{"name":"AutoData Systems","domain":"openreview.net","url":"https://optimly.ai/brand/autodata-systems","is_claimed":false,"categories":["data-analytics-business-intelligence"],"headers":[{"header":"Overview","sections":[{"key":"short_description","label":"Tagline","shape":"text","content":"Requires minimal human intervention (only natural language instruction), utilizes a robust multi-agent architecture with an oriented message hypergraph, introduces a novel hypergraph cache system for efficient collaboration and token cost mitigation, and demonstrates superior performance compared to baseline methods on benchmark datasets and challenging tasks.","source_type":"1p_website","source_label":"Brand's website","source_url":"https://openreview.net","updated_at":"2026-10-04T00:06:02.359000+00:00"},{"key":"description","label":"Description","shape":"text","content":"AutoData is a novel multi-agent system designed for automated web data collection, leveraging large language models (LLMs) and a robust multi-agent architecture. It aims to efficiently gather high-quality web-sourced datasets with minimal human intervention, addressing the scalability, adaptability, and cost issues of conventional and existing LLM-based data collection methods.","source_type":"1p_website","source_label":"Brand's website","source_url":"https://openreview.net","updated_at":"2026-10-04T00:06:02.359000+00:00"}]},{"header":"Offerings","sections":[{"key":"core_capabilities","label":"Core capabilities","shape":"text","content":"AutoData\na multi-agent system for automated web data collection\nfeaturing an oriented message hypergraph coordinated by a central task manager and a hypergraph cache system to optimize multi-agent collaboration and mitigate token costs.","source_type":"1p_website","source_label":"Brand's website","source_url":"https://openreview.net","updated_at":"2026-10-04T00:06:02.359000+00:00"}]},{"header":"Audience","sections":[{"key":"target_industry","label":"Target industry","shape":"text","content":"Organizations and systems requiring high-quality web-sourced datasets for data-driven applications and AI technologies, with demonstrated applicability across academic, finance, and sports domains for live data collection.","source_type":"1p_website","source_label":"Brand's website","source_url":"https://openreview.net","updated_at":"2026-10-04T00:06:02.359000+00:00"}]}],"last_refreshed_at":"2026-10-04T00:06:02.359000+00:00","last_changed_at":"2026-10-17T23:34:16.257303+00:00","claim_url":"https://app.optimly.ai/sign-up?claim=36b5a6d6-32a2-46f9-94a8-f4720677947f"}