04/04/2026
Why inference demand will surpass training demand faster than expected
For the past several years, most discussions around artificial intelligence infrastructure have focused on one thing: training large AI models. Headlines about massive GPU clusters, billion-dollar investments, and months-long training runs have dominated the conversation. But a quieter shift is […]
04/03/2026
Telegram for e-commerce: automation and customer retention
E-commerce competition has never been higher. Online stores are fighting not only for traffic but also for customer attention and loyalty. Traditional tools like email marketing and paid advertising are becoming more expensive and less effective as users grow tired […]
04/02/2026
How AI workloads reshape data center ROI calculations
Data centers have long been the invisible infrastructure powering the digital economy. For years, their economics were relatively predictable: companies invested in servers, storage, and networking equipment, then generated revenue by hosting applications, websites, and enterprise systems. But the rise […]
04/01/2026
Compute-backed revenue vs usage-based pricing: what’s more stable?
As artificial intelligence continues transforming the global technology landscape, one question increasingly appears in discussions between founders, investors, and infrastructure providers: what is the most stable revenue model for AI-powered platforms? Two dominant models are emerging in the AI economy: […]
03/31/2026
Predictive CRM: using AI to anticipate customer needs
Customer expectations have changed dramatically over the past decade. Today’s buyers expect companies to understand their needs before they even ask. Whether it’s a product recommendation, a timely discount, or a perfectly timed follow-up message, modern customers expect businesses to […]
03/30/2026
Why AI infrastructure funds behave differently from venture capital
Artificial intelligence is reshaping entire industries – from finance and logistics to healthcare and media. But behind every AI breakthrough lies something far less visible yet equally important: infrastructure. AI models require enormous computing power. Training a single large-scale model […]
