Ask the way you would ask a colleague who has the app open. The assistant picks the records, the dates and the grouping, and Ceviche does the arithmetic (the Tools reference has the detail). These examples use invented names: put your own funds, vendors and projects in their place.

Spend

AskWhat comes back
How much did we spend in Q3 2026?Bill total and count for July to September, with anything left out (voided bills, bills with no date)
Give me our 2026 bills month by month, with a total.One row per month, each with its count and sum, and the year total
Who are our top 5 vendors this year?The five vendors by billed amount, biggest first
How much have we been billed by Harbor Legal LLP this year, and where do those bills stand?The total and count, split by status (New, Draft, Pending Approval, Ready to Invoice, and so on)
Which projects did we spend the most on this year?Spend by project from the bill lines, biggest first
Show 2026 spend by month and account.A month-by-account table from the bill lines
Did we get any refunds or credits this year?Credit bills and credit lines, with vendor, date and amount, and their total

Funds and allocations

AskWhat comes back
How much in expenses was charged to Fund II in the last two quarters?Fund II's share of every split, per quarter and in total
How much of this year's spend landed on the management company?The management company's share, and the base it is a share of
Each fund's share of Q3 costs, as a table.One row per fund or entity, with a total that ties
Do our 2026 allocations tie out to the bills?Whether every split adds up to what it splits, the allocated and billed totals, and what explains the gap (usually lines not yet split)
What's sitting on the Annual Meeting 2026 project's holding entity, waiting to be settled?Held lines on that project, with their total

Approvals

AskWhat comes back
What's waiting for approval, oldest first?Open approval requests, with what each is about and its amount
Who approved the June bills?Each approval's decisions, by person and date, or a plain "nothing has been through approval"
Show me approvals that were rejected this year, and why.Rejected requests with the reason given
What are our approval policies?Each policy, what it applies to, and its levels of approvers

Fund invoices

AskWhat comes back
Which fund invoices are still open?Open invoices by fund, with amounts and due dates
What did we invoice each fund this year, and what's been paid?Invoiced amounts by fund and status
What's on Fund III's latest invoice?The invoice and the splits it covers

Review and close

AskWhat comes back
What needs my attention on the books right now?Bills not yet split, splits waiting for approval, open invoices, bills with no date
Which bills over $10,000 have no attachment?Those bills, with vendor, date and amount
Are there any bills with no date on them?Each one, with vendor and amount. These fall outside every month and quarter.
What corrections did we book this quarter, and why?Each correction, its effective date and reason
Find the Northwind Travel bill from the end of June and tell me everything about it.The bill, its lines and their statuses, its split across funds, its approvals and attachments, and a link to it in Ceviche

Building things from the data

Assistants that can make charts, documents, spreadsheets or slides can do it from Ceviche's figures. The MCP gives them Ceviche's colors, fonts and table rules, so the result looks like part of Ceviche.

  • "Build me a one-page dashboard of Q3 spend by fund, with what needs attention at the top."
  • "Make a spreadsheet of this year's bills by vendor and month, with totals that tie."
  • "Draft a short email to the partners summarising what Fund II was charged in Q3."

Every figure in what the assistant builds still comes from Ceviche, and the result ends with an "As of" line saying when the data was read. See How answers look.

What it can't answer

  • Anything that needs a change: "approve this", "split this 50/50", "send the invoice". Ceviche MCP is read-only. Do it in the app; the answer's Open in Ceviche link takes you there.
  • General ledger questions such as journal entries or trial balances. Teams the MCP reads today keep their books in Ceviche with no general ledger connected, so there are no journal entries to read. Corrections are recorded as adjustments, and those you can ask about.
  • Another team's data. A connection only ever reads your own team.
  • The contents of attached files. The MCP lists the file names, never the files.

More in Limits.