited public/private sources with standardized entity keys (market, county, project, asset).

Market Studies

Underwriting-ready demand/supply, absorption, rents, and demographic context packaged into repeatable views.

Heatmaps & Rankings

Relative-value scoring, factor heatmaps, and market ranking frameworks across asset classes and geographies.

Macro & Rates Monitor

Bloomberg-style rates/credit/commodities dashboard with curve moves, spreads, and scenario inputs.

Affordability Analytics

Rent-to-income, burden ratios, AMI thresholds, and policy overlays for market and deal screening.

Predictive Signals

Trend, momentum, and risk indicators designed to flag inflections in supply, pricing, liquidity, and fundamentals.

Reporting Outputs

LP-grade exports for IC memos, lender packages, weekly snapshots, and recurring KPI reporting.

Asset Operations

Portfolio workflows for leasing, collections, delinquency, renewals, and alerts (module expands over time).

Corner Lot AI is Corner Lot Development Group’s proprietary intelligence platform designed to systematize how we source, normalize, and interpret information across real estate development, capital markets, construction, and asset operations. The platform aggregates over 1B+ structured datapoints from 1,000+ accredited public and private sources and consolidates them into a single, governed analytics layer built for underwriting, portfolio management, and institutional reporting.

Rather than relying on disconnected spreadsheets and manual downloads, Corner Lot AI automates ingestion, validation, and refresh cycles. Data is standardized into consistent time series and entity keys (e.g., market, county, project, asset), persisted in parquet-backed storage, and exposed through modular dashboards and tools. This architecture enables repeatable analysis, rapid scenario testing, and transparent lineage from raw source to decision-ready metric.

The platform is organized into functional modules accessible via the navigation above: a Bloomberg-style macro & construction command center, automated reporting outputs, market and relative-value heatmaps, an internal Q&A assistant grounded in curated datasets and documents, and an asset management workspace for operations, leasing, collections, and alerts. Each module is designed to expand over time while maintaining tight governance, auditability, and consistency across the organization.

Platform at a glance

1B+ datapoints

Structured time-series + entity-level observations

1,000+ sources

Accredited public & private datasets

Parquet-backed

Versioned storage + reproducible outputs

Governed metrics

Cataloged definitions, keys, and lineage

Governance & controls

Standardization

Consistent entity keys, schemas, and time series conventions across modules.

Validation

Automated checks for gaps, outliers, joins, and refresh integrity.

Auditability

Traceable lineage from raw source → curated metric → report output.

Repeatability

Deterministic exports for IC memos, lender packages, and recurring KPI reporting.

How teams use it

Corner Lot AI is designed to support the full lifecycle from market screening to underwriting to ongoing performance monitoring: consistent assumptions, faster IC prep, standardized reporting, and a shared source of truth across development, finance, and operations.