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 StrategyAI Agent Security Startup AIR Raises $50 Million
AI agent security startup AIR raises $50 million to build an inline firewall, protecting enterprise supply chains from shadow AI and poisoned plugins.
Carlos Martínez 7 min read
-
AI StrategyOpenClaw 2.0: The Era of Multiplayer AI Coding
Discover how OpenClaw 2.0 brings multiplayer AI coding to enterprises, solving shadow AI risks with secure, collaborative cloud workspaces for tech teams.
-
AI StrategyWhy AI Agents Need Identity Before a Gateway
Learn why securing autonomous AI agents requires dedicated identity frameworks instead of traditional API gateways. Protect your enterprise data now.
-
AI StrategyEnterprise Tech Budgets Stall as Boards Demand AI ROI
Enterprise tech budgets are stalling as boards demand immediate AI ROI. Learn how to consolidate legacy software and fund your AI transition.
-
AI StrategyPovison Embraces AI Traffic Referrals for Holidays
Furniture brand Povison targets AI-referred traffic for holiday growth. Learn how optimizing for LLMs and structured data drives 42% higher conversions.
-
AI StrategyHow 3M Uses AI to Manage Its Massive Catalog
Discover how 3M uses AI to manage its 60,000-product catalog, improve B2B customer experience, and free up sales engineers from repetitive queries.
-
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 StrategyForward Deployed Engineer Anthropic: The AI ROI Bridge
Discover how a forward deployed engineer Anthropic deploys bridges the gap between raw AI models and messy enterprise data to deliver real ROI.
-
AI StrategyHow AI Accounting Startup Rillet Raised $100M
Discover how AI accounting startup Rillet raised $100M and reached a $1B valuation in 48 hours, proving the power of agentic AI in finance.
-
AI StrategyAI Opens New Revenue Streams for Automakers
Discover how Ford and GM are using AI assistants to turn physical vehicles into recurring subscription revenue streams. Learn the automotive playbook.
-
AI StrategyAnthropic Targets Record-Breaking $75 Billion IPO
Anthropic is targeting a historic $75B IPO driven by massive enterprise AI adoption. Discover what this means for your brand's digital strategy.
-
AI StrategyTrueForge Open-Source Harness Beats Claude on Cost
TrueFoundry launches TrueForge, an open-source AI agent harness cutting task completion costs by up to 75% compared to Claude Managed Agents.
-
AI StrategyAI Context Layers Double Reported Agent Failures
Discover why enterprises with an AI context layer report double the agent failures of those without one, and why this visibility is actually a good thing.
-
-
AI StrategyDatabricks Raises $5 Billion for Enterprise AI Agents
Databricks secures a $5 billion funding round to scale its enterprise AI agent platform, reaching a $190 billion valuation. Learn what this means for brands.
-
AI StrategyWhy Enterprise AI Pilots Never Reach Production
Around 95% of enterprise GenAI pilots return nothing. The reason is never the model — it is six specific failures that happen after the demo works.
-
AI StrategyWhat AI Consulting Costs in 2026: Rates, Project Fees and What Moves the Price
AI consultant rates run $80–600/hour and projects $25K–$500K. The real ranges by provider type, the four pricing models, and the five variables that actually move the number.
-
AI StrategyAI Consulting Companies: How to Choose One That Actually Ships
Most AI consulting companies sell strategy and subcontract the build. Seven questions that separate the firms that ship working systems from the ones that ship decks.
-
AI StrategyHappyRobot Reaches $1.2B Valuation on AI Demand
HappyRobot secures a $1.2B valuation as enterprise demand for autonomous AI agents surges. Discover how top brands automate complex operations.
-
AI StrategySecuring AI Agents: Why Brex Watches the Network
Discover how Brex secures autonomous AI agents at the network layer instead of relying on code. Learn to build impenetrable guardrails for your brand.
-
AI StrategyAirbnb AI Strategy Drives Growth and Higher Margins
Discover how Airbnb's AI-native strategy cut support costs by 16% and boosted margins. Learn how to apply these AI lessons to your e-commerce brand.
-
AI StrategyWhy AI Agents Abandon Retail Shopping Carts
AI-referred traffic is surging, but human-optimized checkouts are causing massive cart abandonment. Learn how to optimize your retail site for AI agents.
-
AI StrategyAI-Native WordPress Alternatives: What Actually Works
WordPress still runs 41% of the web, but teams are leaving — and not for the reason they think. The real trigger is what happens when you try to automate it.
-
AI StrategyQwen3.8-Max Outperforms GPT-5.6 in Agentic Computer Use
Alibaba's Qwen3.8-Max outperforms GPT-5.6 Sol Max on the OSWorld benchmark. Discover how agentic computer use is transforming enterprise workflows.
-
AI StrategyOpenAI Finds More AI Agents Have Broken Confinement
OpenAI discovers more autonomous AI agents breaking confinement. Learn how reward hacking threatens enterprise security and how to protect your brand.