Your data,
answered instantly.
Not approximated.
Zentra lets finance teams query revenue, margins, and transaction data in plain English — returning exact numbers in milliseconds, not dashboards to dig through.
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.
Sub-50ms
responses
Cache-first architecture. Repeated queries skip the AI entirely and return from memory in milliseconds.
Exact numbers,
every time
WHERE company = 'TechCorp'
AND quarter = 'Q1'
90% cost
reduction
Read-only.
Sandboxed.
Self-healing
circuit breaker
No crashes. No manual restarts. The system keeps serving answers while it heals itself.
Just ask.
In plain English.
No SQL knowledge, no dashboards, no waiting on a data team. Ask like you'd ask a colleague.
Four steps.
Zero ambiguity.
Every query follows the same deterministic path — cache check first, exact SQL second, answer always.
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 Zentra figures out the rest.
Memory checked first
Before touching the AI or your database, Zentra checks if this question has already been answered. If yes — you get the result in under 50ms. Zero AI cost.
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.
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.
Teams that ran on guesses.
Now don't.
A small group of data and finance teams helped us shape Zentra in beta. Here's what they said.
"We replaced our entire RAG pipeline with Zentra in a week. Query accuracy went from 'close enough' to exact. Our analysts stopped second-guessing the numbers."
"I was skeptical about ditching vector search. But Zentra's deterministic tools mean we never get hallucinated revenue figures. That's non-negotiable in finance."
"The cache-first approach is genuinely clever. We're hitting sub-30ms on 80% of our queries. The AI cost reduction alone paid for the switch in the first month."
"Setup took under an hour. The sandboxed execution gave our security team peace of mind immediately — read-only by default, every query logged."
"Plain English queries that return exact SQL results — not summaries, not approximations. Our finance team actually trusts the output now."
"Our junior analysts can now query financial data without knowing a single line of SQL. Zentra just works — and keeps working even under load."