Built for Enterprise AI Delivery
For over 14 years, Centric Labs has operated at the intersection of enterprise operations and emerging technology — building the infrastructure, teams, and processes that power production-grade AI systems worldwide.
From Enterprise Operations to AI Data Excellence
Centric Labs didn't start as a typical AI startup. We began as an enterprise operations company in 2010, building managed delivery centers across the United States, the UAE, KSA, and Pakistan. For over a decade, we served Fortune 500 companies with process-driven, quality-controlled operational services — learning firsthand what enterprises demand from their partners.
When the AI revolution accelerated, our clients faced a new challenge: they needed high-quality training data at scale, delivered with the same rigor and security they expected from every other critical vendor. We recognized that the crowdsourcing model couldn't meet enterprise requirements for consistency, confidentiality, and accountability. So we built something different — a managed-team annotation model powered by 14 years of operational discipline.
The Principles That Guide Every Engagement
These aren't aspirational statements on a wall — they're operational commitments embedded in every workflow, every team, and every deliverable.
Quality
Every annotation passes through a four-stage quality pipeline with measurable SLAs. We don't ship data that doesn't meet the bar — 98%+ accuracy is a baseline, not a ceiling.
Security
SOC 2 and ISO 27001 aligned with zero data breaches across all engagements. We support air-gapped, on-premise, and data-residency-compliant deployments.
Transparency
Real-time dashboards, weekly reporting, and full audit trails. You see exactly what's happening in your pipeline at every stage — no black boxes, no surprises.
Domain Expertise
Our annotators are trained in healthcare, autonomous vehicles, defense, and financial services. Domain knowledge translates directly to annotation accuracy and consistency.
Accountability
Every project has a named US-based project manager, a dedicated delivery lead, and clear escalation paths. We own outcomes — not just outputs.
Innovation
We continuously invest in AI-assisted pre-labeling, active learning, and automated quality validation to reduce turnaround time while maintaining the human expertise that matters.
Operators First, Technologists Always
Our leadership team brings decades of experience running large-scale enterprise operations. We've managed delivery centers, built compliance programs, and navigated the complexities of cross-continental service delivery long before AI data became our focus.
Today, our team spans Houston, Dubai, and Pakistan — combining US-based project management with dedicated annotation teams who are full-time employees, not gig workers. Every team member is trained, vetted, and accountable to our quality standards.
- US-based project management and client engagement
- Full-time annotators with domain-specific training
- Dedicated QA leads on every engagement
- Background-checked and NDA-bound workforce
Ready to Work With a Team That Understands Enterprise AI?
Start with a free pilot project — see our quality, security, and speed firsthand before making any commitment.