Cap Orbit vs Google Gemini: The Deal vs the Suite
Last reviewed September 2026
Gemini drafts emails, takes meeting notes, and answers questions in Google Workspace. Cap Orbit works from the CRE deal file. Build the Excel model and memo in your firm’s voice, then carry the record through closing and ownership. Your team edits the files alongside the terminal.
At a glance
| Compare | Cap Orbit | Google Gemini |
|---|---|---|
| Built for | Institutional CRE deal teams across acquisitions, credit, and asset management | Every knowledge worker on Google Workspace, with no industry focus |
| The model | An Excel workbook built from a house model or your own template, live formulas throughout, Base, Upside, and Downside off one switch. It opens as a spreadsheet in Cap Orbit, and it opens in Excel without repair, every formula and chart intact | Generates spreadsheets in Google Sheets; Google’s own benchmark reports a 70.48% success rate on complex spreadsheet generation |
| Deal documents | Any document dropped on the deal or pulled from a linked folder is read: broker materials, lender PDFs, scanned pages, spreadsheets, every figure traced to its file, sheet, and row | Reads and summarizes files across Drive and Gmail; no treatment built for CRE documents |
| Sources | SharePoint, OneDrive, Dropbox, and Box folders linked to the deal, and attachments filed from Outlook. The terminal reads only inside the folders you linked | Files across Drive and Gmail inside the Workspace domain |
| Memos | Screening, IC, and credit memos in the firm’s own voice, every figure read from the model. The memo opens ready to type, every change tracked under your name | Drafts general documents well; nothing in its materials describes a house-voice investment memo |
| Deal lifecycle | One shared deal record from screening through underwriting, committee, closing, and asset management, a locked snapshot at each phase, deal memory that carries to the next teammate | No concept of a deal; each prompt starts fresh in whichever app you happen to be in |
| Where the work lives | On one shared deal record, edited in place. Teammates work the same sheet at the same time, and the terminal’s edits arrive as revisions. Every save keeps a version you can restore | Inside the Workspace apps, spread across Gmail, Docs, Sheets, and Drive |
| Your data | Each firm has its own database and document storage; files, prompts, and outputs are not training data | A shared cloud service with a commitment not to train on your data outside your domain |
| Getting started | Pro, for funds and deal teams of up to 50 people, up and running with live deals within 24 hours; Enterprise deploys into the firm’s own AWS account | Bundled into paid Workspace plans; Gemini Enterprise and the Agent Platform are separate purchases |
The short answer
Office work and deal work.
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.
Keep the deal’s documents, model, memos, and history in one place. Your team and the terminal edit them there, building on the same record from first look through committee, closing, and ownership.
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’s spreadsheet work lives in Google Sheets, and on complex spreadsheet generation there, Google’s own launch material reports a 70.48% success rate: a candid number, and not one a team stakes an underwrite on. Cap Orbit works the firm’s existing Excel workbooks directly, every cell editable, formulas included.
The second wall is the shape of the work. Workspace plans have carried 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 shared deal record: 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
Your deal, built in your files.
Upload broker materials or link a SharePoint, OneDrive, Dropbox, or Box folder. File Outlook attachments into the deal. The terminal reads only the linked folders, with figures traced to file, sheet, and row. It carries no market-data subscription. Watch it browse when needed and step in for sign-ins or paywalls. One instruction can normalize statements, build the model, and prepare the memo, with approval at consequential steps. Use a house model or your template, with live formulas, scenario switching, and checks against house standards.
Change a rent assumption and watch returns move. Add a row and the formulas follow. Two analysts can edit together and undo terminal revisions. Draft screening, IC, or credit memos for the decision at hand, using model figures. Open the draft with changes tracked under your name.
Closing ties the settlement statement to what was contracted, financed, and underwritten, and trues the going-in basis. Each phase ends with a timestamped snapshot frozen in place, and the working model keeps moving. Asset management closes each period against budget and underwrite on a tracker from the house catalog. The portfolio read sums the book from locked deal summaries. Deal memory carries the facts, parties, and decisions to the next session and the next teammate. The investment decision stays with your analysts at every step.
Security posture
Compare the data controls.
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.
Each Cap Orbit firm has its own database and storage, with requests checked against the firm’s sign-in. Customer files, prompts, and outputs never train models. Enterprise runs in your AWS account with single sign-on and keys you hold. Your firm controls audit and revocation.
Common questions
Can Gemini build our underwriting model in Excel?
Gemini’s spreadsheet work lives in Google Sheets, and Google’s own launch material for complex spreadsheet generation there reports a 70.48% success rate. Cap Orbit builds the model as an Excel workbook, from a house model or your own template when one is attached, live formulas throughout, checked against your house formula standards, and it opens in Excel without repair with every formula and chart intact.
Do Gemini’s usage limits matter for a deal team?
They can. Published limits have included a 500-use monthly cap on Help me write and, on some plans, up to 100 prompts a day, and a team in a diligence week works document by document all day. Cap Orbit is built for that week: the terminal reads the whole deal file at once and runs the job end to end on one record.
What about the Gemini Enterprise Agent Platform and Gemini Spark?
They are different products from Workspace Gemini. The Agent Platform, launched in April 2026, is a toolset for technology teams to build, govern, and run their own AI agents; a deal workflow built on it is a project your firm staffs, not a product the team switches on. Gemini Spark, announced in May 2026, is a personal assistant rolling out first to Google’s top consumer tier, and neither one is a deal record the team and the terminal work on together.
How is Cap Orbit’s isolation different from Google’s no-training commitment?
Google’s commitment is contractual, on a shared service, and it is credible. Cap Orbit’s wall is structural, not contractual. Every request for data is checked against your firm’s identity before it is answered, and on Enterprise the platform runs inside an AWS account your firm owns.
What is the fastest way to evaluate Cap Orbit against Gemini?
Bring a live deal to a working session. Build and edit the model, then review the memo in your formats with Track Changes. Assess the results with your team before a wider rollout.
Keep comparing
See it on one of your own deals.
Request a working session and run a live deal through Cap Orbit, in your own files and house format.