Valistry

The full cost of AI, in one place.

Bring providers, agents, coding seats and cloud costs together. See every gap, and check the total against the bill when you connect it.

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  • Read-only connections
  • Usage checked against a connected bill
  • Every model, tool, seat and agent
AI Inventory
AI Inventory: every provider, model, workflow and agent, with an owner or a gap

No provider shows the whole picture.

Model usage, agent infrastructure, coding seats and cloud services arrive on different bills. Valistry brings them into one reconciled view.

  • AWS Bedrocktokens · monthly invoice$26,115
  • Anthropic APItokens · usage export$2,260
  • OpenAItokens · credit card$1,461
  • OpenTelemetrytraces · no bill at all—

One ledger

$56,282

One total. Each source says how it was priced.

  • One total

    Every AI cost, checked against each vendor's bill.

  • Every gap shown

    Spend with no owner stays visible.

  • Know how exact it is

    Each dollar says how it was priced.

See what is known, and what is still missing.

Attributed, unallocated and unavailable stay three distinct numbers, so a blind spot is never mistaken for a zero.

Ledger: 30 days

$56,282 reconciled across every source

  • Attributed $53,126 · 94%
  • Unallocated $3,156 · 6%
  • Unavailable none in this example
  1. Attributed94%

    The cost has an accountable owner.

    Attributed to a source, a meter and an owner, and tied to the provider total for the billing period.

  2. Unallocated6%

    Visible, but not yet owned.

    Shown as its own number, with the evidence for each owner we suggest. Publish the suggested owners to cover most of it.

  3. Unavailable—

    The source does not provide the data.

    Some sources report no meter at all, such as a per-seat tool with no usage export. The ledger names that gap and never fills it with an estimate. This example has none.

Every source. One total.

Spend, owners and savings, todayWhat to fix first
Overview: the whole estate on one screen, with what is waiting on you
Start read-only, with your first source in minutesNo prompts read
Connect: read-only sources, each with the exact clicks and the least access
Seats you pay for that nobody usesSeats to reclaim
Adoption: active people, seats used, and the seats nobody used
Where every AI dollar wentEvery view adds up
Spend: all your AI spend, grouped any way you like; totals never change
Your rate, not the list rate, entered onceThe bill still decides
Contract rates: the period priced at your negotiated rates against the published card
Exec summary, explained →Every Discover screen, explained →

Start with one source. Add the rest when you are ready.

Connect one source and see the total. Connect the bill to check the total against it.

No prompts or replies by default · Checked against your bills

Once the total is reconciled, the next question is who owns each dollar and what it was for.

02Next: Attribute →