{"version":"1.0","type":"card","id":"ae1fa5a1-70dc-41c5-b02e-420d52975061","url":"https://stacklist.com/card/ae1fa5a1-70dc-41c5-b02e-420d52975061","title":"Modiqo Raises Pre-Seed Round for AI Workflows","source_url":"https://www.prnewswire.com/news-releases/modiqo-raises-pre-seed-round-to-bring-deterministic-ai-workflows-to-enterprises-at-a-fraction-of-the-token-cost-302784345.html","note":"Modiqo, an AI infrastructure company, has secured $3 million in pre-seed funding to assist enterprises in transforming AI experiments into efficient systems. This funding aims to provide deterministic AI workflows at a significantly reduced token cost.","image":{"url":"https://ucarecdn.com/c7a228af-c3e0-4c52-978e-e280117e3dd3/","alt":"Modiqo Raises Pre-Seed Round for AI Workflows","width":945,"height":244},"stack":{"id":"f8553b69-ce7a-48b8-ad46-b884c9a590e7","title":"Signals Served #013 — The Specific Get Funded","url":"https://stacklist.com/c/finance/stack/f8553b69-ce7a-48b8-ad46-b884c9a590e7"},"created_at":"2026-06-05T17:30:05.693Z","updated_at":null,"aco":{"summary":"Modiqo, an AI infrastructure company, announced $3 million in pre-seed funding co-led by Heavybit and Seligman Ventures to launch Rote, a local execution layer that turns successful AI agent runs into reliable, repeatable workflows. Rote aims to solve production reliability, cost, and reproducibility challenges by capturing what worked and converting it into deterministic code, reducing token usage and manual rework.","tags":["ai-infrastructure","pre-seed-funding","agent-workflows","reliability","modiqo","rote","venture-capital"],"key_entities":[{"name":"Modiqo","type":"organization","confidence":0.99},{"name":"Rote","type":"technology","confidence":0.98},{"name":"Heavybit","type":"organization","confidence":0.97},{"name":"Seligman Ventures","type":"organization","confidence":0.97},{"name":"Irregular Expressions","type":"organization","confidence":0.95},{"name":"Chetan Conikee","type":"person","confidence":0.99},{"name":"Umesh Padval","type":"person","confidence":0.97},{"name":"Joseph Ruscio","type":"person","confidence":0.97},{"name":"Jean Sini","type":"person","confidence":0.96},{"name":"San Francisco","type":"location","confidence":0.95},{"name":"AI agent reliability","type":"concept","confidence":0.93},{"name":"pre-seed funding","type":"concept","confidence":0.92}],"classification":"memo","language":"en","confidence":0.85,"provenance":{"model":"claude-opus-4-6","tool":"@stacklist/mcp-server@2.0.0","confidence":0.85,"timestamp":"2026-06-05T17:30:13.826Z"},"token_counts":{"approximate":953,"cl100k":780},"content_hash":"sha256:6c13a1662cc0104bc1c74db5600b4e272ce76e538cca4c2a871527a00871b4e9","acp_version":"0.2","body_available":true,"body_tokens":953,"visibility":"public","agent_accessible":true,"status":"final"},"_links":{"self":"/api/public/card/ae1fa5a1-70dc-41c5-b02e-420d52975061.json","html":"https://stacklist.com/card/ae1fa5a1-70dc-41c5-b02e-420d52975061","md":"/api/public/card/ae1fa5a1-70dc-41c5-b02e-420d52975061.md","stack_json":"/api/public/stack/f8553b69-ce7a-48b8-ad46-b884c9a590e7.json"}}