Agentic AI
Autonomous agents, drift & the automation frontier.
125 articles
The AI Control Gap
IBM finds that two-thirds of enterprise technology leaders face a growing gap between accountability for AI and control over agents in production.
June 17, 2026
When AI Agents Collide
Independent AI agents can improve every channel metric while degrading the customer journey. Build shared context, arbitration, and observability before scale.
June 17, 2026
eBay Banned Shopping Agents. The Consent War Is Just Starting.
eBay banned outside buy-for-me agents. Amazon is litigating the same boundary with Perplexity while AP2 and Verifiable Intent try to make consent provable.
June 16, 2026
AI Agent Failures: The Invisible Cost
ChatSee raised $6.5M to solve a problem enterprises just discovered: their production AI agents are failing silently. 39% accuracy drops go undetected.
June 13, 2026
AI Agents' Audit Trail Problem: The Compliance Blindspot
Your autonomous agents are making decisions you can't see, in ways you can't explain, faster than your audit infrastructure can track. Regulators are noticing.
June 12, 2026
The Token Audit Gap: Why AI Costs Exploded
Uber burned $951M on AI in Q1 2026. But can't prove the value. That's the token audit gap. And it's about to blow up every enterprise AI budget.
June 12, 2026
Why CMOs Can't Approve What AI Agents Do Anymore
Only 26% of enterprises say AI governance keeps pace with deployment. The real precedent and operating model CMOs need before agents act.
June 12, 2026
CMO vs CIO: The AI Agent Divide
CMOs are shipping AI agents for growth while CIOs pull the brakes on risk, and both are right. The structural fixes that end the standoff without the incidents.
June 11, 2026
Agentforce Got a Command Center. Your Marketing ROI Is Still a Black Box.
Salesforce built the observability layer the category was missing. The harder question remains: which agent decisions caused incremental revenue?
June 9, 2026
LinkedIn's Authenticity Trap Is Actually Hiding AI Agent Fraud
LinkedIn penalizes reposted content and rewards original voices. AI agents generate original posts that pass the authenticity test, poisoning professional trust signals by Q4 2026.
June 7, 2026
AI Agents Are Collapsing Travel Economics
AI travel agents challenge the search friction, information asymmetry, and paid demand capture that held up the old travel economy.
June 4, 2026
AI Agents Invisible to Fraud Detection
When a shopping assistant and a fraud bot are indistinguishable, the bot/human binary collapses. Here's what happens next.
June 3, 2026
AI Shopping Agents Are Hijacking Brand Decisions
When customers deploy AI shopping agents, brands lose control of purchase decisions. Compromised agents make bizarre buying choices, sabotage competitors, and destroy brand trust before the brand knows what happened.
June 3, 2026
Why Your Store Can't Sell to AI Agents Yet
McKinsey projects $1.6T agentic commerce by 2030. But most stores can't complete a checkout with an AI. The infrastructure exists. It's not being used.
June 2, 2026
MMM's Agentic Crisis: Why AI Can't Measure
Hershey's $2B measurement blind spot reveals the real problem: agentic AI is optimizing metrics it can't see. Two layers of black boxes stacked on top of each other.
June 2, 2026
AI Agents Are Leaving No Audit Trail
73% of enterprise agentic AI systems lack audit capabilities. The regulatory wall is coming. Here's what to build now.
June 1, 2026
Google AI Mode: The Worst Product Ever Shipped
When 93% of searches end with zero clicks, Google weaponized its own platform against itself. The math doesn't work.
May 29, 2026
AI Agent Decisions: When Autonomy Breaks Accountability
Agentic AI systems manage marketing budgets in black boxes. When they fail, you can't explain why. This is the emerging liability.
May 27, 2026
AI Vendor Lock-In Starts Early
Agentic AI switching costs come from prompts, tools, memory, evals, and approvals. Keep the workflow contract portable before renewal season.
May 26, 2026
AI Agents Are Breaking Your Marketing Measurement
The individual human customer journey no longer exists. Your measurement infrastructure is built on assumptions that stopped being true. Here's what CMOs are actually doing about it.
May 26, 2026
AI Agents Don't Replace Workers - They Replace Teams
Eight-person marketing departments are becoming 2–3 AI agents plus one human strategist. Here's what that means for your role.
May 26, 2026
Why 95% of AI Marketing Projects Fail
MIT found 95% of AI marketing initiatives collapse within 18 months. It's not the technology. It's how teams implement it. Here's what separates the 5% that succeed.
May 26, 2026
AI Fake Reviews Poison Ecommerce Agents
Your AI recommends products trained on poisoned reviews. Customers get disappointed. Competitors profit. Here's how to defend against it.
May 25, 2026
AI Agent Hallucinations in Customer Service: The $2.4M Liability Trap
Your AI told a customer they can return after 6 months. Your policy is 30 days. Now they're on Reddit with 47K upvotes.
May 21, 2026