ambacti
Explore workflows

AI USAGE RECORDING · Workflow idea

See how service usage adds up across conversations.

Collect usage details from approved assistant conversations and organize input, output, totals, time, and use case in a shared record. Where configured, prepare an estimated cost using the selected rates. Keep those assumptions visible and have a person verify usage, pricing, currency, and billing context before using the figures for budgets, invoices, or other financial decisions.

Make it yours See how it works ↓
A Roman aqueduct taking shape from architectural sketch to marble.
A little structure. A clearer outcome.
Starts with
A completed assistant interaction has usage details
Produces
A dated usage record with its conversation context and any estimated cost assumptions available to review.
Category
Data

01 / The starting point

A clear request.
A useful direction.

Usage information available from a conversation handled for an approved purpose

“Record service usage and prepare transparent cost estimates while requiring human verification before financial decisions or billing changes.”
An example request · Make it specific to your team.

02 / The work

5 tasks.
One useful outcome.

Helps teams understand how much text-generation usage is associated with individual conversations and organize that information over time.

  1. Select approved conversations for tracking

    Include only interactions within the organization’s defined purpose and avoid storing more conversation content than needed.

  2. Record available usage details

    Organize the date, channel, use case, input, output, and reported totals with their source context.

  3. Prepare an estimate when rates are supplied

    Show the rate, currency, effective date, and assumptions used, and label the result as an estimate rather than a confirmed charge.

  4. Check for gaps and unusual records

    Flag missing usage values, unexpected totals, duplicate entries, or a mismatch between the conversation and its use case.

  5. Verify costs before financial decisions

    Require an authorized finance reviewer to compare estimates with current pricing and actual billing before setting budgets, invoicing, charging, or changing a financial record.

03 / The result

Something useful.
Something to build on.

A dated usage record with its conversation context and any estimated cost assumptions available to review.

AmbactiWorkflow folio · 5 steps

See how service usage adds up across conversations

Data · Example outcome

The handoff

A dated usage record with its conversation context and any estimated cost assumptions available to review.

Keep in mind

Usage fields and rate assumptions may be incomplete, change over time, or omit other charges. Minimize conversation content, protect the record from unauthorized access, retain the source and rate date, and require a finance owner to verify totals and billing terms before budgeting, invoicing, charging, or making financial decisions.

04 / Make it yours

Set the brief.
Set the standard.

A few choices shape the work around your team.

Define usage fields and approved channels

Choose which interaction types and minimum usage details are needed for the intended reporting purpose.

Document rate and currency assumptions

Set who maintains rates, how effective dates and currencies are shown, and how uncertain totals are treated.

Protect conversation and usage data

Limit access to authorized operations and finance staff and avoid retaining message content that is not needed.

Assign finance and data reviewers

Name who checks usage and rate accuracy and who approves any billing, budget, or other financial decision.

Put your next idea to work.

Start with your brief. Make the process your own.

Explore more workflows ↗