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The product
Everything you need, out of the box.
One AI analytics engine. Six capabilities that turn any data table in your product into an answer-and-chart surface — for every customer, on day one.
Capability 01
Natural-language queries.
Customers ask in plain English. tableArth.ai writes the SQL, runs it against your table, returns the answer. No SQL, no schema knowledge, no training data required.
- Schema-aware — understands your column types, joins, and filters.
- Multi-step questions, drill-downs, follow-ups in the same context.
- Works on tenanted data — the widget respects your auth.
tableArth.ai · Customer orders
AskDashboard
You
Which regions grew fastest YoY?
tA
APAC leads growth at
+48%, driven by new enterprise accounts in
Singapore and Tokyo. EMEA
follows at +22%, NA at +14%, LATAM at +9%.
Region · YoY growth%
APACEMEANALATAM
MEAFCISOC
Capability 02
The right visual, picked automatically.
Eight chart types, one engine. tableArth.ai chooses the right one based on the question and the shape of the answer — no chart config from your team or your customers.
Line
Trends over time
Area
Cumulative growth
Pie / Donut
Visualize proportions
Scatter
Reveal correlations
Stacked bar
Multi-dimension breakdown
Funnel
Process drop-off
Table
Detail & raw data
Capabilities 03 & 04
Built to feel live — and to never sit blank.
Streaming responses
Answers stream token-by-token as the model thinks, so your product feels like a live analyst on the table — never a spinner. Cancelable mid-stream, resumable on retry.
- → Token-by-token reveal under 200ms first-token latency target
- → Tracks SQL execution, chart generation, and narration in one stream
- → Cancellable; partial results never leak past the host
Suggested prompts
Every dataset comes with 15 smart analytical questions auto-generated by the engine — instant cold-start UX so users never face a blank box.
Top 10 by revenue
Churn risk this quarter
YoY growth by region
Outlier customers
Last 7 days summary
Capabilities 05 & 06
Dashboards on day one. Self-correcting SQL.
Auto-built dashboards
Every table you connect comes with a generated dashboard — KPIs, trend lines, and breakdowns, all chosen by the engine. Ship analytics in your product on day one without a BI tool.
Active users
1,284
+18%
Customers
42
+6 this week
Questions / 30d
9,402
↑ 22%
Retry intelligence
Generated SQL self-corrects up to three times before an error ever reaches the user — column name fixes, type coercions, join repair, and dialect adjustment.
attempt 1 · column "rev" not found
attempt 2 · rewrite → SELECT revenue
attempt 3 · ✓ executed in 240ms
Ship it
Plug it into your product. Today.
Pick the deploy that fits — Widget, API, or Chrome Extension — and ship to one dataset first.