Real estate
Analytics, reporting & workflows for real estatefor property managers, owners, developers & asset managers
Inference uses AI and agents to improve financial and operating analytics, deal analysis, trends, and reporting — and to automate the work in between. Build AI-native or enabled.
Who it’s for
Same portfolio, four sets of questions
Everyone works from the same connected data — the reporting adapts to the seat you sit in.
Property Managers
Operating metrics, spend, and maintenance load per property — without exporting from your PM system every week.
Owners
One view of NOI, distributions, and cash across every entity you hold, consolidated the way you actually own it.
Developers
Budget vs. actual by project, draw schedules, and lease-up tracked from delivery through stabilization.
Asset Managers
Portfolio trends, comps, and variance you can defend line by line in an investment committee meeting.
Property management analytics
The operating picture, property by property
Spend, revenue, and operations reconciled to the books — not to a spreadsheet one person maintains by hand.
Employee & Vendor Costs
- Categorized spend by vendor, property, and GL account
- GAAP P&L and cash flow
- Investments vs. run-rate
- Payroll and contractor load per unit
Rent Roll & Revenues
- Occupancy rates
- Trend analysis
- Monthly and quarterly renewals
- Market comps
- Concessions and loss-to-lease
Operating Metrics
- Maintenance queries
- Lease-up stats
- Turnover rates and costs
- Rent trends vs. comparables
- Make-ready days and cost per turn
Finance, investor reporting & tax prep
Close the month, answer the LP, hand your CPA a clean package
Automated across every SPV and investment vehicle you hold — so nobody rebuilds the workbook each quarter.
Financial data prep
- 3-statement financials, set up and maintained
- API integrations, with assets automated by SPV or investment vehicle
- Streamlined, automated data for your team or CPA
Dynamic Trend Analysis
- QoQ and YoY trends, with the insight written out
- Automated notifications, alerts, and AI summaries in your inbox
- Anomalies flagged on spend, occupancy, and collections
Automated market intelligence
- Cap rates
- Interest rates
- Deal activity
- News alerts
Build AI-native or enabled
AI-Native
Agents run the analysis, the reporting, and the follow-ups end to end. You review the output — and the trail behind it.
- Variance narratives and investor updates written for you
- Alerts the moment a property drifts from budget
- Agents that chase the data, so your analysts stop doing it
AI-Enabled
Your team keeps the model and the process. AI assists exactly where you invite it, and nowhere else.
- Analyst-built, analyst-reviewed
- Full manual control of every metric and definition
- Bring agents in later, at your pace
How it works
Keep your stack. We make it agree.
Integrate with what you have — zero switching costs.
Connect
We build the connection your portfolio needs — AppFolio, Buildium, QuickBooks, bank feeds, and the Excel models you already trust.
Standardize
One chart of accounts, one property and unit hierarchy, one definition of NOI. Mapped once, then maintained.
Automate
Reporting packages, investor updates, tax prep, and alerts run on a schedule. Every number traces back to its source.
Your portfolio already produces the data. Make it answer questions.
Stop rebuilding the same portfolio report every quarter
We’ll walk your rent roll, your GL, and your reporting calendar — and show you what automates.