Artificial intelligence for brands
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AI for brands and manufacturers · Marketing · Agentic commerce
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AI StrategyAI Deployment Engineer: What Your Brand Actually Needs
TL;DR — Key takeaways An AI deployment engineer bridges the gap between a validated model and a production system generating real business value — most brands confuse this role with a data scientist or prompt engineer. Forward-deployed engineering postings grew … Read More
Carlos Martínez Barriga 16 min read
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EcommerceThe AI Benchmarks Were Wrong: GPT-5.5 Leads by 16 Points on the Test That Actually Counts
Executive Summary Fact: DeepSWE, a 113-task evaluation by startup Datacurve, scores GPT-5.5 at 70% and Claude Opus 4.7 at 54% — a 16-point gap that standard benchmarks completely obscured. Impact: Enterprise AI buyers have been making model selection decisions based … Read More
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AI StrategyHow to Build an MCP Server: The Business Leader’s Blueprint
TL;DR — Key takeaways The MCP server registry grew from 1,200 to 9,400+ servers between Q1 2025 and April 2026 — yet most enterprise-critical workflows still require a custom build because they involve proprietary data public servers cannot access. 78% … Read More
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AI StrategyHow to Build an MCP Server: The Brand Leader’s Guide
TL;DR — Key takeaways Building an MCP server takes 30 minutes. Governing it in enterprise takes 3–8 weeks — most guides skip that part entirely. 5,000+ public MCP servers exist as of Q2 2026; fewer than 8% address brand or … Read More
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EcommerceClickUp Replaced 290 Employees With 3,000 AI Agents. Is the 100x Org the New Normal?
Fact: ClickUp eliminated 290 roles — 22% of its workforce — and deployed roughly 3,000 AI agents internally, putting agents and humans at a 3:1 ratio. Impact: CEO Zeb Evans is introducing million-dollar salary bands for employees who generate “100x … Read More
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AI StrategyAI Solutions Engineer: What the Role Really Demands
TL;DR — Key takeaways The AI solutions engineer role has fundamentally shifted: in 2025-2026 it’s about orchestrating LLM agents and production pipelines, not training models from scratch. 78% of enterprise AI projects fail to meet business objectives in year one … Read More
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EcommerceWhy 1,300 Brands Now Pay to Track Their AI Search Presence
Fact: Berlin startup Peec AI crossed $10 million in annualized revenue — 1,300+ brands are paying monthly to track whether they appear in ChatGPT, Gemini, and Perplexity results. Impact: Klarna’s new Shopping Search app connects 100 million products to ChatGPT … Read More
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AI StrategyMCP Use Cases: The Brand & Enterprise Playbook
TL;DR — Key takeaways MCP SDK downloads surged from 100,000 to 97 million per month in 18 months — the fastest enterprise AI integration standard ever adopted. The highest-ROI MCP use cases for brand manufacturers are rarely the most-publicized ones; … Read More
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AI StrategyMCP Use Cases for Business: The Executive Playbook
TL;DR — Key takeaways MCP SDK downloads surged from 100K to 97 million per month in 18 months — faster adoption than any enterprise integration standard in recent history. Brands connecting MCP-orchestrated agents to catalog and supply chain operations report … Read More
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Alibaba’s AI Ran 35 Hours Without a Human — Then Outperformed the Manufacturer
Executive Summary Fact: At the Alibaba Cloud Summit in Hangzhou on May 20, 2026, Alibaba unveiled Qwen3.7-Max — a model that ran autonomously for 35 consecutive hours, executed 1,158 tool calls, and achieved a 10× performance gain on a chip … Read More
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AI StrategyForward Deployed Engineer: The Brand Leader’s Guide
TL;DR — Key takeaways A forward deployed engineer (FDE) is an engineer embedded inside your organization to close the gap between AI capability and business outcome — demand for this role has surged 800% in 2026. 95% of enterprise generative … Read More
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EcommerceWalmart’s Sparky Agent Is Lifting Orders by 35%: The Agentic Commerce Wake-Up Call Brands Can’t Skip
Executive Summary Fact: Walmart CEO John Furner confirmed on the Q1 FY2027 earnings call that Sparky AI agent users generate 35% higher average order values — with units purchased through Sparky rising fourfold in a single quarter. Impact: Walmart is … Read More
