Both promise a single source of truth. The difference is where it lives.

BubbleGum BI sells multifamily dashboards, an AI analyst called Cai and market benchmarking, priced per property, with the data consolidated inside its app. Propexo builds the source of truth in a warehouse you own and answers questions inside the tools your team already uses.

Talk to us See Data Map

In one minute

BubbleGum BI or Propexo: which do you need first?

Buy BubbleGum BI for finished dashboards, market benchmarks and an AI analyst on day one, priced per property. Propexo fits when the source of truth should live in a warehouse you own, answers should arrive in your own AI tools with their sources, and an agent should act on them. They collide on the source of truth and AI answers.

Where BubbleGum BI wins: A finished BI app for asset managers, with market benchmarking, renovations tracking and clear per-property pricing.
Where Propexo wins: A source of truth you own, answers inside Claude or Copilot with the source on every figure, and agents that run the job the numbers point to.
Where they collide: The source of truth and the AI analyst. BubbleGum BI holds both inside its app. Data Map and Propexo MCP hold them in your warehouse and your tools.

Product by product

Where do BubbleGum BI and Propexo compete?

The Propexo Platform is four products: Connect, Data Map, Agents and Propexo MCP. BubbleGum BI competes with Data Map and Propexo MCP, inside its own app.

Product Propexo BubbleGum BI Overlap

Connect

Propexo

Lands the systems you run in a warehouse you own, each in its own shape, from a catalog of connectors Propexo builds and maintains.

See Connect

BubbleGum BI

Connects to property management systems, market data providers and third-party platforms to power its own app. The catalog of named integrations is not published.

Different jobs

Data Map

Propexo

Recognises the same resident, unit and vendor across your systems, with a score on each link, and holds one definition of every metric.

See Data Map

BubbleGum BI

“A single source of truth you can trust”: property data consolidated and standardised, including “T12 on wheels” income statements, inside BubbleGum BI.

Both sell this

Agents

Propexo

Runs one job in your portfolio end to end, across your systems, on rules you set, with every action logged.

See Agents

BubbleGum BI

No agent in BubbleGum BI’s public copy that carries a job through your operating systems. Cai answers. It does not act.

Propexo only

Propexo MCP

Propexo

Answers the questions you approved inside Claude, Copilot or your own tool, read-only, with the definition and the source on every answer.

See Propexo MCP

BubbleGum BI

Cai, a conversational AI analyst your team asks portfolio questions in plain language, inside the BubbleGum BI app.

Both sell this

Foundation · your warehouse In your account, under your name. Every product is built there.

The detail

How does BubbleGum BI compare, line by line?

Dimension BubbleGum BI Propexo

Core product positioning

BubbleGum BI

Multifamily BI: dashboards, an AI analyst and market benchmarking on consolidated property data.

Propexo

The systems you run, landed in a warehouse you own and matched into one record per resident, unit and vendor, with agents and AI answers on top.

What you get

BubbleGum BI

A SaaS app with operations, financial, renovations and market dashboards, plus Cai.

Propexo

Your data and definitions in your warehouse, agents that run jobs, and answers inside the AI tools your team uses. Dashboards are not the core offering, and are built custom for a client when needed.

Source of truth

BubbleGum BI

Consolidated and standardised inside BubbleGum BI, including standardised income statements.

Propexo

Data Map in your warehouse: the same resident, unit and vendor linked across systems with a confidence score on each link, and one definition of every metric.

Asking questions

BubbleGum BI

Cai, inside the BubbleGum BI app.

Propexo

Propexo MCP, inside Claude, Copilot or your own tool, with the definition and the source on every answer.

Connector breadth

BubbleGum BI

Catalog of named PMS integrations not published on the marketing site.

Propexo

126 source connectors across the multifamily operating stack (Entrata, Realpage, AppFolio, Buildium, HappyCo, Funnel, EliseAI, Travtus, Lessen and more).

Where the data lives

BubbleGum BI

BubbleGum BI’s managed app. You consume the data through its UI.

Propexo

Your warehouse: Snowflake, BigQuery, Databricks, Amazon RDS, Postgres.

Market data

BubbleGum BI

Market Intelligence and benchmarking included.

Propexo

Limited. Market data is not Propexo’s focus.

Pricing model

BubbleGum BI

Per property per month, tiered: $375 to $650 per property per month across Basic, Essential and Pro, per its site.

Propexo

Connect is a connector-based subscription. For Data Map, Agents and Propexo MCP, talk to us.

The choice

When is each one the right call?

The question is whether the source of truth should be a product you log into or an asset you own.

When BubbleGum BI is the right call

BubbleGum BI

If the bottleneck is dashboards, not data, BubbleGum BI gets you there per property. Talk to them.

You are a multifamily asset manager and the bottleneck is dashboards, not data. You want a finished BI product on day one.
You want market benchmarking and renovations tracking out of the box.
You like per-property pricing and a clear menu of tiers.
An AI analyst inside one app is enough, and you do not need the answer in the tools your team already uses.
You do not have, and do not want, a data warehouse.

When Propexo is the right call

Propexo

If what you build from your data should stay in your warehouse and travel to every tool, Propexo keeps it there.

You want the single source of truth in your own warehouse, with the links between records and the definitions you agreed.
You want your team to ask in Claude, Copilot or your own tool, with the definition and the source attached to every answer.
You need resident-, unit- and work-order-level truth across your systems, not only rolled-up dashboards.
You want an agent to act on what the data shows (renewals, work orders, delinquency), not only an analyst that describes it.
You already run, or plan to run, a warehouse, and want everything built from your data to live there.

Questions buyers ask

Frequently asked questions

Is Propexo a competitor to BubbleGum BI?

Yes, on the single source of truth and on the AI analyst. BubbleGum BI sells a single source of truth and an AI analyst, Cai, inside its app. Propexo sells Data Map, a source of truth built in a warehouse you own, and Propexo MCP, which answers inside the AI tools your team already uses. BubbleGum BI ships dashboards and market benchmarks as its product. Propexo builds dashboards custom for a client when needed, does not sell market data, and adds agents that act.

Does BubbleGum BI give me a warehouse I can query?

BubbleGum BI is a SaaS application. You consume the data through its dashboards and Cai. If you want the T12s and rent rolls as tables your analysts can query and join with your own data, Connect and Data Map put them in your warehouse.

How is Cai different from Propexo MCP?

Where you ask, and what the answer stands on. Cai answers inside the BubbleGum BI app, from data consolidated there. Propexo MCP answers inside Claude, Copilot or your own tool, from your warehouse, with the definition the answer used and the system each figure came from. It is read-only, and it answers the questions you approved.

How we wrote this

Every claim about BubbleGum BI on this page comes from BubbleGum BI's own public pages, read on the date given. Nothing here is endorsed by BubbleGum BI. Vendor sites change.

BubbleGum BI public homepage and pricing read 2026-04-30

If anything here is out of date or reads unfairly, email [email protected] and we will fix it.

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One source of truth. Owned by you.

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