Cap Orbit vs Google Gemini: The Deal vs the Suite

The short answer

AI in the suite is not a platform for the deal.

Gemini in 2026 is two products wearing one name. The one most firms mean is the AI woven through Gmail, Docs, Sheets, and Meet, included in paid Workspace plans since January 2025. The other is the Gemini Enterprise Agent Platform, a separate Google Cloud product for technology teams that build their own AI agents. Both are credible at what they do. Neither has a concept of a deal.

Cap Orbit is built the other way around. The deal is the unit of work: its documents, its model, its memos, and its history live in one place, and the work compounds from first look through underwriting, committee, closing, and the years the firm holds the asset. The question for a CRE team is not which AI is smarter. It is whether the tool meets the deal where the deal actually lives.

Credit where due

Where Gemini holds its ground.

If your firm already runs on Google, the line item is already paid. Google folded Gemini into the paid Workspace tiers in January 2025, so every employee has AI inside the tools they open every morning, with no rollout to plan.

It covers the suite’s own work: mail drafted and tidied, notes taken in Meet, a folder of documents read into a briefing in NotebookLM. Customer data is not used to train models outside your domain, and the Workspace controls have years of enterprise use behind them. That is Gemini’s lane, and it is a defined one: everyday office work inside Google’s own apps. None of it reaches the deal file.

• Bundled: included in paid Workspace plans since January 2025, no separate purchase to make
• Everyday strengths: mail drafting, meeting notes in Meet, multi-document reading in NotebookLM
• Reach: everyone in the firm gets it, inside tools they already know

The gaps

Where it stops for a deal team.

Institutional underwriting lives in Excel, and that is the first wall. Gemini generates and edits spreadsheets in Google Sheets; it does not create or edit native Excel formulas, so the firm’s existing workbooks get described rather than worked on. And on complex spreadsheet generation inside Sheets, Google’s own launch material reports a 70.48% success rate: a candid number, and not one a team stakes an underwrite on.

The second wall is the shape of the work. Workspace plans carry published usage limits, including a 500-use monthly cap on Help me write in Gmail and Docs and, on some plans, up to 100 prompts a day, a budget an active deal team can spend in one diligence week. And nothing in Google’s public materials describes a deal: no file that carries from screening to closing, no memo in a house voice, no settlement reconciliation, no record of the asset after it closes. Every prompt meets the deal as a stranger.

The deal work

Where Cap Orbit wins: the deal is the product.

Cap Orbit starts where the deal starts, with the deal folder. Drop any document in any format on the deal, broker materials, a lender PDF, a scanned exhibit, a workbook with the rent roll buried in a tab, and the terminal reads it, every figure traced to the file, sheet, and row it came from. The firm’s own paper is the data source; there is no third-party market-data subscription behind it. From there one instruction runs the job end to end: read the documents, normalize the statement, build the model, stage the memo, with your analyst approving each consequential step. The model that comes back is a genuine Excel workbook for the asset class, live formulas throughout, Base, Upside, and Downside priced off one switch, recalculated and checked before it is handed over.

The memo comes in the seat’s own voice: the screening note decides fast, the IC memo writes the equity case return-first, the credit memo writes the lender case downside-first, and every figure is read from the model so prose and workbook cannot drift. Closing ties the settlement statement to what was contracted, financed, and underwritten, and trues the going-in basis. Asset management closes each period against budget and underwrite on an append-only record. The portfolio read sums the book from locked deal summaries. It is the difference between asking an assistant a question and getting back the workbook, memo, and record. The investment decision stays with your analysts at every step.

Security posture

A shared cloud against a sealed environment.

Google’s posture deserves a straight read. Workspace data is covered by a commitment not to train on customer content outside your domain, and the controls have years of enterprise use behind them. For mail and documents, that is a defensible answer.

Deal work asks a harder question: not whether the vendor promises restraint, but whether the walls hold on their own. Cap Orbit runs each firm in its own isolated environment, its own records and document storage, nothing pooled across customers, and each deal sealed to the team working it. Access is brokered and short-lived: every request is re-checked against the firm’s own sign-in, and the pass expires on its own in fifteen minutes. Customer files, prompts, and outputs are never used to train models. And on the Enterprise tier the whole platform deploys into your firm’s own cloud account, single sign-on at the door and encryption keys your firm holds, so audit and revocation sit on your side.