Time and billing spreadsheets and AI data leakage: what a month-end WIP sheet gives away in ChatGPT or Claude.

Billing is the part of a law firm nobody enjoys, so it is where staff first reach for ChatGPT or Claude: tidy these narrations, spot the entries to write down, check the total. A work-in-progress sheet holds every matter, every fee earner, every narration and the notes beside them, and the narrations are written in the candid shorthand of people who expect only the partner to read them. This page marks every cell in a month-end billing sheet that rule 9, privilege and the new anti-money laundering rules bear on, and shows how the same sheet is cleaned up on Ermos inside the firm.

The time and billing spreadsheet

Exported from the practice management system at month end and reviewed by the partner before bills are issued.

fx
ABCDEFGH
1DateMatterTKNarrationHrsRateAmountBilling note
226 OctHR0.8384.00
327 OctSOTO-0412EVSettle instructions to counsel on range; review amended list1.47201,008.00
427 OctHRReview class surveyor report produced on subpoena; chronology for brackets B-07, B-19, B-22; guarantee of L. Ferrante3.24801,536.00
528 OctTARR-0388EVSettle letter of instruction to Dr Tran; SC Gen 23 paragraphs1.1720792.00
628 OctHR2.54801,200.00
729 OctEV1.97201,368.00
829 OctJM0.6240144.00
930 OctOKAF-0399HR1.5480720.00
1030 OctSOTO-0421 Soto willHRWill instructions; testamentary trust for children; capacity note1.7480816.00
1130 Oct38.50
12WIP totalUnbilled at 30 Oct14.7
WIP OctMattersTimekeepers

An invented spreadsheet. Matter codes and amounts are invented and the entries use the cast of the other law firm pages. Hover or tap any highlighted item for the analysis; the full list is below.

What leaves the firm

  1. 1
    Matter codes and client names

    Each code carries the client and the other side. A list of matters is a list of who has instructed the firm and against whom, which is confidential to each client under rule 9. Rule 9 confidentiality guide.

  2. 2
    A candid narration

    A client’s state of mind, a change in medication, a job interview and the advice given, written as time entries. Privileged advice and health information in a billing line. Legal privilege guide.

  3. 3
    A deal under NDA in a narration

    A named counterparty and a negotiating fallback, in a column the firm treats as routine. The deal is under a non-disclosure agreement the client signed. Rule 9 confidentiality guide.

  4. 4
    Hours, rates and fee earners

    Who works on what, at what rate. Rates are disclosed to each client, but the full table is the firm’s own information.

  5. 5
    A disbursement line

    A courier charge with no party or matter in the text.

  6. 6
    Identity checks and customer due diligence

    A record that identity was verified and customer due diligence recorded before a property transaction. AUSTRAC lists assisting with the sale, purchase or transfer of real estate among the professional designated services regulated from 1 July 2026, and says the AML/CTF records are usually kept for seven years. Identity documents are personal information, and the entry sits in the billing system. Privacy Act guide.

  7. 7
    Notes about write-downs and the NDA

    Partner-level notes on a client who is stretched and a reminder to narrate generically. Information about the client’s finances, and the firm’s own handling of an NDA. Rule 9 confidentiality guide.

  8. 8
    An estate narration

    A named executor and a sibling’s threatened claim. Privileged assessment of a family dispute, in a time entry. Legal privilege guide.

  9. 9
    The total and its formula

    A sum over a range and the figure it produces. It names no client.

  10. 10
    A settlement narration

    The balance moving at settlement and the lender. The second fact a payment redirection fraud needs, in a column nobody thinks of as sensitive. Rule 9 confidentiality guide.

What happens in Frontier Models (ChatGPT, Claude)

  • The whole document is transmitted to the provider’s servers. On personal plans the user cannot choose where it is stored or processed, and for the major providers that has generally meant outside Australia, under that country’s legal process. Some business plans offer storage in Australia, but the provider still receives the content.
  • On consumer tiers, prompts can be retained and used to train future models.
  • The provider’s staff and systems can reach the content under the provider’s own policies.
  • Once sent, the firm no longer controls it. Retention and deletion happen on the provider’s terms.

The same document on Ermos

Ermos Dominion

The document is drafted on a unit in your office, from your own templates and the matter file. Every marked item stays on the unit, which keeps working with the internet switched off. Nothing in it is transmitted to an AI provider, so there is no disclosure to analyse: the confidentiality work is the same as for your file server.

Ermos Edge

Your documents, the index and your access boundaries stay on your own instance in an Australian data centre. When a staff member asks for this draft, only their question and the excerpts they are permitted to see go to a named Australian provider, who is contractually barred from keeping the content or training any model on it. Nothing is processed outside Australia.

Frontier Models (ChatGPT, Claude)Ermos EdgeErmos Dominion
Where the document is processedProvider servers, generally offshore on personal plansYour instance in an Australian data centre; answers generated in AustraliaThe unit in your office
Who can read itProvider staff and systems, under policyYour staff, within the boundaries you set. The named Australian provider processes only permitted excerpts, under contract, and keeps nothingYour staff only
Is it keptOn the provider’s termsKept on your instance; the provider is barred from retaining itStays on the unit
Can it train a modelOn consumer tiers, yesNo, by contractOnly your own unit learns from it, on your hardware

Part of AI data leakage in law firms.

Common questions

Do ChatGPT and Claude use the information in a time and billing spreadsheet?
Yes, whatever is pasted from the sheet is sent to the AI company's servers and processed there to produce a reply. As at October 2026, whether a conversation on a personal plan (ChatGPT Free, Plus or Pro; Claude Free, Pro or Max) can be used to train the models depends on a setting each user controls. Business plans (ChatGPT Business and Enterprise, Claude Team and Enterprise) and the developer APIs sit under commercial terms, and OpenAI and Anthropic each say they do not train on that content by default (OpenAI, Anthropic). On either product, the thumbs up and thumbs down buttons can send a whole conversation back for training. This month-end sheet lists matter codes that name clients and opponents, a candid narration of a client's medication change and a deal under a non-disclosure agreement.
Is it safe to paste a time and billing spreadsheet into ChatGPT or Claude if we remove the client names?
No, because the narrations and amounts still identify who the firm acts for. Removing names rarely makes a document anonymous. Information stays personal information while the person is reasonably identifiable, and the OAIC warns that information can be at risk of re-identification even when it has been de-identified or anonymised. A settlement narration with a balance of $1,642,118.40, or a call about an executor's sister threatening a claim, points to one matter. The Office of the Australian Information Commissioner (OAIC) recommends in its guidance on commercially available AI products that organisations do not enter personal information, and particularly sensitive information, into publicly available generative AI tools, because of the significant and complex privacy risks. The sheet also records an identity check for a property purchase.
Can ChatGPT or Claude be trusted to tidy the narrations in a time and billing spreadsheet?
Not without a person checking every line. A language model can produce fluent text with details that are not in the source, wrong figures, wrong dates or references that look real but are not. In a spreadsheet that includes wrong formulas, wrong totals and mis-copied rows. Here the SUM total of 8,006.50, the rate against each fee earner and the matter codes would do the most harm if wrong. A qualified person should check each item against the practice management system.
How can a law firm use AI for a time and billing spreadsheet without sending it to ChatGPT or Claude?
Ermos is built so the document stays under your control. On the Dominion AI unit it is drafted inside your office and none of it is sent to an AI provider. On Ermos Edge your documents and index stay on your own instance in an Australian data centre, and only the question and the excerpts the user is permitted to see go to a named Australian provider that is contractually barred from keeping them or training any model on them. The narrations are tidied from the month-end export and the firm's own house style, and a partner checks every entry and total before bills are issued.
What does a time-and-billing sheet reveal that the bill does not?
The bill goes to one client in a form the firm has chosen. The sheet holds every client at once, the candid narrations that precede the bill, the write-down notes and the fee earner's name against each line. Anyone who sees it learns who the firm acts for, against whom, and how the partner sees each client.
Do the new anti-money laundering rules apply to a law firm's billing records?
They apply to a law firm that provides the designated services AUSTRAC lists in table 6, such as assisting with the sale or purchase of real estate, from 1 July 2026. AUSTRAC says the AML/CTF records are usually kept for seven years. A matter outside those services may fall outside the regime, so the firm has to work out which matters are caught.
Can AI tidy billing narrations without the sheet leaving the firm?
On Ermos, yes. The unit works on the export on your own network, rewriting narrations in the firm's house style and flagging entries with no matter code or an unusual rate. Narrations still need a person to decide what a client is told and what is written down.

See Dominion answering from your own documents.

A demonstration takes 30 minutes, uses no client data, and comes with no obligation.

Book a demo