{"version":"1","article":{"id":"russia-rostec-ai-agents-industrial-construction-cost-estimation","slug":"russia-rostec-ai-agents-industrial-construction-cost-estimation","language":"en","url":"https://haberpaper.com/en/news/russia-rostec-ai-agents-industrial-construction-cost-estimation","api_url":"https://haberpaper.com/api/v1/articles/russia-rostec-ai-agents-industrial-construction-cost-estimation?lang=en","title":"Rostec deploys AI agents to assess industrial construction costs","summary":"The company says an initial cost assessment now takes days rather than weeks, with automated estimates reaching 90% accuracy.","category":"business","region":"world","topics":["ai"],"published_at":"2026-10-10T18:32:52+03:00","modified_at":"2026-10-10T18:32:52+03:00","publication_basis":"publication-record","event_period":"2026-09","event_period_basis":"source-review","sources":[{"name":"Rostec State Corporation","url":"https://rostec.ru/media/news/ii-agenty-rostekha-uskorili-otsenku-stoimosti-stroitelstva-promyshlennykh-obektov-s-nedel-do-dney/","publishedAt":"2026-09-30","checkedAt":"2026-10-10"}],"translations":[{"language":"tr","url":"https://haberpaper.com/tr/news/russia-rostec-ai-agents-industrial-construction-cost-estimation","api_url":"https://haberpaper.com/api/v1/articles/russia-rostec-ai-agents-industrial-construction-cost-estimation?lang=tr"},{"language":"en","url":"https://haberpaper.com/en/news/russia-rostec-ai-agents-industrial-construction-cost-estimation","api_url":"https://haberpaper.com/api/v1/articles/russia-rostec-ai-agents-industrial-construction-cost-estimation?lang=en"},{"language":"ar","url":"https://haberpaper.com/ar/news/russia-rostec-ai-agents-industrial-construction-cost-estimation","api_url":"https://haberpaper.com/api/v1/articles/russia-rostec-ai-agents-industrial-construction-cost-estimation?lang=ar"},{"language":"fr","url":"https://haberpaper.com/fr/news/russia-rostec-ai-agents-industrial-construction-cost-estimation","api_url":"https://haberpaper.com/api/v1/articles/russia-rostec-ai-agents-industrial-construction-cost-estimation?lang=fr"},{"language":"es","url":"https://haberpaper.com/es/news/russia-rostec-ai-agents-industrial-construction-cost-estimation","api_url":"https://haberpaper.com/api/v1/articles/russia-rostec-ai-agents-industrial-construction-cost-estimation?lang=es"}],"data_types":[],"data":null,"data_compilations":[],"data_downloads":[],"content":{"paragraphs":["Rostec said on September 30 that its RT-Engineering unit had put into operation a system of AI agents for managing the cost and schedule of industrial construction projects. The company says automated cost estimates reach 90% accuracy and that preparation which previously took several weeks can now be completed in several days. The first deployed agent compares work and material quantity schedules with standard cost rates to help estimate market prices.","The company says the system draws on verified sources and leaves an item blank or flags a nearby analogue for human calculation when information on unusual items is missing, rather than inventing an estimate. Other agents monitor project opportunities and check commercial bids against technical specifications; final decisions remain with staff. The accuracy and time comparison are Rostec’s own claims. The announcement gives no independent benchmark, customer outcome or investment cost."],"key_points":[],"sections":[]},"text":"The company says an initial cost assessment now takes days rather than weeks, with automated estimates reaching 90% accuracy.\n\nRostec said on September 30 that its RT-Engineering unit had put into operation a system of AI agents for managing the cost and schedule of industrial construction projects. The company says automated cost estimates reach 90% accuracy and that preparation which previously took several weeks can now be completed in several days. The first deployed agent compares work and material quantity schedules with standard cost rates to help estimate market prices.\n\nThe company says the system draws on verified sources and leaves an item blank or flags a nearby analogue for human calculation when information on unusual items is missing, rather than inventing an estimate. Other agents monitor project opportunities and check commercial bids against technical specifications; final decisions remain with staff. The accuracy and time comparison are Rostec’s own claims. The announcement gives no independent benchmark, customer outcome or investment cost.","corrections":[],"editorial_illustration":{"kind":"symbolic-editorial-illustration","documentary":false,"scope":"section","asset_id":"business","url":"https://haberpaper.com/assets/illustrations/business-1536.webp","width":1536,"height":1024,"alt":"Symbolic industrial workshop with machinery, a warehouse and a crane.","language":"en"},"section_illustration":{"kind":"symbolic-editorial-illustration","documentary":false,"scope":"section","asset_id":"business","url":"https://haberpaper.com/assets/illustrations/business-1536.webp","width":1536,"height":1024,"alt":"Symbolic industrial workshop with machinery, a warehouse and a crane.","language":"en"}}}