Custom Data Collection for Speech & Computer Vision

Purpose-built data collection programs designed around your model requirements, devices, and edge cases.

Custom Collection Capabilities

Speech Collection

Scripted and spontaneous speech collection across languages, accents, devices, and environments.

Vision Collection

Image and video data capture across lighting conditions, angles, devices, and subject demographics.

Protocol Design

Custom capture protocols aligned with model goals, evaluation criteria, and edge cases.

Consent & Compliance

Consent-based data collection with clear licensing and enterprise-ready documentation.

How Custom Collection Works

  • Define Requirements
    Use cases, targets, volume, and constraints

  • Design Protocol
    Capture methods, environments, and QA rules

  • Collect & Validate
    Controlled or in-the-wild data capture

  • Deliver & Iterate
    Secure delivery with expansion options

When Custom Collection Is Needed

Custom collection is ideal when existing datasets
do not meet technical, demographic, or regulatory needs.

• New languages or accents
• Specialized environments or devices
• Rare or edge-case scenarios
• Regulatory or consent requirements

Let’s Design Your Data Collection Program