Building the private markets data infra for AI agents

Hey everyone, I’m Shiv, heading GTM for akta.pro. For the last three years, our team at Wokelo AI has been building investment research infrastructure trusted by global enterprises. But a few months ago, we realised there was a bottleneck while playing around with AI agents and LLM orchestration workflows. Every time we tried to give an agent an unstructured web search tool or a standard scraper to look up private companies or market signals, it felt like pulling teeth. They'd hallucinate data...