Human-In-The-Loop AI Validation Service
While AI enables highly efficient augmented workflows for complex document and data processing, human expertise stays at the core. Our specialists review, validate, and refine AI-generated outputs to deliver unparalleled accuracy, compliance, and consistency at scale.
24/7
Operations
30+
Processing languages
1200+
Experienced employees
100%
Data security &
Quality Assurance
WHAT WE DO
AI Output Review & Validation
AI is fast, but it is not always right. Our reviewers act as the final checkpoint before AI-generated results reach your workflows, catching hallucinations, inconsistencies, and edge cases that automated checks miss. Their corrections can be fed back to your models, so accuracy improves over time while your business stays protected.
Data Extraction Review
Even the best OCR and IDP engines struggle with poor scans, handwriting, and unusual layouts. Our team handles these exceptions: verifying low-confidence fields, correcting misreads, and cross-checking values across invoices, contracts, and forms. The result is clean, trusted data your downstream systems can use without rework.
Image Processing Review
AI can edit thousands of images in minutes, yet small flaws such as rough edges, color shifts, or unnatural shadows can quietly damage a brand. Our creative reviewers check every AI-processed asset against your style guide, so eCommerce, fashion, and retail images go live consistent, accurate, and on-brand.
Data Annotation QA
A model is only as good as the data it learns from. Our QA specialists audit labels, bounding boxes, and classifications from CVAT, SuperAnnotate, and other platforms, checking them against your guidelines and resolving ambiguous cases. You receive consistent, well-documented training data that supports higher model accuracy and fewer retraining cycles.
Photo Retouching Services
Where AI editing reaches its limit, human craft takes over. Our team refine AI-processed product images, restoring the skin tones, fabric textures, true colors, and fine details that algorithms tend to flatten. Large eCommerce catalogs stay visually consistent and true to the product, at the speed online retail demands.
BIM VERIFICATION
In construction, a small data error can become a costly problem on site. Our team verifies BIM models and datasets for accuracy, completeness, and compliance with project standards, checking geometry, attributes, and classifications. Architects, engineers, and facility managers receive reliable models they can build and operate on with confidence.
Market Quality Review
Entering a market leaves little room for error. Our reviewers audit your products, content, and services against the expectations of your target market, covering accuracy, language, relevance, and customer experience. When AI flags complex cases, the system will escalate to human experts for further augmentation. You gain a clear view of what to fix before launch, and assurance that your offering meets the standard customers expect.
INDUSTRIES WE SERVE
Technology
Technology companies needing human validators to ensure model outputs meet 99.9% accuracy and compliance thresholds before production.
Fashion
Global fashion brands require human review and Photoshop expertise to maintain visual consistency for fast go-to-market products.
E-Commerce
Online retailers relying on AI to generate product descriptions and images need human quality gates to maintain customer experience at scale. Initial AI outputs handle standard content, while complex cases are escalated to L2 moderators for deeper oversight.
Finance & Insurance
Banks and insurers require expert human review to validate AI accuracy on mobile applications and supporting documents (invoices, IDs, claims, and contracts).
Automotive
Autonomous driving companies need rigorous annotation QA to build safe training datasets for perception models.
Construcsion
The construction company brought in expert human oversight to align 3D-captured data with 2D architectural plans, resolving discrepancies to guarantee synchronization and precise modeling
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