Infrastructure Services
Purpose-built human verification infrastructure for data-intensive enterprises. Deploy scalable workforce capacity across validation, moderation, and annotation workflows.
Operational Reliability
Standard playbooks keep our teams aligned during demand shifts and connect reviewers with technologists when escalation is needed.
- Dashboards surface accuracy, latency, and workload balance for daily reviews.
- Dedicated QA engineers guide sampling and regression checks with new workflows.
Security & Compliance
We mirror SOC-aligned controls, offer UK/EU/US data residency, and follow ISO-aligned processes for each engagement.
- Encryption in transit and at rest with tenant isolation per client.
- Independent penetration tests and breach playbooks that are exercised regularly.
Human-in-the-Loop Oversight
Recruitment standards vet each reviewer with role-based assessments, background checks, and wellbeing checks.
- Trained moderators and annotators complete domain-specific certification before production access.
- Multi-stage review chains pair automated filtering with secondary human verification.
Commercial Data Validation
Our multi-stage validation pipeline combines automated enrichment, human verification, and QA replays to prevent data decay and keep CRM feeds current. Every record receives a confidence score before it is published back to your systems.
Typical Use Cases
- • B-to-B lead verification and enrichment
- • Company and contact database validation
- • Duplicate detection and data normalization
- • Real-time data quality monitoring
Service Specifications
Trust & Safety Architecture
Architected workflows combine machine detection, contextual human review, and rapid escalation so harmful content is remediated before it impacts your community. Every escalation is documented for auditability.
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 pods work alongside your platform teams to review in-game economies, NFT marketplaces, and metaverse experiences. We handle edge cases, fraud patterns, and dispute scenarios where automation struggles.
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 pipelines support RLHF, ranking, and annotation projects. Labelers perform multi-pass reviews with bias detection, escalation for ambiguity, and blended QA before data is released to model teams.
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.
Request Technical Consultation