Natural language · Exact numbers

Your data,
answered instantly.
Not approximated.

Zenntraa lets finance teams query revenue, margins, and transaction data in plain English — returning exact numbers very fast, not dashboards to dig through.

Used by 6 finance teams in beta · Read-only by default · No SQL required

Instantcached responses
90%avg cost reduction, beta users
100%exact answers pulled directly from DB
app.zenntraa.dev/dashboard/query
Zenntraa dashboard
Why Zenntraa

Built for precision,
not approximation.

Every design decision optimizes for one thing — getting your finance team the exact right answer as fast as possible, without burning tokens to get there.

⚡ Speed

Very fast
responses

Your database is never modified.

TechCorp Q1 revenue
instantcache
Net margin comparison
instantcache
Top 5 by EBITDA
instantcache
YoY growth analysis
fastlive
🎯 Accuracy

Exact numbers,
every time

Your database is never modified.

"What was TechCorp's Q1 revenue?"
SELECT revenue FROM financials
WHERE company = 'TechCorp'
AND quarter = 'Q1'
$1.24Bexact · from DB
💸 Cost

90% cost
reduction

Your database is never modified.

Without Zenntraa
100% tokens
With Zenntraa
10% tokens
90%avg. token savings
How it works

Four steps.
Zero ambiguity.

Every query follows the same deterministic path — cache check first, exact SQL second, answer always.

01Input

Ask in plain English

No SQL. No dashboards. No waiting on a data team. Just type your question the way you'd ask a colleague, and Zenntraa figures out the rest.

Zenntraa · Ask anything
Z
RevenueMarginsYoY growthRankings
02Cache Check

Memory checked first

Before touching the AI or your database, Zenntraa checks if this question has already been answered. If yes — you get the result instantly. Zero AI cost.

Cache Check
Cache HIT — This question was answered 2 days ago. Returning result from memory instantly. Zero AI tokens used.
03SQL Execution

Exact SQL, not a guess

On a cache miss, the AI translates your question into a precise SQL query and runs it in a sandboxed, read-only environment. Every action is logged.

SQL Execution
"What was TechCorp's Q1 revenue?"
Exact SQL generated and run in read-only sandbox
04Response

Exact data, instantly

Results come back formatted and ready. The answer is also cached for next time, so the second ask is always near-instant.

Results · 4 rowsExact · Cached
CompanyNet Margin
#1MedCore Inc.
31.4%
#2HealthBridge
27.9%
#3CareAxis
22.1%
#4PharmaOne
19.6%
Early Access

Teams that ran on guesses.
Now don't.

A small group of data and finance teams helped us shape Zenntraa in beta. Here's what they said.

"We replaced our entire RAG pipeline with Zenntraa in a week. Query accuracy went from 'close enough' to exact. Our analysts stopped second-guessing the numbers."

MC
James Whitfield
Head of Data Engineering · Meridian Capital

"The cache-first approach is genuinely clever. Repeated queries come back instantly for us. The AI cost reduction alone paid for the switch in the first month."

SD
Priya Nandakumar
Senior Data Scientist · Stackline Data
6
companies in beta
83%
avg cache hit rate
90%
avg cost reduction

Your data,
answered instantly.

Join the 6 finance teams already using Zenntraa to replace dashboards, eliminate guessing, and cut AI costs by 90%.