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§ Product

One platform.
Every question answered.

Dataviz is a conversational analytics platform that turns plain English questions into SQL queries, charts, metrics, and reports — delivered via WhatsApp, Slack, or our web app.

§ 01 — Ask

Ask questions
the way you think.

No query language to learn. No filter dropdowns to configure. Just type what you want to know — and get the answer in seconds.

01Natural language input — “What was our revenue by city last quarter?” or “Show me the top 5 customers who have not ordered in 90 days.”
023-stage SQL validation — syntax parsing, schema verification, and execution plan analysis before anything touches your database.
03Context-aware follow-ups — “Now break that down by product category.” “What about just the Southern region?” It works the way a conversation with a smart analyst works.
04Deterministic confidence scoring — based on 5 weighted signals, not the AI grading its own homework. You know exactly how reliable each answer is.
§ 02 — Deliver

Your data, delivered where your
team already talks.

WhatsApp Analytics Bot

Send a question to your dedicated Dataviz WhatsApp number. The bot processes your question, queries your database, generates a chart, and sends it back as an image — right in your WhatsApp chat.

Set up scheduled alerts: “Send me the daily sales summary every morning at 9am.” Your data comes to you — you do not have to go looking for it.

Slack Integration

For engineering-forward teams on Slack, Dataviz lives right in your workspace. Ask questions in dedicated channels. Get threaded responses with charts and data. Share insights without leaving the conversation.

Also available: Web App at app.demanualai.com — full analytics workspace with conversation history, saved queries, report builder, and admin controls.

§ 03 — Report

Professional reports in 60 seconds,
not 3 days.

Prompt-based reports

Tell Dataviz what you want analysed. The system decomposes your request into sub-questions, queries the database for each, and assembles a complete PDF with executive summary, charts, data tables, key findings, and conclusion.

Conversation reports

Had a great data exploration session? Hit “Generate Report” and the entire conversation compiles into a structured, shareable document — branded with your company logo and colours.

Schedule them weekly. Send them to stakeholders automatically via email or WhatsApp.

§ 04 — Investigate

AI-powered root cause
analysis.

When a metric moves unexpectedly, Dataviz does not just show you the change — it investigates why. Describe the anomaly in plain English and the system scans across dimensions, time periods, and segments to surface likely root causes.

Multi-dimension scan

Checks product mix, customer segments, seasonal patterns, pricing changes, and delivery metrics simultaneously.

Plain English output

Root causes explained in plain language with supporting data tables and charts — no analyst required.

Next steps suggested

Dataviz tells you what likely caused the anomaly and what to investigate next — closing the loop on every issue.

§ 05 — Security

Multi-tenant. Role-based.
Audited.

01 / Access§

Access Control

Role-based access: viewer, editor, admin, super admin. Every query is logged with an immutable audit trail. You decide who sees what.

RBACAudit logMulti-tenant
02 / Security

Security

Read-only database connections — the system can never modify your data. Tenant isolation at the database level — your data is completely separate from every other customer.

Read-onlyEncrypted vaultSSH tunnels
03 / Infra

Infrastructure

Token usage tracking and AI cost analytics per team. SSH tunnel support for databases inside private networks. Date mismatch detection prevents silent empty results.

Cost trackingVPC support3-stage validation

See it in action.

Demo15 min · live · your questions
On the callThe founder · not a sales rep
After30-day pilot if it's a fit · honest if not
Book a Demo