Three working products: a chat seller for your catalog, a “Buy in 1 click” module for PrestaShop, and a product-data order system. You can see each one live before buying.
No magic: every product is shown live and tested on your data before launch.
Customers get instant answers grounded strictly in your specs, while your team stays quiet.
Messy streams of WhatsApp/emails become structured CRM tickets ready for your approval.
Your systems answer with exact sources cited, refusing to make up assumptions.
Repetitive business communications, catalogs, and documentation are structured and validated against strict company rules before human eyes ever need to review them.
BMW 320d, brakes squeal. Price?
Subject: Return request policy
Invoice #89201 missing
Can I come this week?
Return policy query.
Is this spatial index fit?
Every operational role has a specialized RAG configuration built for exact data rules, safety boundaries, and custom output templates.
The Challenge: Repetitive, messy customer messages arriving across channels (WhatsApp, E-mail) that drown your operational staff in endless typing and follow-up data-gathering.
Only real products, shown live. No “we'll build something similar” promises — only what works.
Answers only from your catalog and store rules. One line of code — and it works on Shopify, PrestaShop, OpenCart or a custom site.
PDF descriptions and supplier tables become clean product data — no fabrication, with source confirmation.
The buyer clicks the button — a phone-number lead goes out instantly, and an order is created as a regular PrestaShop order.
Move the sliders — see how much time and budget go to repetitive buyer questions.
While AI speeds up initial development, it expands the validation burden. OpsBalance provides the verification layer that keeps production systems stable.
| Vulnerability Source | Technical Breakage | Production Consequence |
|---|---|---|
| AI Answers Without Evidence | Hallucinations / unverified data references | Loss of customer trust |
| Module Compatibility Assumptions | Unchecked PHP 8.x/Hummingbird integration | Broken checkout / admin |
| Untested Agent Workflows | Silent loops or unhandled API responses | Business process errors |
| Rushed Generative Code | Lack of strict interface/type validation | System instability |
| Black-box Platform Updates | API deprecation / parameter shifts | Blocked integrations / feeds |
No “pretty promises”: only live demos, the control panel and a module in production.
An Apple catalog example: search and buyer questions — with cards, price and an “add to cart” button.
Launch readiness score, conversations, leads and rules — in one window.
Runs on real traffic: a phone lead becomes a regular PrestaShop order.
RU, EN, DE and UK tested on the demo catalog — with a single knowledge base.
Designed as a low-contact, asynchronous and rigorous process. We start small, deliver value and build trust.
Tell us about your store and the problem you want to solve.
Live catalog, panel and module — on real scenarios.
We test on your catalog and rules before purchase.
We install the product, show the team and stay in touch.
We respect system security. Our diagnostic services are designed to perform initial triage from isolated files, logs, and screenshots—without requiring credentials or database access.
Write to us — we'll prepare demo access for your catalog. No subscription, no pushy sales.