Infrastructure Services
Purpose-built human verification infrastructure for data-intensive enterprises. Deploy scalable workforce capacity across validation, moderation, and annotation workflows.
Commercial Data Validation
We use proprietary multi-step verification frameworks to eliminate data decay and ensure hygiene at scale. Our protocols validate lead qualification and contact enrichment flows into your CRM.
Typical Use Cases
- • B2B lead verification and enrichment
- • Company and contact database validation
- • Duplicate detection and data normalization
- • Real-time data quality monitoring
Service Specifications
Trust & Safety Architecture
We deploy architected safety workflows to enforce community guidelines. Our systems detect harmful content and maintain brand safety through rigorous human-in-the-loop verification chains.
Typical Use Cases
- • User-generated content moderation
- • Brand safety and ad verification
- • Compliance monitoring (CSAM, hate speech)
- • Escalation and incident response
Service Specifications
Digital Asset Operations
Specialized workforce infrastructure for virtual economies, gaming platforms, and digital marketplaces. Human validation where automation fails due to edge cases and fraud vectors.
Typical Use Cases
- • In-game item and currency verification
- • NFT and digital asset authentication
- • Player behavior and anti-cheat review
- • Account recovery and dispute resolution
Service Specifications
RLHF & Data Annotation
Human feedback infrastructure for AI training pipelines. Expert annotators provide reinforcement learning signals, preference rankings, and high-quality labeled datasets for foundation models.
Typical Use Cases
- • LLM response ranking and preference tuning
- • Computer vision annotation (objects, segmentation)
- • NLP data labeling (NER, sentiment, classification)
- • Red-teaming and adversarial testing
Service Specifications
Discuss Your Infrastructure Requirements
Our infrastructure architects will map your workflow to the appropriate service tier and provide detailed costings.