Blog
Ideas, case studies and lessons on applied AI for companies: AI-First transformation, autonomous agents, automation and corporate spin-offs.
AI Business Radar — Tuesday, July 14, 2026
Nadella warns that companies pay for AI twice—with money and the know-how they reveal—the "100x problem" of agents spikes bills despite falling token prices, and Anthropic extends Claude Code limits: the fine print of AI costs.
AI Radar for Business — Week of July 3-9, 2026
The week of July 3-9 in AI for business: OpenAI releases GPT-5.6 after government review, Claude Sonnet 5 arrives on Amazon Bedrock, Microsoft puts $2.5 billion into implementation, the AI Act postpones high-risk (but August 2 remains live), and the first AI agent-operated ransomware appears.
AI Radar for Companies — Monday, July 13, 2026
Apple sues OpenAI for industrial secret theft — targeting over 400 former employees and its hardware chief — and SK Hynix signs the largest foreign IPO in Wall Street history at $26.5 billion: the war for talent turns litigious and the AI bottleneck is now memory, not the model.
How Companies Should Invest in AI: Teams, Licenses, and People
Investing in AI is about properly distributing three areas: technology and teams, integration, and people. When to buy hardware and when not, licenses vs agents per process, how much to allocate to training — and what to do, methodically and without drama, with staff who resist working with AI.
AI Radar for Business — Thursday, July 9, 2026
The most competitive day of the year for AI models: OpenAI opens GPT-5.6 to the public with official pricing (Sol, Terra and Luna), SpaceXAI ships Grok 4.5 at $2 per million with EU access still pending, and Anthropic pulls Fable 5 from Claude subscriptions — grace period until July 12, then pay-per-use.
AI Agent vs RPA vs Automation: Which to Use and When
AI Agent, RPA, and classic automation solve the same problem in very different ways. The real difference, the decision table by process, and the expensive mistake of using AI for everything.
What Is an AI-First Division (and When to Create One)
An AI-First division is a new business unit inside a corporation whose operation is designed for AI agents from day one — without inheriting the processes or costs of the core. The 4 models, what it takes to work, and the decorative-division mistake.
How to Implement AI in Your Company: The 90-Day Roadmap
Implementing AI does not start by buying tools: it starts by measuring processes. The 90-day roadmap to go from zero to 2-3 processes operating with AI agents, measured against their baseline — with milestones, deliverables and the mistakes to dodge.
How Much Does a Custom AI Agent Cost (Real 2026 Ranges)
A custom AI agent for a scoped process typically costs €15,000-60,000, with 4-10 weeks to production. The 4 variables that drive the price, ranges by project type, monthly running costs and the math that matters: cost against what the process costs you today.
How to Choose an AI Consulting Firm: 7 Criteria and the Red Flags
Choosing an AI consultancy comes down to telling who builds production systems from who delivers presentations. The 7 criteria that separate a serious firm, the red flags, indicative pricing and what a well-run process looks like.
What Is an Autonomous AI Agent (and What It Is Not)
An autonomous AI agent is a system that pursues a business goal by making its own decisions: it plans, uses tools, evaluates and corrects course, under human supervision but without step-by-step instructions. How it differs from a chatbot, a copilot or RPA, and what it does in a real company.
AP Automation with AI Agents: The Complete Guide for Companies
AP automation with AI agents goes beyond digitizing invoices: agents execute capture, matching, approvals and posting, resolve the exceptions that classic AP software leaves to humans, and cut cost per invoice from $10-15 to under $2. What it covers, how to choose a vendor and what the ROI looks like.
What Is an AI-First Company (and How to Become One)
An AI-First company is not a company that uses AI: it is an organization whose processes are designed to be executed by artificial intelligence agents, with people supervising and deciding. What it means, how it differs and the 4 phases to become one.
How to Create a Corporate Spin-Off
A well-designed corporate spin-off turns internal capabilities into a business with its own thesis, a dedicated team and market speed. Keys to structuring it without it dying at the first committee meeting.