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Product

01 · Period

Monitor AI spend over time

Move between month, quarter, and year. Every number on the dashboard follows the same reporting period.

Illustrative workspace · Demo data
Net Realized Savings●
$18.4k
↑ 12.8%vs. prior period

After optimization fee

Gross Savings
$24.6k
↑ 10.4%vs. prior period

Total cost eliminated pre-fee

Baseline Cost
$96.8k
↑ 3.1%vs. prior period

List-price spend without Varsten

Actual Spend
$72.2k
↑ 7.6%vs. prior period

Paid to providers this period

02 · Trend

Watch savings happen in real time

Helpful for seeing short-term spending trends.

Section 01 · Trend

Daily Savings

Actual spendSavings
$5.9k$4.4k$2.9k$1.5k$0Day 1 · Actual $957Day 1 · Savings $332Day 2 · Actual $1,339Day 2 · Savings $443Day 3 · Actual $1,148Day 3 · Savings $388Day 4 · Actual $1,722Day 4 · Savings $582Day 5 · Actual $1,531Day 5 · Savings $499Day 6 · Actual $2,009Day 6 · Savings $693Day 7 · Actual $1,850Day 7 · Savings $582Day 8 · Actual $2,265Day 8 · Savings $776Day 9 · Actual $1,946Day 9 · Savings $665Day 10 · Actual $2,424Day 10 · Savings $832Day 11 · Actual $2,201Day 11 · Savings $748Day 12 · Actual $2,616Day 12 · Savings $887Day 13 · Actual $2,360Day 13 · Savings $776Day 14 · Actual $2,807Day 14 · Savings $970Day 15 · Actual $2,488Day 15 · Savings $859Day 16 · Actual $2,903Day 16 · Savings $998Day 17 · Actual $2,679Day 17 · Savings $915Day 18 · Actual $3,062Day 18 · Savings $1,053Day 19 · Actual $2,775Day 19 · Savings $942Day 20 · Actual $3,254Day 20 · Savings $1,109Day 21 · Actual $2,999Day 21 · Savings $1,026Day 22 · Actual $3,445Day 22 · Savings $1,164Day 23 · Actual $3,158Day 23 · Savings $1,081Day 24 · Actual $3,637Day 24 · Savings $1,248Day 25 · Actual $3,318Day 25 · Savings $1,137Day 26 · Actual $3,796Day 26 · Savings $1,303Day 27 · Actual $3,541Day 27 · Savings $1,220Day 28 · Actual $3,970Day 28 · Savings $1,37206-0106-1506-28
Avg daily spend$2,579
Avg daily savings$879
Effective savings rate25.4%

03 · Mechanism

Know what created the savings.

Every active lever has a measured contribution. Nothing disappears into a single unexplained total.

Section 02 · Mechanism

Savings by Lever

5 · 5 active
  • 01Semantic cache
    $9,84040.0%
  • 02Model downshift
    $6,39626.0%
  • 03Prompt caching
    $4,18217.0%
  • 04Token trimming
    $2,70611.0%
  • 05Batching
    $1,4766.0%
Gross savings$24,600

04 · Allocation

Find what drives the bill.

Switch between teams and product features to see exactly where AI spend accumulates.

Section 03 · Allocation

Spend Drivers

  • Product
    $29,60241.0%
  • Support
    $19,49427.0%
  • Growth
    $14,44020.0%
  • Internal
    $8,66412.0%
Total spend$72,200

05 · Confidence

Savings that prove it

You don't have to take our word for it.

Section 04 · Savings

Data Integrity

Verified
96
Confidence score
✓High confidence

Savings backed by direct ledger evidence.

  • Measured share
    94.2%

    Directly measured savings

    Verified
  • Verified savings
    $23,173

    Matched to provider usage

    Verified
  • Pricing coverage
    99.8%

    Requests with catalog pricing

    Verified

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