What Deepblocks does

Deepblocks is a Miami-based AI software company founded in 2016 by Olivia Ramos that builds analytics and workflow automation tools for real estate developers, investors, and brokerages. The company spent its first three years digitizing parcel-level zoning data across U.S. cities and has since expanded to 280+ cities with 200 fully digitized and 700+ in the processing pipeline, creating one of the largest proprietary zoning datasets of its kind. Its platform combines custom NLP models for zoning document parsing, large language models for conversational interfaces, and a multi-agent AI network that operates on structured geospatial layers integrating zoning, demographic, and market data.

The product portfolio includes Developer (a deal analysis engine with interactive 3D massing and return metrics), ChatDB (a conversational market research tool querying structured Census data), Deal Flow (a curated deal sourcing service), AIM (a deal-review CRM), Zoning Signal (an algorithm for tracking municipal zoning changes), AI Strategy Services (enterprise workflow automation advisory), and Expert Witness Services for legal disputes. The Highest & Best Use workflow compresses a 30-step manual process from approximately 90 days to under one hour through 30 coordinated specialized AI model instances, and the AI-Generated News Pipeline reached a production cadence of 2,000 articles per day.

Deepblocks operates a tiered SaaS subscription model ranging from $99/month (Developer Access) to $5,999/month (Daily Deal Flow), with ChatDB MarketSelection at $55.55/month in beta, and supplements subscription revenue with enterprise AI Strategy Services that include custom model training. The customer base spans individual real estate investors, active acquisition teams, enterprise brokerages, and legal teams, with Christie's International Real Estate Group as a named flagship partner since June 2024. The company is privately held by founder Olivia Ramos, has disclosed approximately $5.25 million in total funding across five rounds from 2016 to 2023, and operates as Deep Blocks, Inc., a Delaware corporation with headquarters in Miami, Florida.

Name

Deepblocks

Legal name

Deep Blocks, Inc.

Website

https://deepblocks.com

Company type

Private

Founded year

2016

Operating status

Operating

Headcount range

11–50 employees

Short description

Deepblocks is an AI-powered real estate development analytics platform serving investors, developers, and brokerages. It digitizes parcel-level zoning data across 280+ cities and offers feasibility analysis, deal sourcing, zoning tracking, and market intelligence tools via SaaS subscriptions and enterprise services.

Ownership category

akta.pro rank

Product category

Real Estate Development Analytics Software

NAICS

Software Publishers (5132)

SIC

Services-Prepackaged Software (7372)

akta.pro primary industry

Collateral, Lien & Asset Valuation Platforms (Auto, Equipment, Real Estate) (FSAGAHAG)

akta.pro secondary industry

Vertical/Specialty Search (e.g., jobs, real estate, travel, products) (BPAMAAAD)

Keywords

• Real estate analytics software
• Development feasibility analysis
• Zoning data platform
• AI site selection
• Property deal sourcing

Headquarters

HQ city

Miami

HQ country

United States

HQ region

North America

Offices1 record

Markets served

GTM type

B2B

Offering type

Software

Cost components

Personnel, Technology or R&D, Marketing or Sales, Operations

Revenue model

1. Software Subscriptions: Primary revenue stream through tiered SaaS subscriptions. PRO tier allows investors to query cities and identify underutilized parcels. Developer Access at $99/month, Deal Finder at $499/month, Deal Pipeline at $1,999/month, and Daily Deal Flow at $5,999/month. ChatDB MarketSelection at $55.55/month.
2. Enterprise AI Services: Custom AI model training within enterprise client workflows. As clients use the platform, AI learns their specific criteria and investment style, becoming more effective at automatically sourcing new deals. Includes Zoning Signals access for highlighting opportunities from recent zoning changes.

Pricing tiers

Go-to-market motion3 records

Distribution channels3 records

Marketing channels4 records

Core offering

Deepblocks sells an AI-powered real estate development analytics platform that combines parcel-level digitized zoning data, large language models, and multi-agent AI workflows to automate site selection, feasibility studies, deal sourcing, and zoning analysis. The platform is delivered through tiered SaaS subscriptions (Developer Access, Deal Finder, Deal Pipeline, Daily Deal Flow, and ChatDB) and supplemented by enterprise AI Strategy Services for workflow automation.

Product overview

Deepblocks is a multi-product AI-powered real estate technology platform consisting of several integrated modules. The core platform is Developer (Deal Software), a stand-alone feasibility analysis tool with 3D massing and return metrics. Deal Flow delivers curated development opportunities through AIM, a deal-review CRM. ChatDB provides conversational market intelligence on demographics and economics. The Algorithms system powers AI agents that scan listings and parcels. Zoning Signal tracks municipal zoning changes for investment insights. AI Strategy Services offer advisory for workflow automation. Expert Witness Services provide legal dispute support. All products share underlying digitized zoning data and geospatial analysis infrastructure.

Differentiator

Problem solved

Functional benefit

Brands

• Developer: Deal analysis engine for running feasibility studies, testing development and value-add scenarios, adjusting assumptions, and producing model-backed outputs.
• ChatDB
• AIM
• Zoning Signal
• AI Strategy

Products and services

• Developer (Deal Software) Stand-alone deal analysis engine for turning early opportunities into live feasibility studies. Enables users to test development and value-add scenarios, adjust assumptions, compare returns, and produce model-backed outputs with interactive 3D massing, return metrics, and scenario logic across condo, multifamily, hotel, office, retail, and industrial property types.
• Deal Flow (Custom Deal Flow) Development and value-add opportunity sourcing service that delivers on-market deals and off-market leads matched to a buyer's acquisition criteria, with initial screening and analysis included. Plans range from Developer Access ($99/mo, self-directed) up to Daily Deal Flow ($5,999/mo, one analyzed opportunity every business day), and deliver reviewable studies with scenarios, reports, and model links inside the AIM CRM.
• ChatDB Market research tool for querying demographic and economic data across cities, ZIP codes, neighborhoods, and census tracts through a conversational interface. Generates rankings, maps, graphs, and trend visuals from structured Census datasets (population, density, income, rent, ownership, employment, crime, race) without manual report building.
• Algorithms AI agent systems that scan thousands of public listings and parcels to identify properties matching investment and development criteria. Screens matches for zoning, nearby development, market signals, and project assumptions before opportunities enter the Deal Flow pipeline.
• Zoning Signal Algorithm that automatically tracks municipal zoning changes and analyzes their impact on real estate investments. Identifies properties that underwent district name changes and predicts which adjacent properties are likely to follow rezoning.
• AI Strategy Services Advisory support for structuring real estate workflows, data, documents, and review processes around practical AI use cases. Combines organized data, repeatable calculations, AI agents, dashboards, reports, integrations, internal tools, and human review at key decision points, applied across real estate, private credit, development, construction, brokerage, municipal workflows, and market intelligence.
• Expert Witness Services Expert analysis, reports, and testimony for matters involving real estate development potential, zoning constraints, market context, highest and best use, and property valuation. Includes historical zoning analysis, development potential analysis, and valuation support with transparent methodology and clear visual evidence for legal proceedings.

Quantifiable outcome

• Highest & Best Use analysis reduced from 90 days to under 1 hour
• +3 more outcomes

Named customers1 record

Segments4 records

Ideal customer profiles4 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability10 records

Feature9 records

Partnerships

One partnership is on record.

• Christie's International Real Estate GroupflagshipStrategic or Co-development Partner · 5 June 2024Christie's International Real Estate Group partnered with Deepblocks in June 2024 to leverage AI technology for providing clients with next-level service. Deepblocks software helps Christie’s agents match buyers with properties through AI-powered insights, revealing overlays of many data sets to find patterns impossible to detect manually. The partnership aims to impact volume of deals and opportunities for the brokerage.

Scale indicators8 records

Recent moves7 records

Expansion highlights6 records

Direct peers

• HouseCanary: HouseCanary provides AI-powered residential real estate analytics, valuation, and forecasting. It is a direct competitor to Deepblocks' feasibility, valuation, and market intelligence offerings in the residential development space.
• Cherre: Cherre is a real estate data and analytics platform that aggregates property, market, and portfolio data for institutional investors. It overlaps with Deepblocks' AI-driven data infrastructure and workflow tooling for real estate decision-making.
• Reonomy (Altus Group): Reonomy, now part of Altus Group, provides property intelligence and analytics using extensive CRE and off-market data. It is comparable to Deepblocks' parcel-level data aggregation and property insight capabilities for brokers and developers.
• Enodo: Enodo offers AI-driven multifamily underwriting and investment analysis. It is a direct peer in applying machine learning to real estate investment feasibility and deal evaluation, similar to Deepblocks' Developer product.

Emerging players

• Skyline AI: Skyline AI applies artificial intelligence to commercial real estate investment analysis and underwriting. It is an emerging peer sharing Deepblocks' AI-native approach to CRE deal evaluation and portfolio analytics.
• Compass: Compass is a technology-forward real estate brokerage with proprietary data and AI tooling for agents. It overlaps with Deepblocks in providing AI-enabled tools to brokerage agents, similar to the Christie's deployment.

Broad incumbents

• CoStar Group: CoStar is the dominant incumbent in commercial real estate data, analytics, and marketplaces (LoopNet, Apartments.com). It competes with Deepblocks at the enterprise data layer and has the resources to add AI-driven zoning and feasibility features.
• Zillow: Zillow operates one of the largest residential real estate platforms with AI-driven Zestimate valuations. It is a broad incumbent that, despite residential focus, has the data scale and AI capability to encroach on Deepblocks' market.
• Yardi Systems: Yardi provides real estate software across property management, accounting, and analytics for multifamily and CRE. It is a broad incumbent whose analytics and valuation tools compete with parts of the Deepblocks workflow.
• RealPage: RealPage is a large provider of software and data analytics for the real estate industry, including AI-based revenue management and market analytics. It is a broad incumbent comparable to Deepblocks on enterprise data and workflow tooling.

Market position

Strengths5 records

Weaknesses5 records

Key risks6 records

Key highlights6 records

Customer concentration

• LinkedInlinkedin.com/company/deepblocks
• Xx.com/deepblocks

Revenue estimate

Valuation estimate

Number of profiles

Profiles3 records

Funding overview

Funding rounds5 records

Investors2 records

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Deepblocks