Xcout Intel
Parallel
Parallel provides web infrastructure and APIs that enable AI agents and applications to search, extract, monitor, and reason over real-time information from the web. The platform serves developers and enterprises by delivering fresh, cited context, automated research reports, data enrichment, and structured alerts for various business use cases.
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Parallel at a glance
Parallel is an ai/ml company headquartered in United States. Its most recent funding round, Series B, raised $100M in April 2026. Xcout recorded 67 job postings from Parallel in the last 90 days, naming tools such as Palo Alto Networks, Amazon SageMaker, Confluence.
Parallel funding rounds
Every round on record:
| Date | Round | Amount | Investors |
|---|---|---|---|
| Series B | $100M | 7 named |
Who invested in each round, lead investors, valuations and the co-investor graph — open the full funding history →
Hiring at Parallel
Xcout recorded 67 job postings from Parallel in the last 90 days, from a hiring record Xcout has kept since July 2026.
Tools named in Parallel's job postings
The weekly hiring trend, the roles and locations behind it — see Parallel's hiring signals →
Recent Parallel news
Investors
Tech stack
Parallel competitors
A few of Parallel's closest competitors — see the full list of competitors and alternatives →
Keenable provides independent web search infrastructure and APIs specifically designed for artificial intelligence labs and autonomous agents. The company offers products including a search API for agents and a time-machine search tool that retrieves content from historical web page snapshots.
Contextual AI provides a context engineering platform that enables enterprises to build, orchestrate, and deploy specialized AI agents. The platform integrates enterprise data sources with AI models to automate complex technical tasks, root cause analysis, and knowledge management for industries such as financial services, engineering, manufacturing, and legal.
Hyperspell provides an enterprise context platform that connects a company's data sources to continuously synthesize them into a single source of truth. The platform supplies structured results and LLM-ready data through a filesystem and APIs to power AI agents and internal tools.
Ceramic.ai provides web-scale search infrastructure for AI agents and LLMs, offering foundation model training infrastructure that enables faster and more cost-effective web searches.
Cala provides search and data infrastructure that processes public information into verified, structured facts for AI agents and developers. The platform offers a single endpoint to access normalized data across multiple industries, including finance, healthcare, legal, human resources, and agriculture.
Tavily AI provides a real-time search engine and search API specifically optimized for AI agents, Large Language Models (LLMs), and Retrieval-Augmented Generation (RAG workflows). It offers fast and secure APIs for web search and content extraction, enabling users to power their applications with its state-of-the-art research endpoint.
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More on Parallel in Xcout Intel
- 1 funding round with the investors in each, and who they co-invest with
- Weekly hiring history and the mix of roles behind it
- 2 corporate events with sources — deals, leadership changes, layoffs
- The full competitor set, tracking, exports and API access