Capabilities — what we do

Operational functions, not industries.

Each capability is a function we run for multiple industries — the same discipline applied wherever the workflow appears. See Industries for who we run it for.

01

Data Annotation

Image, video, text, and audio annotation, run against a documented labeling spec with an independent review layer before anything ships back to you.

Used by: Artificial Intelligence, Marketplace Learn more →
02

Human Review

Human-in-the-loop review for AI outputs, content decisions, and complex edge cases where accuracy, context, and judgment matter.

Used by: Artificial Intelligence, Marketplace, SaaS Learn more →
03

Data Validation

A documented validation pass that catches errors before they reach your pipeline, your CRM, or your customer.

Used by: Artificial Intelligence, Healthcare, Marketplace Learn more →
04

CRM Operations

Data entry, deduplication, and ongoing record management delivered through structured processes, so your CRM remains a trusted source of truth for every team.

Used by: Healthcare, Insurance, SaaS Learn more →
05

Research Operations

Market research, lead research, and structured data collection delivered through documented methodologies, with every finding linked to a verifiable source.

Used by: Artificial Intelligence, SaaS, Insurance Learn more →
06

Catalog Operations

Menu and listing management, merchant onboarding, and catalog maintenance delivered through structured workflows that keep pace with growing platform volume.

Used by: Food Delivery, Marketplace, Retail Learn more →
07

Quality Assurance

An independent QA layer with error tracking and quality metrics, run separately from the team producing the work it checks.

Used by: Artificial Intelligence, Healthcare, Food Delivery, Logistics Learn more →
08

Reporting Operations

Recurring operational reporting and dashboard maintenance delivered through standardized processes, providing accurate, timely insights without the pressure of manual reporting cycles.

Used by: Logistics, Healthcare, SaaS Learn more →