How Enterprise Clients
Engage SadiGroup
A structured, secure, and transparent engagement process — from first conversation to final data delivery — designed for enterprise AI teams with demanding quality and compliance requirements.
The Engagement Process
Six structured steps from initial conversation to secure data delivery.
Discovery Call
A focused 30-minute call to understand your AI data requirements, timelines, quality expectations, and any specific compliance or security needs.
NDA Execution
We execute a mutual NDA before any project details are shared. Your data, models, and business context are protected from day one.
Scope Definition
Our team produces a detailed project scope covering data specifications, language requirements, quality benchmarks, timeline, and pricing.
Workforce Mobilisation
We assemble and onboard the right contributor team — native speakers, annotators, QA reviewers — calibrated and ready to begin within days.
Quality Assurance
Our 4-tier QA pipeline runs throughout delivery — contributor self-review, peer validation, specialist QA, and final client-facing review.
Secure Delivery
Final datasets are delivered in your preferred format via secure transfer. Post-delivery support and iteration cycles are included as standard.
Why Enterprise Clients Choose SadiGroup
Six capabilities that make SadiGroup the trusted AI data partner for enterprise AI teams worldwide.
Global Reach
150+ languages, 40+ countries, and a contributor network that covers every major world region — including underserved markets.
Dedicated Project Managers
A single point of contact who owns your project from scoping to delivery. No handoffs, no confusion, no delays.
Multi-Level QA
Our 4-tier quality pipeline delivers 98.7% accuracy across all project types — not as a target, but as a consistent baseline.
Flexible Scaling
From 100-hour pilots to million-asset production runs, we scale contributor teams up or down to match your timeline and budget.
Secure Operations
NDA-protected workflows, GDPR-aligned data handling, encrypted transfer, and enterprise access controls on every engagement.
Proven Track Record
Trusted by enterprise AI teams across Automotive, Healthcare, Speech AI, Generative AI, and Consumer Technology globally.
Ready to start a project?
Submit a project brief and we'll respond within 24 hours with a proposed scope and timeline.