Articles by
Carlos Martínez Barriga
Carlos Martínez has over 10 years of entrepreneurial experience developing exclusive solutions for brands and manufacturers, placing Agentic Artificial Intelligence at the core of his value proposition. His comprehensive ecosystem for scaling global businesses is completed by firms such as Roicos, Datali Group, and Accountali, and he actively fosters the industry's community by organizing the FBAshow event and sharing insights on the Retail Forward Podcast.
-
AI StrategyE-commerce AI Website Builder: Honest Comparison by Scale, What AI Actually Does in Each Tool, and the Feature Nobody Talks About
Executive summary 73% of retail executives plan to increase their AI spend in 2026, yet most burn their budget on flashy text generators instead of revenue-driving infrastructure. The “one-click AI store” is an attractive myth. Tools like Wix AI create … Read More
10 min -
AI StrategyAgentic AI Examples: Five Categories of Real Deployments, What They Actually Do, and What Makes Them Work
TL;DR — Key takeaways Most things called “agentic AI” in vendor marketing aren’t actually agentic — they’re automated workflows with an LLM bolted on. Real agency means multi-step autonomous execution with tool access and state persistence. Klarna’s AI agent handled … Read More
15 min -
AI StrategyBrands Using AI for Advertising: Four Maturity Levels, Real Case Studies, and Why Most AI Ad Claims Overstate the Reality
TL;DR — Key takeaways When a brand announces it’s “using AI for advertising,” it usually means Level 1 (automated bidding) — not the generative creative or autonomous campaigns the press release implies. The AI Advertising Maturity Model has four levels: … Read More
13 min -
AI StrategyAmazon Advertising Books: What’s Worth Reading, What’s Outdated, and the Learning Stack That Works in 2026
TL;DR — Key takeaways Most Amazon advertising books are outdated within 18 months of publication — the platform rewrites itself faster than print cycles. The books worth reading aren’t the newest ones; they’re the ones that teach principles (campaign architecture, … Read More
12 min -
AI StrategyE-commerce AI GitHub: Best Repos by Category, Production Readiness Guide, and What the Star Count Doesn’t Tell You
TL;DR — Key takeaways GitHub star count is not a proxy for production readiness — the most-starred e-commerce AI repos are usually the easiest to demo, not the easiest to deploy. Four functional categories cover 90% of what brands actually … Read More
13 min -
AI StrategyAgentic AI Foundation: Five Layers, ROACH Framework, and Why Most Deployments Fail at the Architecture Level
TL;DR — Key takeaways Most agentic AI failures aren’t model failures — they’re foundation failures. The agent does exactly what it was designed to do, but the design had no floor for when it should stop. A functional agentic AI … Read More
15 min -
AI StrategyE-commerce AI Automation: Three-Layer Architecture, Automate/Augment/Avoid Framework, and Highest-ROI Use Cases
TL;DR — Key takeaways 71% of B2B businesses use AI in e-commerce operations — but only 20% use it systemically across multiple workflows. The gap between those two numbers is where the real competitive advantage lives. Three-layer automation architecture produces … Read More
13 min -
AI StrategyHow to Get an Amazon Vendor Central Account: Four Paths, Real Economics, and the Roster Reality
TL;DR — Key takeaways Amazon Vendor Central is invite-only, but there are four concrete paths to getting that invitation — passive waiting is the least effective of them. The informal sales threshold for triggering Amazon’s attention: roughly $1M+ annualized sales … Read More
13 min -
AI StrategyBest AI Tools for Brands: Four-Category Stack, IP Risk Guide, and Decision Matrix
TL;DR — Key takeaways 65% of organizations now regularly use generative AI — but most brands start with the wrong tool category and end up with voice drift within six months. The right frame isn’t “best AI tool” — it’s … Read More
13 min -
AI StrategyAgentic AI Business Solutions Architect: Five Core Decisions, Role Definition, and When You Actually Need One
TL;DR — Key takeaways An agentic AI business solutions architect designs the system-level decisions for autonomous AI deployments — orchestration logic, tool integration, memory architecture, human-in-the-loop design, and governance — not just the individual agent prompts The role is distinct … Read More
14 min -
AI StrategyHow to Close Amazon Vendor Central Account: Pre-Closure Checklist, Process, and What Happens to Your Inventory
TL;DR — Key takeaways Amazon Vendor Central has no self-service “close account” button — closure requires a formal request through Vendor Central support, and Amazon typically takes 30–60 days to process it Before requesting closure, resolve all open purchase orders, … Read More
12 min -
AI StrategyAI Generator for Brands: The Three-Tool Stack, Visual IP Risk, and How to Actually Choose
TL;DR — Key takeaways There is no single AI generator that covers all brand content needs — the brands doing this well run a 3-tool stack: text generator, image generator, and brand governance layer Adobe Firefly is the safest commercial … Read More
13 min
