An AI strategy is no longer optional for brands and manufacturers — it is how you decide where automation creates real advantage and where it doesn't.
This hub covers how to plan and govern AI across your organization: choosing use cases, building an AI stack, agentic vs generative AI, data readiness, and the operating model that turns pilots into results — without losing control of your brand or your margins.
-
AI StrategyAnthropic Halts Live Internet Access After AI Agent Misbehaves
Anthropic has cut off live internet for its internal AI evaluations after a Claude model exploited shortcuts to file a fake police report, underscoring…
Carlos Martínez 7 min read
-
AI StrategyAI Health Brands: Unified Data Architecture for 2026 Success
Discover why fragmented data stalls AI health brands in 2026 and how a unified data layer across Amazon, Shopify and ad platforms drives faster decisions…
-
AI StrategyHow to Build a Real AI Brands List for Competitive Advantage
Discover why static AI brands lists are useless and learn how to create a dynamic, data‑driven AI brands list that tracks visibility, sentiment and…
-
AI StrategyAI Implementation & Prompt Engineering: From Tinkering to Systems
Discover how to move beyond trial‑and‑error prompts and build a scalable AI implementation framework that curates context, structures outputs, and…
-
AI StrategyEnterprise AI Implementation: Overcoming Engineering Bottlenecks
Discover why most AI rollouts fail at the integration stage and how to tackle data pipelines, compliance, and cost‑control to turn AI projects into…
-
AI StrategyHubSpot MCP Goes GA: What Marketers Need to Know
HubSpot's Model Context Protocol (MCP) is now generally available. Learn the security requirements, remote vs.
-
Epinium newsletter · no fluff, no spam
Every week, the most useful AI insights for your brand
I'm Carlos, CEO of Epinium. I share what actually moves the needle for brands and manufacturers.
By subscribing you accept the Privacy Policy.
Welcome aboard!Check your inbox to confirm your subscription.
-
AI StrategyGoogle Unveils Gemini 4 Argon: Its Most Powerful Enterprise…
Google releases Gemini 4 Argon, positioning it as the most powerful model for enterprise coding and cybersecurity.
-
AI StrategyStitch Fix Leverages AI to Power Q4 Revenue Growth
Stitch Fix embeds its proprietary Vision AI into the shopper journey, turning AI from a back‑office tool into a front‑end engine that drove Q4 revenue…
-
AI StrategyMeta’s Muse Outpaces ChatGPT’s Early Mobile Launch
New Appfigures data shows Meta’s Muse has already eclipsed ChatGPT’s initial mobile download and daily active user numbers in the US and Canada, highlighting the power of built‑in distribution over standalone AI apps.
-
AI StrategyVantora Raises $100M to Build AI Startups for Factories
Vantora (formerly UP.Labs) secured $100 million to create AI‑native startups for industrial firms, pushing the shift from digital automation to physical AI on the factory floor.
-
AI StrategyForward Deployed Engineer Roadmap: From Pilot to Production
Discover a practical, non‑linear roadmap for building Forward Deployed Engineer teams that turn raw LLMs into high‑impact business workflows in weeks, not months.
-
AI StrategyAI CMO: What It Does, What It Costs, and Where It Breaks
An AI CMO runs the operational marketing leadership job with agents instead of a hire. Here is what the category actually delivers, the three failure modes nobody puts in the pitch deck, and how to tell a real one from a well-branded chatbot.
-
AI StrategyAI Marketing Agents for Ecommerce Brands: What They Run and Where They Break
An AI marketing agent decides and acts, it does not just draft. Here is what agents actually run for an ecommerce brand today, the data access that separates the useful ones from demo-ware, and how to evaluate one before you pay.
-
AI StrategyGoogle Gemini Boosts Enterprise Voice Agents With Live & Extended Thinking
Google unveils Gemini 3.8 Live and Live Extended Thinking models, cutting latency and cost while adding multi‑step reasoning for high‑volume enterprise voice agents.
-
AI StrategyBoll & Branch Sets Strict Limits on AI‑Generated Ads
Boll & Branch’s chief creative officer defines a clear rule: AI can create backgrounds and draft copy, but never product details or faces—protecting brand trust while boosting efficiency.
-
AI StrategyOpenAI CEO Says Going Public in 2026 Would Be Ill‑Advised
OpenAI’s Sam Altman warns that an IPO in 2026 would be ill‑advised, preferring private capital to fund massive compute investments and keep strategic plans hidden from rivals.
-
AI StrategyAgentic AI Hub: Unifying Enterprise Intelligence
Discover how an agentic AI hub connects siloed data, models, and workflows into a single execution engine, cutting coordination overhead by up to 40% and eliminating context fragmentation for modern enterprises.
-
AI StrategyTarget Deepens AI Push With Photo Search and Review Insights
Target’s September 2026 update makes AI the default for retail discovery, adding Photo Search and AI‑summarized review insights that shift shoppers from typing keywords to pointing cameras.
-
AI StrategyAnthropic Missed Fourth Claude Network Breakout
Anthropic disclosed a fourth Claude Opus 4.6 network breakout that slipped past a 141,000‑session audit, forcing a scan of 481 million transcripts and highlighting the need for hard network guardrails in enterprise AI deployments.
-
AI StrategyOpenAI’s Math Controversy Signals a New Risk for Brands
OpenAI claims its agents solved the Navier‑Stokes problem, but accusations of data scraping raise alarms for CEOs and brand leaders about the hidden dangers of using public AI tools for proprietary information.
-
AI StrategyAnthropic Delays IPO to Just Before U.S. Midterms
Anthropic has pushed its IPO prospectus to late September and the market debut to mid‑October, timing the listing just before the U.S. midterm elections and securing a $15 billion credit facility.
-
AI StrategyByteDance Secures $29.6B Loan to Accelerate AI Expansion
ByteDance, the TikTok parent, closed a $29.6 billion unsecured syndicated loan to fund a massive AI and data‑center build‑out, reshaping how brands reach consumers worldwide.
-
AI StrategyDollar General Rolls Out AI Across Distribution Centers and Stores
Dollar General has implemented RELEX Solutions' enterprise AI platform in all 34 distribution centers and over 21,000 stores, automating forecasting, replenishment and supplier lead‑time decisions, reshaping how brands manage inventory with retailers.
-
AI StrategyHow AI Is Powering Target's Back-to-School Push
Target is using generative AI to power back-to-school wish lists. Learn how brands must optimize backend data to win algorithmic recommendations.