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Building the private markets data infra for AI agents
Shiv Vasanda · 2026-05-27 · via DEV Community

Shiv Vasandani

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, fail on entity resolution across parent/subsidiary names, or choke on unstructured news feeds. We realized that if AI agents are actually going to execute sophisticated workflows in complex domains like private equity, lead enrichment, or competitive intelligence, they don't need more web search. They need deterministic schemas, structured outputs, and clean data infrastructure.

So, we built akta.pro. It’s an enterprise-grade private markets data infrastructure platform purpose-built for AI agents, developers, and data teams. Instead of scraping, you get structured, agent-native API products spanning:

Company Data: Deep firmographics and profiles across 20M+ companies.

Company News: Entity-resolved tracking of company mentions.

Industry News: Real-time stories with programmatic AI scoring.

Alternative Signals: Weak signals and non-obvious market indicators.

We just launched and intentionally chose a developer-first, pay-as-you-go pricing model so anyone can start building immediately without hitting an enterprise sales wall.

We currently provide 25 free credits for anyone who signs up to the platform to test it out. I’d love your feedback. You don't even need to write code to test it, you can try our APIs live right now in the Playground at akta.pro.

Let me know what do you think about it, or tell us what datasets you wish your LLMs could access out of the box. Would love to chat and hear your thoughts.

akta.pro