Build Better Agents. Evaluate Smarter.
We provide high-quality human data, deterministic web environments, and human-in-the-loop evaluations to help AI labs scale reliable, aligned, and high-performing models.
Our Solutions
Everything You Need to Train and Test Agents at Scale
Human Data Infrastructure
Train with depth. We design SFT, RLHF, and human eval datasets for reasoning, planning, and safety.
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Human Data Infrastructure
Train with depth. We design SFT, RLHF, and human eval datasets for reasoning, planning, and safety.
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Deterministic Agent Environments
Simulate real-world workflows inside resettable sandboxes.
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Deterministic Agent Environments
Simulate real-world workflows inside resettable sandboxes.
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Human-in-the-Loop Evaluation
Nuanced grading for CoT, tool use, and red teaming. We handle scoring, edge case generation, and RLAIF loop support.
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Human-in-the-Loop Evaluation
Nuanced grading for CoT, tool use, and red teaming. We handle scoring, edge case generation, and RLAIF loop support.
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Human Data Infrastructure
Chain-of-Thought Scoring
Tool Use Evaluation
Red Teaming & Jailbreak Testing
Synthetic Edge Case Creation
SFT (Supervised Fine-Tuning)
Instruction datasets built from scratch or based on task specifications. Includes task design, data generation, QA, formatting, and delivery.
Example: Multi-hop QA, reasoning chains, scientific QA, procedural logic
SFT (Supervised Fine-Tuning)
Instruction datasets built from scratch or based on task specifications. Includes task design, data generation, QA, formatting, and delivery.
Example: Multi-hop QA, reasoning chains, scientific QA, procedural logic
RLHF Pipelines
Human preference data for reward models, including scalar scoring or pairwise ranking. We handle UI interfaces, annotator training, and data cleanup.
RLHF Pipelines
Human preference data for reward models, including scalar scoring or pairwise ranking. We handle UI interfaces, annotator training, and data cleanup.
Custom Human Eval
Gold-standard benchmark creation for your task (reasoning, hallucination, planning, etc.). Includes rubric design, reviewer scoring, and metric reporting.
Custom Human Eval
Gold-standard benchmark creation for your task (reasoning, hallucination, planning, etc.). Includes rubric design, reviewer scoring, and metric reporting.
Testing Services
Sandboxes
Fully interactive, reproducible, and telemetry-rich environments built for evaluation at scale.
Staynb
Omnizon
DashDish
GoCalendar
Predefined task suites
Predefined task suites (easy, medium, hard)
Predefined task suites
Predefined task suites (easy, medium, hard)
Eval APIs
Eval APIs for automated scoring and integration with your infra
Eval APIs
Eval APIs for automated scoring and integration with your infra
Step-level telemetry and replay logs
Step-level telemetry and replay logs
Step-level telemetry and replay logs
Step-level telemetry and replay logs
Resettable state
Resettable state + deterministic page structure for reproducibility
Resettable state
Resettable state + deterministic page structure for reproducibility
Why Verita AI
Companies Choose Verita
Purpose-Built Infra
Agent-native sandboxes and eval-ready datasets, not generic tooling.
Purpose-Built Infra
Agent-native sandboxes and eval-ready datasets, not generic tooling.
Purpose-Built Infra
Agent-native sandboxes and eval-ready datasets, not generic tooling.
Built by the Best
Built by teams from Stanford, Mercor, Oracle Cloud Infra.
Built by the Best
Built by teams from Stanford, Mercor, Oracle Cloud Infra.
Built by the Best
Built by teams from Stanford, Mercor, Oracle Cloud Infra.
Fast Execution, Research-Grade Quality
Ship benchmarks in days, not months.
Fast Execution, Research-Grade Quality
Ship benchmarks in days, not months.
Fast Execution, Research-Grade Quality
Ship benchmarks in days, not months.
API-Friendly
Easy to integrate into eval loops, test runners, or dashboards.
API-Friendly
Easy to integrate into eval loops, test runners, or dashboards.
API-Friendly
Easy to integrate into eval loops, test runners, or dashboards.
Built for Alignment & Safety
Co-designed with researchers working on alignment, deception, and reasoning.
Built for Alignment & Safety
Co-designed with researchers working on alignment, deception, and reasoning.
Built for Alignment & Safety
Co-designed with researchers working on alignment, deception, and reasoning.
Trusted by Frontier Teams
Trusted by frontier AI labs.
Trusted by Frontier Teams
Trusted by frontier AI labs.
Trusted by Frontier Teams
Trusted by frontier AI labs.