Imagine if your Teams or Slack messages automatically turned into secure context for your AI agents — PromptQL built it

Imagine if your Teams or Slack messages automatically turned into secure context for your AI agents — PromptQL built it

PromptQL Revolutionizes Enterprise AI Workflows with AI-Native Workspace

Section 1 – What happened?

PromptQL, a spin-off from the GraphQL unicorn Hasura, has unveiled a comprehensive AI-native workspace designed to turn casual team interactions into a persistent, secure memory for agentic workflows. This innovative platform, which pivots from an AI data tool, aims to address the limitations of traditional communication tools like Slack or Teams in serving as a reliable foundation for AI agents. The AI-native workspace automatically tags, assigns, and documents conversations in a centralized wiki, ensuring that conversations are not lost and can be relied upon for future reference.

Section 2 – Background & Context

The modern enterprise often struggles with "coordination theater," where teams spend more time discussing work than executing it. Traditional communication tools have failed to provide the real-time context and secure data access required for AI agents to be truly useful. This has led to "hallucinations" or repetitive re-explaining of codebase conventions. The issue has been highlighted by a viral Hacker News thread in February 2026, which called upon OpenAI to build its own version of Slack to empower AI agents.

Section 3 – Impact on Swiss SMEs & Finance

The introduction of PromptQL's AI-native workspace has significant implications for Swiss SMEs and the finance sector. By automating the documentation and assignment of tasks, businesses can increase efficiency and reduce the time spent on coordination. This can lead to improved productivity, reduced costs, and enhanced competitiveness. Furthermore, the secure and organized format of the platform's internal wiki can help companies to better manage sensitive data and ensure compliance with regulatory requirements.

Section 4 – What to Watch

As PromptQL continues to develop its AI-native workspace, it will be interesting to see how it addresses the specific needs of Swiss SMEs and the finance sector. The company's CEO, Tanmai Gopal, has stated that the goal is to make conversations "do the work," rather than just discussing it. With its innovative approach and potential to revolutionize enterprise AI workflows, PromptQL is certainly a company to watch in the Swiss fintech landscape.

Source

Original Article: Imagine if your Teams or Slack messages automatically turned into secure context for your AI agents — PromptQL built it

Published: March 31, 2026

Author: carl.franzen@venturebeat.com (Carl Franzen)

Disclaimer: This article is for informational purposes only and does not constitute financial advice. Consult a licensed financial advisor before making investment decisions.