General Support

Build trust and accelerate adoption with Upstream Solutions’ intelligent, precise, and humanized AI solutions. As a leading partner for data annotation and managed AI-assisted support, we provide high-quality training data, real-time analytics dashboards, and expert AI agents to help enterprises scale machine learning and generative AI initiatives efficiently.Our QA framework uses multi-layered reviews, real-time dashboards, and dedicated QA leads.

What You Get

We start with the fundamentals skilled people, domain context, proven processes, and purpose-built tools—then rigorously test to deliver across data, AI and machine learning projects at the highest standard of quality.

Generative AI

  • Response fine-tuning and iterative feedback
  • Outlier detection
  • Domain adaptation
  • Conditional labeling
  • Data collection and preprocessing

Computer Vision

  • Key-point & landmark annotation
  • Bounding boxes, polygons, polylines, ellipses
  • Semantic segmentation
  • Object detection and recognition
  • 3D point clouds & LIDAR annotation

Natural Language Processing (NLP)

  • Sentiment analysis
  • Named entity annotation
  • Taxonomy and relevance ranking
  • Speech-to-text transcription
  • Text classification
  • Relation detection

FAQs — General Support

Get answers to common questions about our Data & AI services, including generative AI, computer vision, NLP, data security, compliance, accuracy, and 24/7 managed support.