Solutions

Every data discipline your AI roadmap needs

Filter by discipline to see the capabilities, quality controls and delivery outcomes behind each vertical.

Collection

Data Collection & Dataset Acquisition

Global field crews, remote contributor networks and synthetic pipelines that build proprietary datasets to your exact capture spec.

  • · Custom Field & Remote Data Collection
  • · Image & Multi-View Video Capture
  • · Voice & Multilingual Audio Recording
  • · Edge Sensor & LiDAR Field Data Capture
  • · Synthetic Data Generation & Augmentation
  • · Web Scraping & Open-Source Data Curation
Explore Data Collection
Vision

Computer Vision

Annotation programs for perception teams shipping detection, segmentation and multi-sensor fusion models.

  • · Image & Video Annotation
  • · LiDAR & Radar Annotation
  • · Bounding Box & Polygon Annotation
  • · Semantic Segmentation
  • · Keypoint Annotation
  • · OCR Annotation & Dataset Validation
Explore Computer Vision
NLP

Natural Language Processing

Linguist-led annotation teams for classification, extraction and conversational model training data.

  • · Text Annotation & Classification
  • · Named Entity Recognition
  • · Sentiment & Intent Classification
  • · Relation Extraction
  • · Chatbot Training & Prompt Classification
  • · Content Categorization
Explore NLP
GenAI

Generative AI & LLM Operations

Expert human feedback programs covering preference data, red teaming and continuous model evaluation.

  • · RLHF Services
  • · LLM Training Data & Fine-Tuning Support
  • · Prompt Engineering & Response Generation
  • · AI Evaluation, Red Teaming & Safety Testing
  • · Agentic AI Workflows
  • · Synthetic Data Generation
Explore GenAI & LLM Ops
Speech

Speech & Voice AI

Transcription, diarization and voice dataset collection for ASR, TTS and voice-agent teams.

  • · Audio Annotation & Transcription
  • · Speaker Diarization & Speech Recognition
  • · Voice Dataset Collection
  • · Accent & Language Annotation
  • · Voice AI Training Data
Explore Speech & Voice
Documents

Intelligent Document Processing

Secure document workflows for regulated back-office automation in finance, insurance and healthcare.

  • · OCR Transcription & IDP
  • · Invoice Processing & Form Digitization
  • · KYC Verification & Document Classification
  • · Metadata Extraction
  • · Handwritten Text Recognition
Explore Document AI
Safety

Content Moderation & AI Safety

24/7 moderation pods with wellness programs, policy governance and escalation workflows.

  • · Social Media & Marketplace Moderation
  • · UGC & Gaming Content Moderation
  • · Ad Review & AI Safety Review
  • · Trust & Safety Operations
  • · Content Quality Review
Explore Trust & Safety
Robotics

Robotics AI & Autonomous Systems

Multi-sensor datasets and annotation for AMRs, industrial automation and autonomous driving stacks.

  • · Robot Vision, SLAM & Navigation
  • · Warehouse Robotics
  • · Industrial Automation
  • · Sensor Fusion
  • · Autonomous Mobile Robots
  • · Robot Training Data
Explore Robotics & Autonomy

Build the dataset your next model release depends on

Scope a pilot with our solutions architects. Most programs move from spec to first labelled batch in under two weeks.

Start your project scope