IOCLABS

Labs / 01

We build
what’s next.

Ideas become products here. We explore AI, interfaces and systems that make digital experiences more intelligent.

Concrete steps rising toward a bright opening

Featured project

IOC Audit

An AI-powered quality auditor for e-commerce websites — built to continuously crawl, detect, verify and prioritize what needs attention.

IOC Labs / 01In development

Your website, continuously audited.

The system combines browser-based crawling, deterministic checks and AI analysis to turn website problems into evidence-backed, prioritized findings.

AIE-commerceQualityContinuous audit
IOC Audit interface — example dashboard
Example interface
What it finds

Technical errors, SEO issues, broken links, product and content problems, checkout issues and customer-experience failures.

How it works

Real browser journeys are combined with deterministic analysis and Claude-powered interpretation. Findings are supported by evidence.

The system

From crawl
to evidence.

The product is designed as a pipeline rather than a single AI call.

01WebsiteThe customer's live site.
02PlaywrightReal browser rendering and journeys.
03LighthousePerformance, SEO and measurable checks.
04axe-coreDeterministic accessibility analysis.
05Rule engine + AIRules first; Claude where interpretation is needed.
06EvidencePrioritized findings and reports.

The stack

Built to run
as a product.

Next.js
PostgreSQL
Docker
Playwright
Claude API
Lighthouse
axe-core
pg-boss
Resend
VPS

Web infrastructure

Designed for modern commerce stacks and content platforms. Platform integrations will be expanded as the product moves from MVP to SaaS.

Shopify
WooCommerce
Magento
WordPress
OpenCart
PrestaShop
Custom Web

IOC Labs

We’re building
the next layer.