The Company Behind the Execution
OneVoiceAI was founded in April 2022 to solve a structural gap: enterprises need governed human expertise for AI evaluation, dataset operations, and multilingual content, but the vendor landscape is fragmented, unscalable, and under-governed.
AI data operations and language services
Global HQ with distributed hubs across AMER, EMEA, and APAC
By three industry veterans from AI data and language services
ISO 17100, ISO 9001, ISO 27001
Why We Exist
AI product teams cannot find governed human evaluators at scale. Media companies struggle to consolidate localization across vendors. Language service providers lack the rare-language workforce infrastructure to take on complex programs.
OneVoiceAI was built to close these gaps. We combine the linguistic rigor of a specialized agency with the scalable, governed data infrastructure of a modern technology firm. The result is a single execution partner for AI data operations and multilingual language services across 480+ languages.
Every engagement operates under triple ISO certification, NDA-bound workforce governance, and calibrated quality assurance. This is not a crowd platform. It is enterprise-grade execution.
Problems We Solve
- Fragmented vendor landscape for multilingual operations
- Low-quality, ungoverned AI training and evaluation data
- Poor coverage for rare and zero-resource languages
- Slow delivery models that cannot scale on demand
- Compliance and security gaps in human-in-the-loop workflows
- Multi-vendor coordination overhead and quality inconsistency
Founding Team
OneVoiceAI was founded by three industry practitioners who spent over a decade operating at the intersection of AI data infrastructure and multilingual service delivery before building the company they wished existed.
Arjun Mehta
Former VP of Operations at a top-10 language service provider. Led multilingual delivery programs for AI product teams at three Fortune 100 companies before founding OneVoiceAI to consolidate fragmented vendor ecosystems into a single governed execution model.
Priya Narayan
Built and scaled AI data operations teams across 200+ language pairs. Previously led RLHF evaluation programs and speech data collection initiatives for major foundation model developers. Designed the governed workforce framework that underpins all OneVoiceAI engagements.
Vikram Sinha
Engineering background in NLP infrastructure and annotation platform architecture. Previously built data pipeline systems processing millions of labeled examples per month. Architected the technical layer that enables ISO-certified quality assurance at scale across all modalities.
What Makes Us Different
We are not a SaaS platform, a legacy translation agency, or a crowd marketplace. We built a new operating model: platform-enabled services combining AI data operations with multilingual execution under ISO-certified governance.
Not a SaaS Product
We deliver execution outcomes, not software licenses. Our platform enables governed delivery. It is not the product itself.
Not a Legacy LSP
Modern data infrastructure, API-first integrations, and governed workforce orchestration replace email chains and spreadsheets.
Not a Crowd Platform
Domain-certified subject matter experts, NDA-bound and calibrated, replace generic micro-task crowds. Every reviewer is governance-trained.
Language Coverage by Region
Coverage across 12 regional language groups spanning three tiers, from core high-resource languages to rare and zero-resource dialects.
Americas
36+ languages
EMEA
Europe, Middle East & Africa
190+ languages
Asia-Pacific
98+ languages
Global Operating Reach
Our follow-the-sun model operates across three regional hubs, enabling continuous execution without quality degradation. Urgent projects route between time zones, maintaining ISO-certified QA standards at every handoff.
24/7 Follow-The-Sun Routing
Trusted by teams at
Governance and Certifications
Requirements for translation service providers.
Certified: OneVoiceAISystematic approach to quality management.
Certified: OneVoiceAIInformation security management controls.
Certified: OneVoiceAIHow We Engage
Every engagement follows a structured process designed to eliminate vendor coordination overhead and deliver governed outcomes from day one.
Scoping
We map your languages, modalities, quality requirements, and timelines into a delivery architecture.
Team Assembly
Domain-certified reviewers and linguists are recruited, NDA-bound, and calibrated to your project guidelines.
Governed Execution
Work flows through our L1/L2/L3 QA framework with follow-the-sun routing across three regional hubs.
Delivery & QA Lock
Every payload passes statistical quality validation before release. Metrics and audit trails are provided.
Ready to Consolidate Your Multilingual Operations?
Tell us about your requirements. Our team will scope a delivery plan within 48 hours.