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Every morning — the list of sources that need a decision today

We read a replica of your database and your affiliate-platform export → build cohorts and payback → at 09:00 a post with verdicts and buttons to dig in lands in your Slack.

Ask anything in the thread — answered with your numbers, in any format

Rates, cohorts, payback — any question in plain words. The model parses it, Python computes on your cohorts, and the answer returns to the same thread in whatever form fits: a plain-text reply, a BI chart, a table or a CSV.

TQGAPP09:00
Morning verdicts — 3 sources need a decision today.
partner_2214 · push_mix
NGR · 7d−38% vs baseline
ROAS · 28d0.54
STOP — poor traffic; pause & switch source
View →
why stop? show FTD→deposit by geo
DE 2.1% · TR 1.4% · BR 1.9% — vs 5.8% baseline · CSV ↧
Head of Affiliates11:24
What rate can we give Affiliate #1?
TQGAPP11:24
Affiliate #1 · rate headroom
NGR / player · 90d€142
payback @ 40% now3.1 mo
payback @ 45%4.2 mo
payback vs rate · charted in the thread
UP TO 45% — stays inside your 6-month payback cap
Full calc →Text summaryCSV ↧

Architecture

What runs on your server, and what runs on ours.

The collector sits inside your infrastructure and reads your database there. Only cohort aggregates cross to us — the answers come back into your Slack.

Your server · your hardware, your network
Our side · TQG
Your Workspace
01

Your data sources

A read-only replica of your database and the affiliate-platform export. Nothing is instrumented — no SDKs, no event rewrites.

  • your database · replica
  • affiliate platform · export
  • deposits · registrations · spend
  • geo · device · source · campaign
02

Collector on your server

It reads the raw rows locally and rolls them into cohorts. The code that touches your data is open to you.

  • raw rows → cohort aggregates
  • declared manifest
  • every crossing logged locally
  • collector source open to you
cohort aggregates no raw data leave
03

Engine on our side

Thresholds come from your own history. Python computes every figure; the model only reads the question and writes the answer.

  • knowledge base · your baselines
  • Python · cohorts, payback, CAC
  • LLM · parses and narrates only
  • guard · text ≠ numbers → dropped
04

Your Slack

Verdicts arrive on your schedule and the thread stays open for everything else — that is what you see below.

  • 09:00 digest · verdicts + buttons
  • thread · ask in plain words
  • text · chart · table · CSV
  • daily / weekly / monthly
Read-only

Nothing is instrumented and nothing is written back — the collector only reads what you already have.

Traceable

Every flag names the baseline it broke, and you can trace any threshold back to the cohorts behind it.

Degrades safely

If our side is unavailable, the morning post still ships — your own measurements, flagged “no recommendations”.

Capabilities

Unlimited ways to work with your data.

Live captures of the product on synthetic data — the mechanics are real. One tile plays at a time: click a small one to swap it in, click the large one for full-screen.

Slack⛶ enlargeThe morning post: scrolling the verdicts, opening one with a button

The 09:00 post arrives: scroll the verdicts, press View — the reasoning unfolds in the thread.

Slack

A simple ask in plain words — answered right in the thread.

Slack

Any format you ask for — plain text, a chart, a table or a CSV.

Slack

Cohorts charted right in the thread — payback curves without leaving Slack.

Slack

Drill down from a verdict to the source behind it, step by step.

Slack

A complex, multi-part question — computed first, answered in one reply.

This is a fraction of what it does. Book a call

Price

Priced by project, not by tier.

The rate follows the complexity of your project. Three parts — each billed on its own.

Step 01 · Audit
Included in the project
Scoped upfront — folded into the project price.
  • Tech & data audit
  • Process map
  • Project proposal — cases to build
  • Scope & estimate for the project
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Step 02 · Project
By complexity
Each project priced on its own.
  • Implementation of the chosen scope
  • Milestones & acceptance criteria
  • Timeline follows complexity
  • Pilot in production, then handover
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Step 03 · Support
Monthly
Scoped to your request.
  • Monitoring & tuning
  • New queries, reports and alerts
  • Baseline & rule updates
  • Scale up or down month to month
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Contact

See it on your data.

30 minutes, your metrics, no slides. We connect a sample source live and you watch the first verdict arrive.

Cal.com / Calendly inline embed · 420×620