Everyone else estimates. Kenda reconciles.

Everyone else estimates your AI bill from token counts. Kenda reconciles it against the actual invoice.

One agent looped for nine days on a shared key. The invoice showed one number and couldn't say which agent, which user, or why.

Run the audit ↓
Read-only keys$0 · no card · leave any time
The blind spot

Run the audit on your own stack.

Three questions. “I'm not sure” counts as a no.

Kenda answers all three in two clicks.

Name the spend. Six ways. Two clicks.

The same dollar, sliced by sub-agent, agent, user, team, workflow, or API key. One shared key stops being a black box.

Shared key · projected EOM
$61,900
SAMPLE
Group by
TeamSpendΔ$/1MTokens%
Search AI
$14,820+12.4%$20.81712M34%
Growth AI
$11,290+28.1%$36.19312M26%
Platform AI
$9,870-4.2%$7.421.33B22%
Support AI
$6,338+6.7%$18.98334M14%
unattributed
$1,860$19.3896M4%
Total · MTD$44,178$15.872.78B100%
Δ vs prior 7 days · spike flagged at +20%

Every dollar, reconciled to the invoice finance already trusts.

Measured and billed meet at the same grain: day, provider, model. When finance asks why the number is the number, every dollar traces back to a dated event, not an estimate.

Read-only keys, never write scope. No raw prompts or completions stored. Encrypted in transit and at rest. SOC 2 planned for GA. Security →
Measured vs billedSAMPLE
DayProviderMeasuredBilledΔ
2026-06-12openai$1,742.10$1,742.10$0.00
2026-06-13anthropic$1,310.50$1,310.50$0.00
2026-06-14anthropic$1,296.40$1,252.00+$44.40
2026-06-15gemini$634.80$634.80$0.00
2026-06-16bedrock$402.25$402.25$0.00
Anthropic · sonnet-4.5 · Jun 12-16SAMPLE
14.8M out × ($12.50 − $9.50)/1M = $44.40
measured $1,296.40 · billed $1,252.00 · measured priced at the pre-cut rate
Grain artifactnot a provider discrepancy
Why the gap holds

Your tracer can't see the budget. Your FinOps platform can't see the token.

Neither one can be retrofitted into the other. Kenda starts from the token event, where the dollar and the agent are the same record.

Dev tracing
Langfuse, Helicone. Token-granular, budget-blind.
Cloud FinOps
Vantage, CloudZero, Finout. Finance-legible, token-blind.

98% of surveyed FinOps practitioners now manage AI spend, up from 31% two years ago (State of FinOps 2026, n=1,192).

Design partners, not a waitlist.

We take a small number of design partners each quarter and work with each one directly. Free until GA. Until then the only cost is telling us what is broken, and a straight answer at the end: worth paying for, or not.

01
Connect keys
Read-only, from the provider console. No SDK.
~10 min
02
We reconcile
Every token at its dated price, tied to the invoice.
no estimates
03
Read your number
Top spender and month-end projection on the call.
day 5
Prefer to talk first? Book 30 minutes with the founder →
Design partner terms
You bringread-only provider keys
We returnyour number, tied to one real invoice in five days
You learnyour measured-vs-billed drift, a number nobody has published yet
Methodmeasured vs billed at the same grain, every delta shown
Price$0 until GA · no card · leave any time

Built by a founder tired of an invoice no one could explain.

Kenda is a one-founder company. I'm Lara. I wrote the ingestion, the pricing pipeline, and the reconciliation view where finance and engineering read the same number. Sebastian helped build the early product and now advises on the hard calls. Reach either of us directly.

Lara Mateo headshot
Lara MateoFounder

Built every layer of Kenda, from token ingestion to the reconciliation view where finance and engineering read the same number.

Sebastian Luján headshot
Sebastian LujánTech advisor

Helped build the early product, now advises on architecture and the calls that are expensive to get wrong.

Kenda_

The next invoice will still be an estimate. The one after that could be reconciled.

Access is open to teams running agents in production. If ten agents share one of your keys, you are exactly who this is for.

or book 30 minutes with the founder →
Read-only keys · no integration · your number reconciled to one real invoice in five days