Observation + Analysis → Published judgment

Technical capabilities

Technical decisions translated into C-level language: LLMs vs. ML, RAG, fine-tuning, agents, computer vision, RPA. When to use each tool and at what cost.

Professional man working on a laptop, illustrating 'How Artificial Intelligence Is Transforming E-commerce
CAPABILITIES · OCT 2024

How Artificial Intelligence Is Transforming E-Commerce in Mexico

AI is transforming Mexican ecommerce on four fronts: WhatsApp + AI (the country’s #1 channel), dynamic pricing adjusted to the local market, fraud scoring for LATAM cards, and conversational support 24/7. Stores that ado

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Professional man in a modern workspace, illustrating “How Machine Learning Is Changing the Game in Commerce
CAPABILITIES · SEP 2024

How Machine Learning Is Changing the Game in Ecommerce: Machine Learning in Ecommerce

Machine learning in ecommerce moves the needle in four areas: contextual recommendations, dynamic pricing, fraud scoring, and demand forecasting. The difference between ML that works and ML that costs: clean data + clear

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Professional woman in front of a planning board, illustrating “How to Improve the User Experience in Your Ecommerce with Chat
CAPABILITIES · SEP 2024

How to Improve the User Experience in Your Ecommerce with Chatbots

Chatbots improve the ecommerce UX when: 1) they’re trained on your catalog (RAG), 2) they perform real actions (check an order, apply a coupon), 3) they escalate to a human with context when they can’t help, 4) they lear

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eCommerce Chatbots: How to Implement Them to Improve the Customer Experience
CAPABILITIES · AUG 2024

eCommerce Chatbots: How to Implement Them to Improve the Customer Experience

Implement eCommerce chatbots in 4 steps: 1) choose a stack (Tidio/Manychat for no-code, or a custom LLM to stand out), 2) load your catalog + FAQ via RAG, 3) define critical workflows (order status, returns, recommendati

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Executive team analyzing a decision in a boardroom
CAPABILITIES · AUG 2026

AI agents: what they are and when to use them in your operation

What an AI agent is, how it differs from a chatbot or a workflow, which processes at your company are good candidates, and how to manage the risks.

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Executives reviewing a data dashboard in a dark room
CAPABILITIES · AUG 2026

RAG explained for executives: your company talking to its documents

RAG connects AI to your contracts, manuals, and policies so it can answer with citations to your actual information. What it solves, what you need, and when it makes sense.

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Monitor with clinical data beside patient files and a stethoscope
CAPABILITIES · JUN 2026

Medical schema, Google Business, and authority: the infrastructure that helps AI trust a specialist

The three infrastructure components that make a doctor citable by Google and AI engines: structured data (schema), Google Business Profile, and verifiable authority signals.

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Doctor explaining test results to a patient on a screen
CAPABILITIES · JUN 2026

SEO, GEO, AIO, and AEO for doctors: why you don’t appear on Google or ChatGPT

The four layers of digital visibility for medical practices—SEO, AI Overviews, generative engines, and answer engines—explained for specialists and those shaping their strategy.

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Lines of code projected in orange tones against a dark background
CAPABILITIES · JUN 2026

JSON-LD schema for citations in AI engines: a practical guide

The five schema types that matter most for helping AI understand and cite your brand — Organization, Person, Service, FAQPage, and Article — with the implementation order, errors that invalidate rich results, and a compl

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Global network of connected data nodes
CAPABILITIES · JUN 2026

What Is GEO (Generative Engine Optimization) and How Does It Work in Mexico?

GEO (Generative Engine Optimization) is the discipline that gets ChatGPT, Perplexity, Gemini, and AI Overviews to cite and recommend your brand in their answers. Unlike SEO, it doesn’t compete for rankings in a list; it

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