New API Lets AI Models Access Live Web Data in Real Time

Parallel Web Systems, founded by ex-Twitter CEO Parag Agrawal, reached a $2 billion Series B valuation by solving a key limit: most AI language models work only with static training data. The company's API converts live web content into a format AI systems can quickly process, enabling real-time analysis for code generation, market research, and risk assessment while reducing computational load.