In CMSWire, Greg Kihlström explains the brand governance work marketing teams face as Adobe MAX 2026 opens new routes for AI agents into creative files.

Forrester on agentic advertising's productivity paradox, Amazon's outcome-based pitch at unBoxed 2026, and the AI governance strategy gap, plus HBR's Stefan Thomke on company essence. Codify brand intent before agents optimize your media.

Forrester's Christina Schmitt on the insight-to-action gap, Forrester's agent liability ranking, Deloitte's AI control trap in HBR, and McKinsey on AI quality operations. Measure decision latency and assign decision rights by consequence.

Greg Kihlström recaps Forrester’s Technology & Innovation Forum East for CMSWire and what unclear AI agent decision rights mean for marketing teams.

Forrester's Geoff Cairns on least agency, Gartner's 4 percent AI ROI figure, HBR on sycophantic AI at BT Group, and HBR on outsourcing. Set access, authority, and autonomy for every agent, and name who adjusts them.

HBR's Das Narayandas on why employees override AI that outperforms them. Narayandas, Forrester's Laura Cross, Gartner, and HBR's Julian De Freitas on transferring decision authority before you scale.

AI agents are now the majority of web traffic. At ContentCon 2026, Contentstack made the case that structured content is how brands stay visible to them. Greg Kihlström's CMSWire recap.

McKinsey finds 53% of consumers used AI to shop in the past three months. McKinsey and Forrester authors on serving the agents customers now send ahead.

Gartner finds employees redirect 21% of AI-freed time to higher-value work. Gartner, HBR, and Forrester authors on assigning freed capacity before you count it.

Forty-four percent of CEOs struggle to show AI returns. Forrester, Gartner, HBR, and Domo's CMO on reporting AI outcomes to finance before the 2027 budget locks.

MAICON 2026 recap: replacing junior marketers with agents cuts the roles where judgment gets built. Greg Kihlström on apprenticeships and the review tax.

Thirteen percent of CIOs in Gartner's new survey report significant AI value. Gartner, Forrester, and HBR authors on stopping rules, agent registries, ContextOps, and budgeting for oversight before the savings arrive.

Marketing, sales, and customer success each deploy their own AI against the same customer. Forrester, Marketing Week, and McKinsey authors on decision rights, written-down judgment, and pricing AI at higher costs.

Greg Kihlström in MarTech on how consumer AI agents like Meta’s Muse change access, measurement, policy, and loyalty decisions for brands.

Your competitors run the same models on the same public data. McKinsey, HBR, and Marketing Week writers on owning your context, escaping average output, and showing finance your working before 2027 budgets close.

This article was written by Greg Kihlström for CMSWire. How many of your website visitors does your CDP already recognize, and how many still see the same site as a first-time visitor, even though they know your brand?

When an AI agent buys for your customer, another company can end up holding the record of what the customer asked for and whether the purchase worked. Choudary in HBR, Tesco Media, Kantar, and Gartner on who holds outcome records and how to get yours.

This article was written by Greg Kihlström for CMSWire. I am not aware of anyone publishing an annual argument that revenue is good. There is no Profit Day. Finance leaders don't spend a designated day each year explaining to colleagues why margin belongs in the planning cycle.

Someone chose the target that each optimizing system in your marketing stack works toward. JP Castlin, Les Binet and Dom Boyd, and two Gartner analysts published this week on who chooses it and how many decisions marketers run against it.

Christian Catalini writes in HBR that verification now limits what companies get from AI. Marketing Week data on talent and AI search, and Korn Ferry on adaptability, lead to one practice: log every override.