Trusted by Leading AI Teams
Make your quality precisely measurable
We transform subjective requirements into objective metrics.
Example request
When you say "responses should be thorough, but concise," we translate that into concrete targets:
200-400 words
95%+ completeness
<5% off-topic content
Reviewer ratings ≥4/5
Result
Real‑time monitoring and trend visualization of key quality metrics.
Objective, threshold‑based interventions in the data pipeline and task workflow.
Transparent communication across every stage of the project
Proactive actions instead of reactive fixes
A full-lifecycle Quality System
Built‑in quality governance
Pre‑agreed Quality SLAs with measurable acceptance criteria
Live telemetry and real-time monitoring during task creation
Systematic sampling and staged validation
Control mechanisms and monitoring triggers at every pipeline step
Transparent process
Two-pronged error analysis: quantitative tracking plus LLM-driven pattern recognition
Predictable outcomes
3X faster preparation-to-production timelines
Commercial terms aligned to delivered quality levels
Read the detailed blog post
Quality and ROI at Scale
Faster model development with fully validated data
Predictable budgets without surprise rework: reduced rework and waste through real-time quality assistance
Audit confidence with a complete evidence trail
Scalable quality: consistent delivery of complex, high-quality datasets at scale
Collaborative environment between trainers and researchers
Delivery assurance
Quality SLAs with measurable acceptance floors
Real‑time progress visibility
Staged validation with your team
Documentation
Quality reports with statistical validation results
Comprehensive guidelines and process documentation
Post‑delivery support
Issue resolution with RCA and CAPA
Lessons Learned applied to future projects
Why it matters
For over a decade, Toloka has been the trusted partner powering frontier AI — from reasoning and code to the latest agentic systems.
1. Quality is complex
As AI evolves, "great quality" requires more than clean data — it needs diversity, naturalness, and human nuance
2. 99% quality at speed
Meeting industry standards for agentic work demands fast alignment, clarity, and thoughtfulness at scale
3. Built for what's next
When projects launch with urgency, we deliver the robust data quality approach AI systems need.
Data security and integrity assurance
Client data specifications and requirements remain confidential. Your bespoke data is never used for training external models. Our Copilot technology is fine-tuned to eliminate LLM toxicity and derive pure human-generated data.
Trusted by Leading AI Teams
Ready for data that works the first time?
Toloka is the quality partner enabling clients to push the boundaries of AI