Multifamily · Office · Industrial · Retail · Mixed-use

Every building you own generates documents. We build the private AI Brain that reads them all.

One private, owned AI Brain that takes in every lease, T-12, rent roll, OM, invoice, work order, and tenant message across your portfolio, then turns them into instant answers, automated reports, and proactive alerts. One Brain across multifamily, office, industrial, retail, and mixed-use. Built on your data, owned by you.

65%Lower cost per AI task, through routing
~3 moTypical build, from $40,000
1Source of truth across PMs
0Per-seat SaaS fees
Designed to support SOC 2 controls Connects to Yardi, AppFolio, and MRI You own the platform, the data, and the IP
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The same platform is already running real work for nBrain clients.

92%
less sales-team time on RFQs at Regal Technology Partners, a Tier 2 defense manufacturer
5 months
from first idea to a Brain built and launched across a 200-person manufacturer
65%
lower cost per AI task through model routing
33.5%
average increase in employee productivity within six months

Regal Technology Partners has shared its story publicly. Other results are anonymized to protect client confidentiality. Read the customer stories

The owner's problem

You own the buildings. Your knowledge about them is scattered.

What you know about your portfolio lives in five different systems, three different property managers, and a few hundred PDFs. Here's what that costs you.

Your knowledge is trapped in PDFs

Every lease, OM, T-12, rent roll, estoppel, SNDA, loan document, COI, and inspection report is a PDF. Searching them means opening them one at a time. Off-the-shelf PDF tools don't carry context across deals, so every analysis starts from zero.

Property managers use different systems

Yardi on the West Coast portfolio. AppFolio on the value-add multifamily. RealPage on the new acquisition. MRI at the Class A office. Your portfolio data is split across vendors who don't share it with each other.

PropTech was built for operators, not owners

Most CRE AI tools are built for property managers, brokers, or vendors selling to your operators. Your priorities as the owner, capital preservation, NOI growth, distributions, and asset performance, get filtered through someone else's product and roadmap.

Public AI leaks deal data

When an asset manager pastes a lease into ChatGPT, confidential rent terms, tenant identities, and deal economics go to a public service. For institutional capital, anchor LPs, and lenders, that's a non-starter and a real legal exposure.

Architecture

One private Brain. Every property. Every system.

Your data stays inside your environment. The pre-trained models sit outside it and only see the passages a task needs, never your whole library. The Brain orchestrates the two, and your data never trains a public model.

Your environment · your IP

Your portfolio Brain

  • Lease library. Every lease, abstracted and searchable.
  • Document vault. OMs, T-12s, rent rolls, and capital plans.
  • Tenant and vendor records. Relationships, history, and COIs.
  • Asset performance. NOI, occupancy, and CapEx tracking.
  • Source code and configurations. You own all of it.
No training on your data

Pre-trained models

  • GPT-6 Astra. General reasoning and orchestration.
  • Claude Opus 5.5. Long-context lease and contract review.
  • Gemini 4 Argon. Multi-modal work: drawings, drone footage, and photos.
  • Stateless. No memory between queries.
  • Routed by task. The best model for each job, which lowers cost per task by about 65%.
OwnedPlatform and IP
PrivateYour data stays yours
Model-agnosticAny model, any stack
AuditableSource-cited outputs
Agents

Eight agents that run inside your Brain.

Every Brain we build is made of focused agents: purpose-built AI workers tied to a real owner workflow. These are the eight we deploy first for building owners, and each one ships against a measurable business KPI.

Agent 01

Lease intelligence

Abstracts every lease in your portfolio in hours, not weeks. Surfaces critical dates (renewals, options, terminations, rent steps), exposure caps, and unusual clauses. Drafts estoppels, SNDAs, and lease summaries on demand.

OutcomeA lease library you can search in plain English, with critical dates tracked automatically. Asset managers stop reading PDFs to answer LP questions.
Agent 02

Acquisitions underwriting

Parses OMs, T-12s, rent rolls, and OS reports the moment they arrive. Benchmarks them against your comps and your underwriting model. Drafts the IC memo in your house style, with sources cited and assumptions flagged.

OutcomeA first-pass underwrite in hours. More deals screened with the same team, and better-prepared IC discussions.
Agent 03

Tenant concierge

Multilingual tenant Q&A across the portfolio: lease terms, amenities, payments, and maintenance status. Triages maintenance requests and routes them to the right vendor. Nurtures renewals before they go cold.

OutcomeFewer calls to PMs, faster tenant responses, and higher renewal rates without adding headcount.
Agent 04

CAM and OpEx reconciliation

Matches every invoice to GL accounts, reconciles against budget, and tests it against each tenant's pass-through clauses. Flags exclusions, caps, and gross-ups. Produces tenant-ready CAM recs your PM can send.

OutcomeCAM recs in days instead of months, fewer tenant disputes, and recoveries that used to slip through get recovered.
Agent 05

Investor reporting

Drafts quarterly LP letters, distribution memos, asset-level reports, and K-1 commentary in your house style. Pulls data from Yardi, AppFolio, or MRI, adds the narrative, and cites every number to the source ledger.

OutcomeA quarterly reporting cycle compressed from weeks to days, with a consistent narrative across funds.
Agent 06

CapEx and construction

Compares vendor bids against your historical pricing and scope. Reviews change orders against the original contract. Tracks schedule, draws, and lien releases, and scores vendors across projects.

OutcomeTighter CapEx budgets, faster bid leveling, and vendor performance you can measure instead of guess.
Agent 07

Compliance watchdog

Tracks rent regulation, fair housing, ADA, environmental, and local rules in each market. Cross-checks your lease library and operating practices, and flags exposure before a tenant or auditor does.

OutcomeCompliance moves from a quarterly fire drill to continuous monitoring, and new markets onboard faster.
Agent 08

Insurance and risk

Tracks every COI across tenants and vendors and flags expirations and limit shortfalls. Reads broker emails and policy documents, and maps lender insurance covenants to the coverage actually in force.

OutcomeNo more lapsed COIs, lender requirements met without scrambling, and a risk team that works on risk instead of chasing certificates.

Outcomes describe what each agent is built to do. We measure your baseline at the start of the build, so results are reported against your own numbers.

Integrations

Fits the stack you already run.

We don't replace your operating systems, we connect them. Your Brain reads from and writes to whatever you already have. A partial list of what the Brain connects to:

Property management
Yardi VoyagerAppFolioMRI SoftwareRealPageEntrataBuildium
Accounting and AP
Yardi GLNetSuiteQuickBooksAvidXchangeBill.com
Construction and documents
ProcoreBuildertrendDocuSignSharePoint
Market data
CoStarRealNexReonomyRentCast
CRM
SalesforceHubSpot
Communications
SlackGmailOutlook
Data
SnowflakePostgres
Cloud
AzureAWSGCP
The first conversation

What we cover in a 30 to 45 minute call.

Focused discovery, not a slide deck. You talk to the people who build and run these platforms for owners, not a sales engineer.

  • Portfolio and knowledge mapWhere your data lives today across PMs, accounting, leasing, AP, and construction. We map the gaps before we propose anything.
  • Use case priorityWe pick the agent with the most leverage in your business, usually lease intelligence, CAM, or underwriting, and scope it as the first 30 to 60 day deliverable.
  • Architecture walkthroughThe private Brain pattern itself: ingestion, the vector layer, the agent framework, surfaces, and audit.
  • Integration mappingYardi, AppFolio, MRI, RealPage, Entrata, Procore, AvidXchange, NetSuite: we show you how each one connects and how it fits your stack.
  • Phased roadmapPhase 1 is the Brain plus the first one to three agents in 30 to 60 days, Phase 2 is expansion, and Phase 3 is operate and evolve. Real milestones and real KPIs.
How we see it

Owners aren't buying chatbots. They're buying a durable knowledge layer over a real estate business that already exists. The Brain reads every document the portfolio produces and turns it into answers, reports, and alerts, without an army of analysts.

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Owner Brain vs. SaaS PropTech AI

Why owners are going straight to private platforms.

Building owners are stepping past the SaaS PropTech wave and going straight to private platforms they control. Here's the difference, line by line.

CapabilitySaaS PropTech AInBrain owner Brain
Data ownershipRentedThe vendor's database, the vendor's cloud, the vendor's termsOwnedYour tenant, your cloud, your IP
Model training on your dataOftenBuried in the ToS or DPA fine printNeverPre-trained models only; your data never leaves your boundary
CustomizationLimitedSettings in an admin panelOpen-endedNew agents, prompts, and workflows are yours to build
IntegrationsBoundedLimited to the vendor's API listOpenWhatever you run: Yardi, AppFolio, MRI, or custom
Pricing modelPer seatCost grows with headcountNo seatsA build that starts at $40,000, then your own cloud and model usage, billed direct at list price with no markup
Competitive moatSharedThe same product your competitors can buy tomorrowCompoundingBuilt on your data, so it can't be replicated
Exit and portabilityLockedData is hard to extract and switching is painfulPortableThe source code and data are yours; take it in-house any time
FAQ

What owners ask us.

How long until we see something working on real portfolio data?

Most clients see their first production agent, usually lease intelligence or CAM reconciliation, running on real portfolio data within 30 to 60 days. Phase 1 stands up the Brain, connects one to three data sources, and ships the first agent against a real business KPI. We don't build sandbox demos; we build against your data with proper guardrails from day one.

Do we have to rip out Yardi, AppFolio, or MRI?

No. The Brain reads from your existing property management system and writes back to it where that's useful. The Brain connects to Yardi, AppFolio, MRI, RealPage, and Entrata for owner-operators running mixed portfolios. The point is one Brain across all of them, not a forklift migration.

Will our LPs, lenders, and institutional capital be comfortable with this?

Yes, and they're often the people pushing for it. The architecture is private (your data never leaves your boundary), owned (the platform and IP are yours), and auditable (every output cites its source). Lenders and LPs prefer that over "we paste lease terms into ChatGPT."

What if our property managers are third parties?

Many owners run a mix of in-house and third-party PMs. The Brain sits at the owner level, above your PMs, so you get one portfolio view no matter who operates each asset. PMs can get scoped access if that's useful; the system of record stays with you.

How is this different from CoStar's AI or Yardi's AI?

Vendor AI is built for the vendor's product and the vendor's roadmap, and your competitors get the same capability the day they sign. An owner Brain is built on your documents, your tenants, your deal history, and your house style, and it compounds in value the longer it runs. It's a strategic asset on the balance sheet, not a SaaS line item.

Who runs the platform after it's built?

nBrain operates the Brain for you under an ongoing engagement: model upgrades, new data sources, new agents, prompt tuning, monitoring, and support. You hold the keys. If you ever want to bring it fully in-house, you can, because the source code, configurations, and data are yours.

What does it cost?

Builds start at $40,000, and a typical build takes about three months. We scope yours on the first call once we know your portfolio, asset classes, and priority use cases. Running costs, your own cloud and model accounts, are billed to you directly at list price with no markup, and routing each task to the right model cuts model costs by about 65%. There's no per-seat charge, so adding analysts, asset managers, or PMs doesn't grow your AI bill.

Which models does the Brain use?

We're model-agnostic. The orchestration layer routes each task to the right model: GPT-6 Astra for general reasoning, Claude Opus 5.5 for long-context lease and contract review, Gemini 4 Argon for multi-modal work like drone footage, drawings, and photos, and specialized models for transcription, embeddings, and OCR. Open-source models such as Llama, Mistral, and Qwen can run privately when needed. We swap in newer models as they're released, without you rebuilding anything.

Your portfolio, one Brain

Build the Brain only your portfolio can run.

Stop renting AI your competitors can rent tomorrow. In one strategy session we map your portfolio, pick the highest-leverage first agent, and walk you through the architecture. No deck, just the people who build these.

Book a strategy session

Prefer email? hello@nbrain.ai