Luciano Ayres · Enterprise AI Leader
The daily brief, real-world cases with graded evidence, and the numbers that move enterprise AI decisions, all in one place.
AI is moving from experiment to default. The US Census Bureau's survey for the two weeks to October 18 found 24.6% of US businesses using AI to produce goods or services, and 50.8% of the 10-K annual reports filed in 2025 mention it. Meanwhile models close to the best cost $4.00 per million tokens on OpenRouter. Leaders should plan for AI in production, disclosed and priced, not piloted.
Edition of October 25, 2026 · Read the edition note
24.6%
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50.8%
3,163 of 6,221 annual reports
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17.4 hours
claude-mythos-preview-early
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$4.00 per million tokens
Gemini 4 Argon
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Focus areas: AI models · Software development · AI search (GEO/AEO) · AI agents · Agentic commerce
A daily AI briefing for C-suite leaders: what changed, why it matters, and what to do next.
· 4 stories
An outside audit found gaps in OpenAI's agent monitoring, the UK funds an AI biosecurity lab, and AI-written proofs find hidden bugs. What leaders should do.
Sources: METR, UK Cabinet Office, Anthropic, Microsoft AI and 1 more
The Week in Enterprise AI ·
AI found critical PHP flaws attackers now exploit, an audit exposed gaps in agent monitoring, and OpenAI models reached Google Cloud. What leaders should do.
· 5 stories
AI-discovered PHP flaws are under active attack, OpenAI models reach Google Cloud, and agent skills get a neutral home. What enterprise leaders should do next.
Sources: Wiz, BleepingComputer, Fortune, Anthropic and 4 more
Real organizations and what they did with AI: what it measurably changed, how strong the evidence is, what went wrong, and how to adapt it in your organization.
Customer Service · Energy & Utilities
76%
Customer satisfaction score for Arlo's email replies, three-month UK trial, 2026
PromisingEvidence B: Disclosed
Sales & Marketing · Technology & Telecom
nearly 40%
Rise in sales through the customer service team since the AI assistant was deployed, 2024 to 2025
PromisingEvidence C: Reported
Legal & Compliance · Professional Services
93%
Users reporting productivity gains, CMS internal analysis, 2025
PromisingEvidence B: Disclosed
I help companies cut through the AI noise, identify the right opportunities, and turn strategy into measurable results.
Turning AI from isolated experiments into a scaled, governed capability with measurable business outcomes.
Playbooks, standards and tools that help engineering teams deliver higher-quality software faster with AI.
Building and scaling global, cross-functional teams with strong engineering culture and sustainable growth.
