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Example

Kontur

The contour of your subscription business.

Revenue, churn, and usage gather in one panel. You ask — the answer comes from your own data.

Live feed
Monthly revenue+12.4%

₼ 48 200

Active subs+86

1 284

Churn−0.4

1.8%

Trial → paid+2.1

34%

What ships

The hard parts of SaaS ship in the box.

Tenant, subscriptions, and grounded AI on one product surface. No spreadsheet, chat archaeology, or “who changed this?” — the workspace answers.

01

Tenant boundary

Every customer stays in their own data space. Role matrix and audit log never leave the workspace.

02

Subscriptions & invoices

Plan changes, proration, and automatic invoices — no spreadsheets. Revenue flow in one table.

03

Grounded AI

The assistant answers only from your documents and events. Every reply cites a row and file name.

Grounded AI

Answers aren’t invented. Rows are shown.

The Kontur assistant reads only CSVs, PDFs, and events in your workspace. No source — it says “I don’t know.”

Sample answer

Highest February churn is on Starter: 3.2%. Main driver: 18 accounts that never added a card after trial.

↳ subscriptions_feb.csv · rows 44–61

↳ churn_report_q1.pdf · p. 3

Flow

Three steps. One workspace.

  1. 01

    Connect the workspace

    Events, subscriptions, and documents land under one tenant.

  2. 02

    The panel stays live

    Revenue, churn, and trials refresh in one overview — no waiting for an evening report.

  3. 03

    Ask, see the source

    The AI answer comes from your CSVs and PDFs. A row citation sits underneath.

14 days — no card required.

KKontur

Kontur — a subscription analytics sample. Applicable law: Republic of Azerbaijan. See the separate notice for AI processing.

Product

Legal

© 2026 Kontur — fictional product · sample aligned with AR law.

Webiznes sample

What this example shows

Kontur · SaaS site + dashboard + AI assistant

Pricing and product surface together. The AI assistant answers only from workspace data and cites the source line under every answer.

  • Tenant boundary, role matrix and audit log
  • Subscriptions, proration and automatic invoicing
  • Grounded AI answers that cite their source

Technology cut

  • Next.js
  • Multi-tenant DB
  • Vector search

These are not real client projects

Every name, number, price and review in the example sites is invented. Real case studies will only be published from completed work with client permission.

Demo notice →