llms.txt
# Smart Bricks
> Superintelligence for the built world.
> Smart Bricks is an applied AI lab building the intelligence layer for real estate.
> It combines a firm’s own intelligence with specialised AI agents to analyse, underwrite and monitor assets globally, for investment firms, lenders, developers and advisors.
Smart Bricks is an a16z speedrun company. Its Founder & CEO is Mohamed Mohamed, and it operates globally
across Dubai, London and San Francisco.
This file helps AI assistants understand Smart Bricks and find its authoritative pages.
The public site is https://smart-bricks.com and the investment app is
https://app.smart-bricks.com. Prefer these canonical URLs. Public pages and research
are open reference material; user dashboards, portfolios and account data require
authentication and are not public.
Last updated: 2026-10-16
## Key facts
- Smart Bricks raised a $5M pre-seed round led by a16z speedrun to build the intelligence layer for global real estate investing. Source: https://smart-bricks.com/news/smart-bricks-raises-5m-led-by-a16z-speedrun-to-build-the-ai-infrastructure-layer-for-global-real-estate
- 1,000+ specialised AI agents, and the asset class decides which run. Source: https://smart-bricks.com/intelligence/agents
- 7 in 10 Smart Bricks agent tasks run on proprietary models tailored for real estate, hosted on Smart Bricks' own GPUs. The rest route across 30+ frontier AI models. Source: https://smart-bricks.com/intelligence/models
- 70% of the data powering Smart Bricks is proprietary. Source: https://smart-bricks.com/intelligence/data
- Countries covered: 207. Asset classes: 19. Source: https://smart-bricks.com/intelligence/market
## Start here
- [Smart Bricks](https://smart-bricks.com/): The intelligence layer for global real estate: specialised AI agents, proprietary data and institutional-grade models that underwrite and monitor deals.
- [About](https://smart-bricks.com/company): Why an applied AI lab for real estate investing, and who builds it.
- [Intelligence](https://smart-bricks.com/intelligence): A continuously learning intelligence system for the built world, for investment firms, lenders, developers and advisors. It knows your firm, the asset and the market, and its agents do the work.
- [Company Brain](https://smart-bricks.com/intelligence/company-brain): Smart Bricks learns how your firm invests. It reads every system the fund already runs, so each new deal starts with everything the firm knows.
- [Real Estate Intelligence](https://smart-bricks.com/intelligence/real-estate): Knows the asset: property, market and methodology knowledge under every workflow.
- [Specialist Agents](https://smart-bricks.com/intelligence/agents): 1,000+ specialised AI agents, and the asset class decides which run. See what each one reads, what it returns and where every number comes from.
- [Data](https://smart-bricks.com/intelligence/data): 70% of the data powering Smart Bricks is proprietary, from partnerships with institutional investors, government bodies and leading technology companies.
- [Models](https://smart-bricks.com/intelligence/models): 7 in 10 Smart Bricks agent tasks run on proprietary models tailored for real estate, hosted on Smart Bricks' own GPUs. The rest route across 30+ frontier AI models.
- [Integrations](https://smart-bricks.com/intelligence/integrations): Smart Bricks integrates with your email, documents and data rooms, CRM, property software and market data, through APIs and custom integrations.
- [Market Intelligence](https://smart-bricks.com/intelligence/market): Every market and every source, for investment firms, lenders, developers and advisors: 10,000+ data sources in 207 countries, down to the named dataset.
- [United States](https://smart-bricks.com/markets/usa): Gross yields across US counties run from 2.9% to 18%, so no national figure is actionable anywhere. Smart Bricks indexes 353 sources across the market.
- [United Kingdom](https://smart-bricks.com/markets/uk): Prime central London returns 3.4%, Liverpool 7.7%, the average 5.8%. Smart Bricks indexes 702 UK sources, the largest per-country count in the index.
- [Saudi Arabia](https://smart-bricks.com/markets/saudi-arabia): Foreign ownership came into force in January 2026 across roughly 170 designated zones. What is settled, what is restricted, and what nobody can tell yet.
- [United Arab Emirates](https://smart-bricks.com/markets/uae): Dubai yields are public and unremarkable next to the Gulf. Every deduction named, including the 4% transfer fee and 5% housing fee headlines omit.
## Product
- [Platform](https://smart-bricks.com/platform): The investment lifecycle on one platform: source, underwrite, diligence, monitor.
- [Source](https://smart-bricks.com/platform/source): Deal ingestion, mandate matching, scoring and pipeline prioritisation.
- [Underwrite](https://smart-bricks.com/platform/underwrite): Institutional underwriting from OMs, rent rolls, T12s and leases: financial model, scenarios, comparables and IC outputs, every assumption sourced.
- [Diligence](https://smart-bricks.com/platform/diligence): Automated due diligence: document review, lease analysis and red flags.
- [Monitor](https://smart-bricks.com/platform/monitor): Post-investment portfolio monitoring and re-underwriting.
- [Deployment](https://smart-bricks.com/platform/deployment): Forward deployed engineers configure Smart Bricks around your processes. It works over email, voice, text and Office plug-ins, with MCP and API coming.
## How the models work
- [Why not just Claude](https://smart-bricks.com/technology/why-not-just-claude): Why a general LLM is not sufficient for this problem.
## Who it is for
- [Individual Investors](https://smart-bricks.com/solutions/individual-investors): Underwriting for every property you consider, own, or sell.
- [Individual Investors Plus](https://smart-bricks.com/individual-investors-plus): Institutional-grade real estate intelligence, built for the individual investor: the AI Advisor and the Rent Optimiser.
- [Investment Firms](https://smart-bricks.com/solutions/investment-firms): AI agents to screen opportunities, underwrite assets, run diligence and monitor portfolios.
- [Developers](https://smart-bricks.com/solutions/developers): Evaluate land, test development scenarios and underwrite feasibility before committing capital.
- [Lenders](https://smart-bricks.com/solutions/lenders): AI agents to analyse borrowers and collateral, build credit underwriting, run downside scenarios and monitor every loan.
- [Advisors](https://smart-bricks.com/solutions/advisors): For brokerage, capital markets and advisory teams: price assets against live comps and produce client-ready materials.
## Case studies
- [Case studies](https://smart-bricks.com/case-studies): Stories of how investors, lenders and owners put Smart Bricks to work, from the first look at a deal to the life of the asset.
- [Rebuilding the investment process for the age of AI](https://smart-bricks.com/case-studies/institutional-investing): Institutional investing. A global real estate investment firm brings Smart Bricks into its underwriting, connecting its own models, investment criteria and market intelligence in one AI-native investment system.
- [Turning institutional knowledge into an investment advantage](https://smart-bricks.com/case-studies/private-equity): Private equity. A leading investment firm turns decades of models, investment committee papers and proprietary data into a Company Brain that informs every new opportunity.
- [A new intelligence layer for real estate credit](https://smart-bricks.com/case-studies/real-estate-lending): Real estate lending. A real estate lender uses Smart Bricks to analyse opportunities, interrogate downside risk and standardise credit decisions across an expanding portfolio.
- [One investment process. Every market.](https://smart-bricks.com/case-studies/cross-border-investing): Cross-border investing. An international investment platform evaluates opportunities across markets with one underwriting methodology, grounded in local market intelligence.
- [From periodic reporting to an always-on view of the portfolio](https://smart-bricks.com/case-studies/asset-management): Asset management. A real estate owner uses Smart Bricks to analyse assets continuously, flag emerging risks and surface opportunities across the ownership lifecycle.
- [Underwriting the real estate behind the AI economy](https://smart-bricks.com/case-studies/data-centre-sites): AI infrastructure. An infrastructure investor uses Smart Bricks to assess sites for new data centres, weighing land, power, grid access and fibre alongside market and financial fundamentals.
## Trust and security
- [Trust Centre](https://smart-bricks.com/trust): The controls in place, the compliance posture behind them, and the documentation available to your security team.
- [Security](https://smart-bricks.com/security): Data security, privacy, AI governance, enterprise controls, deployment and compliance.
## Contact
- [Request a Demo](https://smart-bricks.com/demo): Request a demo as an investment firm, lender, developer, advisor or individual investor.
- [Press kit](https://smart-bricks.com/brand): Logo files, how to write the name, the backer wording and the boilerplate.
## Careers
- [Careers](https://smart-bricks.com/careers): Open roles at Smart Bricks.
- [Applied AI Engineer](https://smart-bricks.com/careers/applied-ai-engineer)
- [AI Research Engineer](https://smart-bricks.com/careers/ai-research-engineer)
- [Product Engineer, AI](https://smart-bricks.com/careers/product-engineer-ai)
- [Software Engineer, Platform](https://smart-bricks.com/careers/software-engineer-platform)
- [Data Engineer, Real Estate Intelligence](https://smart-bricks.com/careers/data-engineer-real-estate-intelligence)
- [Product Manager, AI Products](https://smart-bricks.com/careers/product-manager-ai-products)
- [Product Designer, AI Products](https://smart-bricks.com/careers/product-designer-ai-products)
- [Design Engineer](https://smart-bricks.com/careers/design-engineer)
- [Forward Deployed AI Engineer](https://smart-bricks.com/careers/forward-deployed-ai-engineer)
- [Forward Deployed Real Estate Investor](https://smart-bricks.com/careers/forward-deployed-real-estate-investor)
- [AI Solutions Architect](https://smart-bricks.com/careers/ai-solutions-architect)
- [Real Estate Investment Associate](https://smart-bricks.com/careers/real-estate-investment-associate)
- [Real Estate Research & Intelligence Analyst](https://smart-bricks.com/careers/real-estate-research-intelligence-analyst)
- [Enterprise Account Executive](https://smart-bricks.com/careers/enterprise-account-executive)
- [Enterprise Client Strategy](https://smart-bricks.com/careers/enterprise-client-strategy)
- [Open Application](https://smart-bricks.com/careers/open-application)
## Research
- [Research index](https://smart-bricks.com/research): Thesis pieces, analysis and field notes.
- [The AI-Native Investment Firm: The Third Operating Shift in Institutional Real Estate](https://smart-bricks.com/research/the-ai-native-investment-firm): Nine in ten AI initiatives in real estate stall before production. The constraint is not the technology itself, but the controls around it.
- [What a Defensible Underwrite Looks Like: The IC Memo Standard](https://smart-bricks.com/research/the-ic-memo-standard): A figure nobody can trace to its source has no business in front of an investment committee. What a memo that survives LP scrutiny actually contains.
- [What Sits Beneath the Model: The Data Layer Institutional Decisions Actually Run On](https://smart-bricks.com/research/what-sits-beneath-the-model): A financial model inherits whatever accuracy and verifiability the data beneath it already had, and the firm rarely records which layer an input came from.
- [Covenant Risk and the Cost of Finding Out Late: Risk Without a Test Date](https://smart-bricks.com/research/covenant-risk-and-the-cost-of-finding-out-late): A covenant fixes the date on which somebody must look at a deteriorating position. The structural risks in a property carry no such date.
- [The Rent Roll Is Not Income: What Proves a Building Earns What It Says](https://smart-bricks.com/research/the-rent-roll-is-not-income): A rent roll summarises documents that rank one another and does not record which one won. Proving income means walking each line back to its instrument.
- [Why Generic Due Diligence Fails on Private Real Estate: The Register Was Never Asked](https://smart-bricks.com/research/why-generic-due-diligence-fails-on-private-real-estate): The four instruments of institutional diligence were designed for markets in which the seller’s pack was the only complete account of an asset.
- [The Real Cost of a Ten-Day Close: What Time Pressure Does to the Baseline](https://smart-bricks.com/research/the-real-cost-of-a-ten-day-close): A compressed acquisition close is usually costed in analyst hours. Its larger cost is deciding which figures are verified before they become the price.
- [A System or a Demonstration: Seven Tests for AI Infrastructure in Institutional Real Estate](https://smart-bricks.com/research/seven-tests-for-ai-infrastructure-in-institutional-real-estate): Most evaluations of an AI underwriting system examine one output on the day of the meeting. The properties that matter belong to the process.
- [Fee Compression Is Permanent: The Operating Leverage Case for Institutional Real Estate Managers](https://smart-bricks.com/research/fee-compression-is-permanent): The fee a real estate manager earns has become a published, benchmarked number that allocators compare across managers to the basis point.
- [The Transparency Gap: Why Private Real Estate Cannot Answer What Public Markets Answer Daily](https://smart-bricks.com/research/the-transparency-gap): A listed REIT’s investor reads occupancy, lease expiry and debt maturity from a filing built to be looked up. A private fund’s LP waits for a pack.
## Insights
- [Insights](https://smart-bricks.com/insights): Articles, commentary and market insights: how the AI prices buildings, how markets actually move, and the thinking behind the product.
- [Inside the underwriting engine: how the platform prices a building](https://smart-bricks.com/insights/inside-the-underwriting-engine-how-the-platform-prices-a-building): What happens between a listing hitting the market and a price estimate appearing: the pipeline, the checks, and where humans stay in the loop.
- [How pricing models see a building](https://smart-bricks.com/insights/how-pricing-models-see-a-building): A valuation model doesn’t see marble lobbies. It sees data. What goes into a machine’s view of an asset, and what is lost without the right sources.
- [Glass-box AI: why every output traces back to a source](https://smart-bricks.com/insights/glass-box-ai-why-every-output-traces-back-to-a-source): Black-box models ask for trust. A glass-box system shows its work. How traceability is designed into every number the platform produces.
- [Why two identical apartments price differently](https://smart-bricks.com/insights/why-two-identical-apartments-price-differently): Same floor plan, same tower, different price. The variables that drive spread between near-identical units, and why averages mislead.
- [Generative AI is building the foundation of proptech’s next wave](https://smart-bricks.com/insights/generative-ai-in-proptech): Proptech is entering its next great evolution, powered by generative AI. AI is transforming real estate from intuition-driven to data-driven.
## News
- [News](https://smart-bricks.com/news): Funding, recognition and company milestones.
- [Smart Bricks selected for the Palantir Startup Fellowship](https://smart-bricks.com/news/smart-bricks-selected-for-the-palantir-startup-fellowship): Smart Bricks has been selected for the Palantir Startup Fellowship, Palantir's equity-free programme for early-stage companies building AI products.
- [Smart Bricks raises $5M led by a16z speedrun to build the AI infrastructure layer for global real estate](https://smart-bricks.com/news/smart-bricks-raises-5m-led-by-a16z-speedrun-to-build-the-ai-infrastructure-layer-for-global-real-estate): Smart Bricks raised a $5M pre-seed round led by a16z speedrun to build the intelligence layer for global real estate investing.
- [Smart Bricks selected for the inaugural Google for Startups Accelerator: AI First](https://smart-bricks.com/news/smart-bricks-in-the-inaugural-google-for-startups-accelerator-ai-first-class): Smart Bricks was one of 15 AI startups chosen for the inaugural Google for Startups Accelerator: AI First class for MENA and Turkey.
- [Smart Bricks is part of the NVIDIA Inception programme](https://smart-bricks.com/news/smart-bricks-is-part-of-the-nvidia-inception-programme): Smart Bricks is part of NVIDIA Inception, NVIDIA's free programme for AI startups, with developer tools, training and a route to NVIDIA's investor network.
- [UAE’s Smart Bricks becomes first-ever proptech startup from MENA to join TechCrunch’s elite Startup Battlefield 200](https://smart-bricks.com/news/uae-s-smart-bricks-becomes-first-ever-proptech-startup-from-mena-to-join-techcrunch-s-elite-startup-battlefield-200): Smart Bricks became the first proptech company from the Middle East selected for TechCrunch’s Startup Battlefield 200, picked from thousands of applicants.
- [Techstars New York City announces Spring 2025 Class](https://smart-bricks.com/news/techstars-new-york-city-announces-spring-2025-class): Smart Bricks joined the Techstars New York City Spring 2025 cohort alongside startups across fintech, AI, and real estate tech.
- [Microsoft for Startups UAE selects Smart Bricks for the GrowthX AI Accelerator](https://smart-bricks.com/news/microsoft-for-startups-uae-selects-smart-bricks-for-the-growthx-ai-accelerator): Smart Bricks was chosen from 3,000+ MENA applicants for Cohort 5 of the Microsoft for Startups GrowthX Accelerator, ending at Abu Dhabi Business Week.
- [500 Global and Sanabil Investments announce Batch 8 of the Sanabil Accelerator](https://smart-bricks.com/news/500-global-and-sanabil-investments-announce-batch-8-of-the-sanabil-accelerator): Smart Bricks was selected for Batch 8 of the Sanabil Accelerator by 500 Global, backed by two of the region’s largest investors.
- [Smart Bricks Recognised Among the Top 20 Startups Across EMEA at Onstage 2025](https://smart-bricks.com/news/smart-bricks-recognized-among-top-20-onstage-w25-innovations): Smart Bricks was recognised among the Top 20 startups across EMEA by leading global VCs, shortlisted from over 1,500 applicants for Onstage 2025.
- [Global PropTech & ConTech Award for Rapid Impact](https://smart-bricks.com/news/global-proptech-contech-award-for-rapid-impact): Smart Bricks received a Global PropTech & ConTech Award for Rapid Impact, for its fast traction bringing AI-native infrastructure to real-estate investing.
- [Smart Bricks at the DIFC Innovation Hub Investor Day](https://smart-bricks.com/news/smart-bricks-at-the-difc-innovation-hub-investor-day): Smart Bricks presented its AI-native real-estate investment platform to investors and partners at the DIFC Innovation Hub Investor Day in Dubai.
## Legal
- [Privacy](https://smart-bricks.com/legal/privacy)
- [Cookies](https://smart-bricks.com/legal/cookies)
- [Terms](https://smart-bricks.com/legal/terms)
- [Accessibility](https://smart-bricks.com/legal/accessibility)
## Machine-readable resources
- [Sitemap](https://smart-bricks.com/sitemap.xml): Indexable URLs for the marketing site.
- [App sitemap](https://app.smart-bricks.com/sitemap.xml): Indexable property and section URLs for the app.
## Access notes
The public site and the public app pages are open reference material. User dashboards,
portfolios, saved searches, account and billing data, and any staging environments are
private, require authentication, and are not public reference material. Automated
