Growth strategy, AI, and field notes from real work.
Source-backed analysis for leaders building practical AI systems, CPG growth, retail execution, and modern search visibility.
InsightsThe CPG AI Operating System: Build Growth From Signal to Reorder
A high-level blueprint for connecting product truth, consumer intelligence, retail sales, digital shelf content, operations, and measurement into one practical AI system.
InsightsAI Models Are Shipping Faster: A 2026 Business Upgrade Playbook
New AI models arrive faster than most companies can evaluate them. Here is how to capture better capability and lower costs without rebuilding your business every release.
InsightsThe 2026 CPG Growth Reset: How Emerging Brands Win—and Keep—More Retail Doors
A practical market brief for CPG, RTD beverage, and supplement founders on retail-door strategy, market identity, buyer readiness, velocity, and AI-assisted sales execution.
InsightsAI Consulting in 2026–2027: From Strategy to Measurable Business Value
A practical guide to AI consulting, implementation, and automation—how to choose the right opportunities, control risk, and turn AI strategy into measurable operating results.
InsightsThe Hidden Cost of an Outdated Website: Lost Leads and Lost Revenue
An old website rarely fails all at once. It quietly creates friction, weakens trust, and sends ready-to-buy customers to competitors. Here’s where the money disappears — and how to stop the leak.
NewsThe State of AI: June 2026 Benchmarks & Model Releases
MiniMax-M3, Claude Opus 4, GPT-5, Llama 4 — the model race didn't slow down. Here's what shipped, what regressed, and which models are actually worth your money in June 2026.
InsightsPI and Hermes: Building AI Agents That Actually Ship
What separates toy demos from production-ready agents? We break down the architecture behind PI (a coding agent harness) and Hermes (an open-weights agent framework) — and what we learned wiring them into real client work.
InsightsWhat We Learned Deploying AI Agents for Real Businesses
Six months, eleven deployments, four hard-won lessons. Here's what we wish someone had told us before wiring AI agents into real businesses — and what we'll do differently next time.
Start with one conversation
Find the next move
worth making.
A 15-minute growth review to clarify the priority, fit, and next step.