TalkLytxAsk your data anything. Get answers, SQL, and charts in seconds.
TalkLytx is an edge-native conversational analytics platform. Upload a CSV, Excel, JSON, or PDF — or read straight from a URL — then ask in plain English. It writes real SQL, runs it on your data, and returns a charted answer you can pin to a dashboard.
- Plain-English queries
- Sub-second answers
- AI-generated SQL
- Edge-native, private
Live analytics command center
Questions, queries, datasets, and dashboards in one calm cockpit
Questions answered
12,840
Median query time
0.9s
Datasets connected
328
Charts generated
5,612
Query volume & answer quality
Hourly questions, SQL success rate, and chart generation.
Data source mix
A conversation, not a query language
Ask in plain English. See the answer, the exact SQL, and the chart.
Every response is tabbed: a written answer, the AI-generated SQL you can edit and re-run, and an auto-built chart. Follow-up questions keep context, so analysis flows like a chat.
TalkLytx thread
Dataset: sales_q3_2026.csv · 1.2M rows
SELECT region,
SUM(revenue) AS revenue
FROM sales_q3_2026
WHERE quarter = '2026-Q3'
GROUP BY region
ORDER BY revenue DESC;Built for every team
One platform, every domain’s data questions
TalkLytx turns spreadsheets and exports into instant, conversational analytics — wherever the data lives and whoever needs the answer.
Finance & accounting
P&L, cash-flow, and anomaly questions answered from your ledgers and exports — no analyst queue.
Retail & e-commerce
Top SKUs, store heatmaps, and conversion funnels from POS and storefront data in seconds.
Healthcare & operations
Throughput, wait-time, and occupancy insights without exporting to a separate BI tool.
Supply chain & manufacturing
On-time rates, throughput, and route delays surfaced from IoT and ERP feeds.
Marketing & growth
Funnel, ROI, and attribution questions answered across every campaign source.
People & RevOps
Headcount, pipeline, and KPI roll-ups that anyone on the team can ask for directly.
Datasets & Query Lab
Your data and your queries, at a glance
| Dataset | Type | Status | Updated |
|---|---|---|---|
| sales_q3_2026.csv 1.2M rows | CSV | Ready | 2 min ago |
| gl_transactions.xlsx 486K rows | Excel | Ready | 21 min ago |
| support_tickets.json 92K rows | JSON | Ready | 1 hour ago |
| inventory_feed (URL) 38K rows | Virtual | Live | Streaming |
| Question | Engine | Chart | Time |
|---|---|---|---|
| Revenue by region this quarter 5 rows | D1 | Bar | 0.8s |
| Top 10 products by margin 10 rows | DuckDB | Bar | 0.6s |
| Monthly active users trend 12 rows | D1 | Line | 1.1s |
| Cash-flow by category 8 rows | DuckDB | Pie | 0.7s |
Product capabilities
Everything you need to go from raw file to decision
Natural-language queries
Ask questions about your data in plain English. TalkLytx understands context and keeps the last messages for fluid follow-ups.
AI-generated SQL
A specialized SQL model writes real, executable SQL from your question — and you can view, edit, and re-run it any time.
Multi-dataset Query Lab
Write SQL across every dataset with JOINs, UNIONs, filters, and aggregates, with a schema browser and click-to-insert templates.
Spreadsheet view with AI ops
Browse paginated data and run AI Filter, Cleaning, Grouping, and Enrichment from a single toolbar.
Auto charts & dashboards
TalkLytx suggests the right chart, supports multi-series, and lets you pin charts and KPIs to persistent dashboards.
Upload or read from a URL
Drag in CSV, JSON, Excel, or PDF — or read straight from a remote URL with in-browser DuckDB-Wasm, no storage needed.
Built edge-native for speed, scale, and privacy
TalkLytx runs the same distributed, edge-native architecture ZadeNor uses across production AI systems — with an in-browser query engine that keeps URL-based analysis on your machine.
- Edge-native app, globally distributed via OpenNext
- Three-tier storage: R2 (files) + D1 (metadata) + DuckDB-Wasm (query engine)
- Workers AI for natural-language answers, SQL generation, and embeddings
- Durable Objects for per-session chat state, Vectorize for semantic search
How it compares
TalkLytx vs the analytics & BI tools
See how TalkLytx stacks up against the platforms teams evaluate — natural-language first, AI included, and predictably priced.
FAQ
TalkLytx, answered
What is TalkLytx?+
TalkLytx is ZadeNor AI’s edge-native conversational data-analytics platform. Upload CSV, JSON, Excel, or PDF (or read straight from a URL), ask questions in plain English, and get AI-generated SQL, instant charts, and pinned dashboards — no BI expertise required.
Do I need to know SQL to use TalkLytx?+
No. You ask questions in natural language and a specialized model writes real, executable SQL for you. You can still view, edit, and re-run that SQL whenever you want, so it works for both non-technical users and analysts.
What data formats can I analyze?+
TalkLytx works with CSV, JSON, Excel, and PDF files, and can also read data directly from a URL. You can query across multiple datasets with JOINs, UNIONs, filters, and aggregates in the Query Lab.
Is my data private?+
Yes. TalkLytx runs on the edge and uses in-browser DuckDB-Wasm, so your data can be analyzed locally in the browser for privacy and speed instead of being shipped to a heavyweight cloud warehouse.
Can I build dashboards and share results?+
Yes. Turn any answer into a chart, pin it to a dashboard, and keep KPI roll-ups your whole team can ask for directly — all generated from plain-English questions.
Start a conversation with your data
Upload a file, ask a question, and watch TalkLytx write the SQL and chart the answer — in seconds.