Agents at Work
The Agentic Enterprise: Beyond the Survivorship Bias
Salesforce data shows a 3x surge in agent adoption, but the real story lies in the complex economics and the hurdles of scaling autonomous workflows.
◆ Dana Ellison
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Dana Ellison
Enterprise AI agents, workplace automation, agentic tools in business, and productivity agents.
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Agents at Work
Seven Critical CVEs in 18 Months: Langflow’s Architecture Is the Vulnerability
The CISA deadline has passed. Organizations still running IBM Langflow are now in active-exploitation territory — and the pattern of unsandboxed exec() means patching is a temporary fix against a structural problem.
◆ Dana Ellison
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Agents at Work
The Cost Paradox: Why Companies Are Freezing Entry-Level Hiring Before AI Actually Works
Nearly 1 in 4 CHROs report entry-level hiring freezes tied to AI automation. But only 20% of organizations have seen significant value from the tools driving those cuts.
◆ Dana Ellison
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Agents at Work
Cisco Is Deploying AI Agents to All 90,000 Employees. Here’s What the Economics Look Like.
The Fortune 500 company is restructuring its entire workforce around personalized AI agents. The financial logic is aggressive — $2B to $9B in AI orders, 52% stock gains — and every other enterprise is benchmarking against it.
◆ Dana Ellison
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Agents at Work
The Junior-Gap Paradox: Stanford Data Shows AI Is Hollowing Out Entry-Level Knowledge Work
AI agents are boosting less-experienced workers' productivity while firms cut the entry-level roles they'd traditionally fill. The structural hollowing is already underway — and the talent pipeline is at risk.
◆ Dana Ellison
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Agents at Work
Industry Shipped Agent Plugins 1.0 While the Standards Body Debated
OpenAI, AWS, Microsoft, Google, and Cursor co-developed a working packaging format for agent skills. The IETF was still debating governance. Who controls distribution controls monetization.
◆ Dana Ellison
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Agents at Work
DoD Authorizes Salesforce Agentforce 360 at Impact Level 5
The defense sector just became a customer for agentic AI, not a researcher. A $5.6B Army contract and IL5 clearance for autonomous agents mark the start of production-grade government AI.
◆ Dana Ellison
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Agents at Work
The AI Rehire Correction Paradox: 87K Cuts YTD, but a Third of Companies Are Already Reversing Course
A survey-driven data set shows 55% of leaders regret their AI redundancies and 32% have rehired for eliminated roles. The correction wave is accelerating faster than the cuts themselves.
◆ Dana Ellison
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Agents at Work
Monday.com Just Changed How Enterprise SaaS Gets Priced. The Per-Seat Model Is Not Coming Back.
The company cut 20% of its workforce and shifted to a hybrid model where AI credits sit alongside seat subscriptions. Other SaaS companies are watching.
◆ Dana Ellison
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Agents at Work
Oracle Is Not Adding Another AI Model to the Menu. It Is Embedding Google’s Brain in the Kitchen.
The expanded Google Cloud partnership puts Gemini inside Fusion Applications and NetSuite — not as another option in the dev toolkit, but as native intelligence in the apps that run the business. The platform layer is responding to protocol maturation.
◆ Dana Ellison
