Meet Cai: Your AI Asset Management & Analyst Team
Powered by a proprietary reasoning engine developed by institutional owners and operators. Cai doesn't just return numbers — it reasons through your portfolio the way an experienced AM would.
Reasoning, Not Just Retrieval
Ask "Why did NOI drop at Brookdale?" and Cai walks through the same diagnostic chain an experienced asset manager would. Not a chatbot. An analyst team.
- •Decomposes the problem — separates revenue from expenses, identifies which component moved
- •Pulls the trends — 30/60/90-day history with prior year and budget comparisons
- •Checks market context — benchmarks against your comps using publicly available market data
- •Synthesizes the diagnosis — delivers the answer with inline charts and downloadable source data
Thinks Like an Asset Manager. Works Like an Analyst.
When you ask Cai a question, it approaches the problem with the same depth and judgment an institutional asset manager would — no matter the complexity. When it delivers the analysis, it does so with the precision and rigor of a dedicated analyst.
- •Asset manager reasoning — diagnostic chains across occupancy, financials, leasing, market positioning, and more
- •Analyst-grade output — interactive chart generation with the right visualization for the data, structured comparisons, and formatted analysis
- •Nine analytics domains — occupancy, leasing, availability, financials, market intelligence, renewals, online reputation, amenities, and events
- •Any level of difficulty — from a quick occupancy check to a full NOI variance walkdown with GL-level decomposition
Built on Multifamily's Strongest Data Foundation
Cai is only as good as the data behind it — and BubbleGum's data platform is what makes this work.
- •Standardized across PMSs — unified operational data whether your portfolio runs on Yardi, Entrata, or both
- •Market data from public sources — competitive benchmarking powered by publicly available market data delivered via HelloData
- •Updated daily — nine analytics domains refreshed every night so you always work with current numbers
- •No messy data — without a clean, normalized foundation, AI in multifamily is just a chatbot wrapper on bad data
Validate Every Step of the Way
AI models hallucinate. They guess at math. They present wrong numbers with confidence. We solved this by separating reasoning from computation entirely.
- •Dedicated computation engine — all arithmetic is delegated to a purpose-built computation engine. The AI never does math.
- •Data validation layer — a specialized agent confirms the right data from the right source before any analysis begins
- •Download source data — every analysis includes a downloadable CSV of the exact data used, so you can validate Cai's work at every step
- •Full traceability — every number traces back to a specific formula and data source
Proven Results
Daily occupancy tracking and demand analysis — the kind of diagnostics Cai now surfaces conversationally.
Read Case StudyExpense benchmarking and turnover cost analysis identified savings opportunities across the portfolio.
Read Case StudyTeams using BubbleGum BI save 10+ hours per week on reporting and analysis — Cai accelerates this further.
Read Case StudyCommon Questions
Everything you need to know about getting started
We can have you live in 48 hours. Just share read-only API access and we handle everything else.
We connect directly to Yardi, Entrata, and other major property management systems. All connections are read-only with daily syncs.
Direct from your PMS plus third-party sources for public data like Google scores and market insights.
Your data refreshes every night. You wake up to live numbers, every day.
Export to Excel or CSV anytime. Enterprise clients can also connect via API to their data warehouse.
See BubbleGum BI on Your Own Assets
Book a walkthrough to see how multifamily asset managers use BubbleGum BI to understand occupancy, financials, and market position across their portfolio.
Book a Portfolio Walkthrough