Oda Studio Operational

Oda Studio is a solutions provider that builds AI pipelines for complex data applications. It combines vision-language models, multimodal knowledge graphs, retrieval-augmented generation, and generative media models to process architectural drawings, financial documents, images, video, and other data. It provides customized services spanning data annotation, workflow development, evaluation, and deployment.

Architecture and engineering teams

Extract title block metadata, symbols, dimensions, and relationships from architectural and engineering drawings, then build structured, searchable information.

Consulting and finance teams

Analyze securities filings, analyst reports, financial statements, text, tables, and charts together to support research and information extraction workflows.

Media and gaming teams

Customize image and video generation models, optimize annotation strategies, and create high-quality data for specific domains.

Drawing information extraction

Identify and extract title block metadata, symbols, dimensions, and relationships from complex architectural and engineering drawings, converting them into structured insights.

Document and knowledge extraction

Parse securities filings, analyst reports, and financial statements to extract research-relevant information from text, tables, and other content.

Chart analysis and conversion

Support chart-to-text and text-to-chart analysis for financial materials that combine text, numerical data, and charts.

Retrieval-augmented research

Provide real-time retrieval-augmented generation for financial research workflows, using relevant materials to support information retrieval and analysis.

Generative media model customization

Perform customized fine-tuning of image and video generation models to advance model experimentation and applications in media and gaming.

Data annotation and pipeline development

Provide human-verified data annotation, customized tools, and human-in-the-loop workflows to support multimodal model pretraining, RLHF, and inference data development.

AI pipeline evaluation

Turn human evaluation of vision-language model and large language model pipelines into automated, metric-driven evaluation workflows.

Complex multimodal data processing

Build multimodal AI pipelines tailored to specific business needs across drawings, text, tables, charts, images, video, and other data types.

Vision-language models and knowledge graphs

Combine vision-language models with multimodal knowledge graphs to create analyzable data structures for architectural and engineering drawings.

End-to-end customization

Services cover data processing, computing environments, retrieval-augmented generation, evaluation, model deployment, and customized tool development.

Domain-specific data annotation

Provide professional annotators with experience in temporal and geometric context, supported by proprietary software tools for domain-specific data annotation.

• Official website: Oda Studio