Private AI for property management and HOA

Handle leases, maintenance requests, and vendor invoices faster without putting tenant data into public AI.

We build private, auditable workflows that summarize leases, triage maintenance, prepare work orders, check vendor invoices, and update the systems your property team already uses.

Pain points

Lease terms are buried

Key dates, clauses, rent terms, renewal terms, and insurance requirements are locked inside long documents.

Maintenance arrives everywhere

Requests come through email, portals, calls, and texts, then someone has to sort urgency, trade, and next action.

Vendor invoice checking is manual

Property managers lose time checking invoices against approved work instead of managing properties.

Industry evidence we build around

Real estate work is document-heavy

Industry document automation research lists lease agreements, rent rolls, title commitments, ALTA surveys, environmental assessments, draw requests, lien waivers, inspections, operating statements, and construction contracts.

Lease details need field-level proof

Real estate document automation research emphasizes extracting rent schedules, CAM provisions, critical dates, renewal options, and tenant obligations with traceable source records.

Manual review delays operations

Industry document automation research ties slow document review to delayed due diligence, capital deployment, construction draws, and portfolio-scale staffing pressure.

Top 5 use cases

Lease summary assistant

Pulls key dates, clauses, rent terms, renewal terms, and insurance requirements for faster answers.

Maintenance triage assistant

Sorts requests by urgency, trade, property, and next action so response time improves.

Vendor invoice checker

Compares invoices against work orders so fewer overcharges and mismatches slip through.

Owner update drafts

Drafts property updates from maintenance notes, vendor status, costs, and approval history.

CAM and approval rule checker

Checks lease, owner, HOA, CAM, and vendor rules before reconciliations, work orders, or payments move forward.

Before and after

Before

Managers manually interpret maintenance requests, look up lease or owner rules, chase vendors, and write updates across portals and email.

After

The workflow classifies requests, checks rules, drafts vendor and owner updates, and records approvals before any system write-back.

Privacy and auditability

Private data boundaries

Private workflows can use hosted private-cloud inference, dedicated cloud or VPC deployment, or local/on-prem inference when tenant or owner data cannot leave your environment.

Predictable AI costs

Avoid billing surprises with clear workflow-based packages. We do not penalize you for using more AI like other vendors.

Preserve your operating know-how

Every result can include source documents, approval notes, vendor status, user actions, and write-back history for cleaner records.

30-day pilot

1. Pick one repeatable workflow

We choose one maintenance, lease, invoice, or owner-update process with measurable volume.

2. Build with proof and approvals

We configure extraction, rule checks, human approval, and safe write-back boundaries.

3. Measure the decision

You see response time, manual steps removed, approval quality, and the next workflow roadmap.

Armen Donigian, founder of Performance AI Lab

Armen Donigian

Founder, Performance AI Lab | Former Meta SuperIntelligence Lab

With 25 years in software engineering and enterprise infrastructure, I've built systems for some of the world's most demanding environments. I founded Performance AI Lab to bring private, auditable AI workflows that reduce manual work and preserve operating know-how to mid-market operators.

Frequently Asked Questions

Find the first property management workflow worth automating.

If your team is buried in documents, emails, approvals, spreadsheets, or software handoffs, we can help identify the first workflow worth automating.

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Performance AI Lab

Private AI workflows for the work that falls between your documents, apps, approvals, and operating knowledge.

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