Former Twitter CEO Parag Agrawal founded the Artificial Intelligence firm, Parallel Web Systems, which has raised $100 million, aiming to build web search infrastructure for artificial intelligence agents, adding that it will also be used to fund deals with online content owners.
According to the details, Parag’s firm managed to raise the Series A round, which has valued the company at $740 million. It was co-led by venture firms Kleiner Perkins and Index Ventures.
About Parallel:
With the AI agents increasingly becoming the web’s primary users, Parag’s new firm is dealing with building application programming interfaces (APIs) that help AI systems search the live web for up-to-date information to complete tasks.
According to Parag, Parallel helps its enterprise customers write software code using AI agents. Also, Parallel helps customers analyze customer data for sales teams and assess risk for insurance underwriting. All the areas require high-quality web data, which Parag feels is vital.
Parallel claims its technology was superior compared to built-in web search functions, which are offered by AI-model providers.
The startup has stated that its systems return optimized content which are designed to feed directly into an AI model’s context window. This helps in operational cost cuts for customers, reduces false information, and improves accuracy, the startup claims.
How New Fund be Used?
The startup aims to use the funding for product development and customer acquisition.
Apart from this, Parag Agrawal is also mulling to use the funds to solve web content which are being blocked behind paywalls and login barriers. This would help people have more access to information.
Among others, Parag Agrawal is planning to develop an “open market mechanism”, which would include an economic model for publishers to continue keeping content accessible to AI systems.
Earlier, Parag Agrawal founded Parallel in 2023 and launched its first products in August 2025. The startup had raised $30 million in January 2024.
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