AI Today has helped SIBUR to launch Enterprise Digital Transformation project by organizing and running workshop with AI Community experts. The workshop resulted in the following: - solutions to SIBUR business cases in the form of entherprise wide digital transformation platforms - strengthening SIBUR HR brand among AI specialists as an innovative industrial company with a focus on digitalisation - access to 150+ AI specialists interested in cooperation with SIBUR - AI-community members business cases relevant to SIBUR tasks
The next step which we execute at the moment is projects delivery according to the road-maps that were created at the workshop.
Weight control fraud detection
Request: To create a solution using roads CCTV cameras that allows to detect trucks that skip weight control. Approach: - Photos data sets preparation and labeling. - Development of the neural network that detects vechicle types. - Neural network testing and teaching to reach target results - Solution interface development. Result: - MVP that detects 5 vehicle types developed. - Target detection result met. - Product version of solution is under development
Theautomation of photo processing andcontent generation for e-commerce client
Request: To decrease photo processing and content generation costs Approach: - As-is process analysis and To-be Product design - Development of Neural Network that allows to automatically process photos (cropping, background removal, shadows adding, etc.) and to generate photo description (tags) - Development of Network API - Testing and teaching Neural Network to reach target result Result: - 50% cost reduction (target met) - 10x times faster photos processing - Product quality increase - The product is scaling up on company processes based on the result of the pilot - Additional features: tagging, description generation, duplicates search, color correction
Client support optimization
Request: To increase the quality of FAQ customer support and the timing of response. To decrease customer support costs. Approach: - Product design - Development of FAQ date set - Testing and teaching NLP solution - Solution integration with client internal systems - SDK for mobile application - Full-scale platform client support solution: web-site live chat, voice, messenger, email (in progress). Результат: - Email support optimization by 2.3 times - Overall client support optimization by 20% (in progress)
Video-content distribution platform (on the basis of chat-bot)
Задача: To develop a new revenue stream by creating the platform of video content distribution through all available messengers Решение: - Business model development - MVP functionality development and implementation. MVP has allowed to test the base case hypothesis: target audience (content generators) interest to the platform. - Machine Learning "Like / Dislike" recommendations technology implementation Результат: - The platform is implemented in three messengers: Viber, Telegram, and FB Messenger - It is the most popular Russian speaking Viber chat-bot - Customer retention rate is > 50% - The first clients – content generators – already are in product beta version. - The full version is ready for scaling up at the market.
Moscow Government Foresight session on AI
Foresight session with 20 AI Community experts with an aim to develop priority product directions for Moscow Government web portal and mobile application mos.ru
Client support automization hakaton
Result: 3 teams were contracted
Meet up and follow up workshop with 70 AI Community experts with an aim to obtain feedback on Sberbank internal products.
Result: 2 specialists have received offer.
Two-days hakaton to develop AI-solution for music streaming service.
Result: 23 participant teams, (offline + online), 3 data scientist received offers
CEO, Ph.D., founder of AI Commynity
Head of DS, Mail.ru, Yandex, Own course on ML & Neural Networks, 5+ years of ML programming
CTO, Yandex.Money, holacdn.com, 15+ years of High-Load development
Head of Product Analytics, 25+ projects experience
Technical product manager, 10+ years of web-service development within enterprise products
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