Valistry

Every AI dollar, on one ledger.

Providers, agents, seats, cloud and invoices, reconciled to the bill. What is running, what it costs, where the gaps are.

  • Read-only
  • Never reads prompts
  • Ledger in minutes
AI Estatesample org
AI Estate: every provider, model, workflow and agent, with an owner or a gap

Why Discover

No single bill shows the whole cost.

Model calls, agent tooling, storage, compute and seats land on different invoices. Discover puts them on one ledger.

  • AWS Bedrocktokens · monthly invoice$24,288
  • Anthropic APItokens · usage export$2,568
  • OpenAItokens · credit card$287

One ledger

$27,144

Reconciled to three provider bills, within a dollar.

  • Known $22,419
  • Unallocated $4,725
  • Unavailable · none in the sample
  • 3 provider bills

    One estate

    Every provider, model, agent and workload, each with an owner or a named gap.

  • ±$1 of the bill

    One total

    Meters normalized, then reconciled to each vendor's invoice before anyone slices it.

  • 17% unallocated

    Honest gaps

    What a source cannot answer stays a gap. Never filled with an estimate.

Coverage

A complete view shows its gaps.

Known, unallocated and unavailable stay three distinct numbers, so nobody mistakes a blind spot for a zero.

Ledger · 30 days · sample org

$27,144 reconciled to 3 provider bills

  • Known $22,419 · 83%
  • Unallocated $4,725 · 17%
  • Unavailable · none in the sample
  1. Known83%

    Owned and reconciled.

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

  2. Unallocated17%

    Read, but not yet owned.

    Carried as its own number, with the evidence needed to allocate it. One published rule lifts it.

  3. Unavailable

    The source cannot answer.

    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. The sample has none.

How Discover works

Three screens, one total.

From the first read-only source to a number finance can sign, without the total ever moving.

Start read-only · the sample, or your first sourceno prompts read
Connect: read-only sources, each with the exact clicks and the least access
$27,144 · within a dollar of every bill2 owner gaps
AI Estate: every provider, model, workflow and agent, with an owner or a gap
9 dimensions · one total+$390 on 08-21
Spend Explorer: the ledger by any dimension; totals never change

Start with a number everyone trusts.

A 30-minute demo on your own estate, or connect one read-only source and see the baseline yourself.

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

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