Lab Report
Perspectives from the Edgebound Labs team on AI Commerce, MACH Architecture and the future of digital commerce. No empty theory — just what we build.
Manifesto
Research & Labs Featured
An AI commerce lab experiments, measures and scales — it doesn't ship projects, it builds living systems. +43% in conversion, −30% in infrastructure costs. This is Edgebound Labs.
Read article →More articles
AI Strategy
AI, social commerce, omnichannel, retail media, B2B and MACH architecture. The 7 trends that define Mexican digital commerce.
MACH Architecture
What MACH is and how microservices, APIs, cloud and headless accelerate your eCommerce. A practical guide with real data from 38 projects.
AI Commerce
Conversational commerce, semantic search, dynamic pricing, forecasting and fraud detection. With architecture, data and impact.
AI Commerce
Recommendations, semantic search, generative-AI chatbots, dynamic pricing and fraud detection. Applications with measurable ROI.
Brand / Trust
Why we got certified, what changed in our operation and what we learned on the road to the international information-security standard.
MACH Architecture
Migrate your eCommerce to headless in 5 steps: common mistakes, recommended platforms and a technical-audit checklist from 38 projects.
AI Products
Conversational agents with RAG, a hybrid AI + human model and real metrics to cut tickets and response times.
MACH Architecture
Shift-left, security gates in CI/CD, the OWASP Top 10 and how it maps to ISO 27001 certification. How we do it at Edgebound.
MACH Architecture
Independent deploys per domain, autonomous teams and Module Federation. Implementation strategies and when NOT to use them.
MACH Architecture
A 2026 decision framework with real data: costs, timelines, platforms and when each model wins. Includes the composable path.
MACH Architecture
A bad migration costs 2-5x the budget. The 5 mistakes we see over and over — assessment, data, SEO, platform fit and rollback — and how to avoid them.
AI Strategy
Journey, pricing, payments, checkout and AI: where B2C and B2B diverge and converge. Best practices per model and the hybrid approach.
AI Commerce
SAT regulation, the IMMEX program, SPEI payments, the Mexico-US logistics corridor and how AI optimizes cross-border operations.
AI Commerce
Multi-currency payments, OXXO Pay and SPEI, customs, digital VAT and the technology stack to sell into and out of Mexico. B2C and B2B.