AI Agents for Customer Discovery Automation: A Buyer's Framework
AI agents customer discovery automation hit a milestone as Listen Labs raised $69M. A framework for judging whether it can scale your interviews.
Carlos Arias · 5 min read
Author
Carlos Arias
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Agentic Websites Are the Future: Two That Run Themselves
Agentic websites are the future: research, writing, SEO gating, QA, and self-repair, unattended. Two live deployments, and what I'm opening next.
Carlos Arias · 6 min read
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Multi-Agent Orchestration in Production: 5 Patterns
Five multi-agent orchestration patterns shipping in production in 2026 (fan-out, pipeline, supervisor, swarm, debate), and why most never ship.
Carlos Arias · 5 min read
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Why Autonomous AI Agents Are Making RPA Obsolete, And What to Do With Your Existing Automation Stack
How to triage your existing RPA stack before the vendor roadmap forces the decision, where autonomous AI agents vs RPA breaks down by use case.
Carlos Arias · 4 min read
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Build, Buy, or Automate: The 7-Question Framework Every CTO Needs for AI Agent Decisions
A principled AI agent build vs buy decision framework: 7 diagnostic questions drawn from documented failure patterns, real cost data, and procurement post-mortems.
Carlos Arias · 6 min read
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How to Build an AI Automation ROI Business Case Your Board Will Actually Approve
A board-ready AI automation ROI business case template built from published benchmarks: FTE savings model, payback period formula, and FinOps cost stack.
Carlos Arias · 7 min read
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Enterprise SaaS Vendors Rebuilding as AI Agents: The Gaps
Enterprise SaaS vendors rebuilding as AI agents: what Salesforce Slackbot, Anthropic Cowork, and Microsoft Copilot actually shipped.
Carlos Arias · 4 min read
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The Rise of Agentic Websites: Why Law Firm Sites Are Becoming Autonomous
The rise of agentic websites is turning law firm sites from static brochures into autonomous systems that research, publish, and convert. Here is how.
Carlos Arias · 6 min read
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AI Model Routing: The Middleware Layer Your Automation Pipeline Is Missing
A practical AI model routing automation pipeline pattern: match each subtask to the cheapest capable model using quality, speed, and cost heuristics.
Carlos Arias · 7 min read
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Anthropic Opus 5 Is Cheaper and Less Restrictive Than Fable, What That Changes for Your Automation Stack
Anthropic Opus 5 business automation stacks: near-Fable intelligence at half the price, 85% fewer classifier interruptions, here is what changes.
Carlos Arias · 5 min read
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When Agents Go Rogue: AI Agent Containment Strategies Before Your Autonomous AI Reaches Production
The OpenAI ExploitGym breach defines AI agent containment strategies better than any safety framework. Here is the four-layer model it implies.
Carlos Arias · 7 min read
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AI Agents Are Replacing SaaS: What CTOs Must Do Before the $2T Disruption Reaches Their Stack
AI agents are replacing SaaS tools across CRM, support, and HR, erasing $2T in market cap. A category risk map for CTOs with multi-year contracts.
Carlos Arias · 5 min read