Blog
amaiko Insights
Thoughts on AI, knowledge management, and the future of work.
You Don't Need 100 AI Agents — You Need One That Works
Enterprise AI is repeating the fragmentation mistake of the 2000s. Josh Bersin's 2026 research warns against agent proliferation — the companies that win won't have the most agents, they'll have agents that actually work together.
Why Cheaper Copilot Still Won't Fix Your AI Problem
Microsoft cut Copilot's price to $21 for SMBs. But price was never the real barrier — stateless memory, single-agent architecture, and poor ROI were. A cheaper tool that doesn't work is still a tool that doesn't work.
Shadow AI Is Already in Your Company — You Just Don't Know It Yet
78% of employees using AI at work bring their own tools. That's not an adoption win — it's a compliance crisis hiding in plain sight.
GDPR and AI: Why 'We'll Be Compliant Eventually' Isn't Good Enough
The EU AI Act is here. GDPR fines are climbing. If your AI vendor promises compliance 'soon,' that's not a strategy — it's a liability.
Copilot vs. a Real AI Assistant: What Microsoft Won't Tell You
Microsoft Copilot costs €30/month and forgets everything between sessions. Here's an honest comparison of what it can and can't do.
Why Most Companies Don't Need an AI Strategy — They Need an AI Colleague
The AI consulting industry wants to sell you a 6-month roadmap. Your team just needs something that works where they already work.
The Knowledge Drain: Why Your Best Employee Leaving Costs More Than Their Salary
Employee turnover costs go far beyond recruitment. The real damage is the institutional knowledge that walks out the door — and never comes back.
Your Team Already Lives in Microsoft Teams — Your AI Should Too
Every new SaaS tab costs your team focus and context. AI that lives where work happens beats AI that lives in another browser tab.