TQG pulls data from your databases and CRM, aggregates it in its own engine, and ships BI reports, CSV tables and interpreted advice to the messenger your team already uses — Telegram, Slack or Teams.
How it works
Four steps — click any of them to see the mechanics.
Raw tables from your data pool and CRM stream into the engine — deployed on its own server, read-only. No SDKs, no event rewrites.
Baselines and rules are collected into a knowledge base inside the engine — and tuned against the averages it already knows from working with other clients.
Your request goes to the LLM: it interprets, queries the engine for the answer, and returns it in the format you asked for — text, table or chart.
Daily, weekly or monthly — fully customized. Any data request: aggregations, complex queries, advice on rates and next actions.
| user_id | geo | deposit | ts |
|---|---|---|---|
| 84120 | DE | 120.00 | 09:41:22 |
| 84121 | TR | 45.00 | 09:41:25 |
| 84122 | DE | 80.00 | 09:41:31 |
Thresholds don't start from zero — they start from the averages the engine already knows from other clients, then adapt to yours.
| geo | avg deposit | vs prev week |
|---|---|---|
| DE | €96 | +4% |
| TR | €41 | −3% |
| BR | €38 | flat |
Advice included: rates, actions, what to pause and what to scale — answered from your own data, in your messenger.
Capabilities
Six placeholders below — each tile will hold a live capture of the product. Synthetic data, real mechanics.
Every morning — all overnight alerts plus recommendations on what's worth doing today, in one message.
Free-form questions in plain language — the bot parses the intent and answers with the numbers.
Ask what to do — it runs the numbers and shows the reasoning behind the advice, not just a verdict.
Cohorts and metrics rendered as charts right in the thread. Click the tile to see it full-screen.
Ask for any cohort or metric split by any parameter — geo, source, device, campaign — in one message.
Follow-ups keep the thread's context — each question goes one level deeper, until the answer is found.
Price
The rate follows the complexity of your project. Three parts — each billed on its own.
Contact
30 minutes, your metrics, no slides. We connect a sample source live and you watch the first verdict arrive.