Pawel Wilkos

GenAI and ChatGPT proved something important: technology can arrive long before the market is ready to use it. Early on, their potential was clear, but business use cases were not. Large organisations started racing into GenAI anyway, often without the foundations. A Salesforce Consultant recently shared a great example. When Salesforce launched Agentforce in October 2024, clients immediately asked how to use it and whether it was the right choice. Internally, however, the delivery teams...

I recently came across a viral video about a startup offering AI Agents for trading. The pitch looked exciting; the company provides automated research, daily intelligence, and event-driven analysis. On the surface, it sounds like the future of finance. But here’s the catch: the solution seems entirely plug-and-play, with little clarity on whether it can be adapted to a firm’s unique strategy. In trading, that’s not a minor detail, but it’s a dealbreaker. The company also claims it is...