DATA & AI CORE
VAIKA GROUP’s Data & AI Core division delivers end-to-end AI data services, machine learning data annotation, dataset preparation, geospatial data processing, document digitization, business data management and B2B operational support.
THE HUMAN INTELLIGENCE LAYER BEHIND RELIABLE AI & STREAMLINED DATA OPERATIONS.
10 consolidated enterprise offerings across AI Data Services and Back-Office Processing.
01 // WHAT WE DO
Our approach combines structured data workflows, technology-assisted processing and human quality assurance to help businesses build reliable data foundations and improve operational efficiency.
02 // WHO WE SERVE
AI research labs, autonomous systems engineering teams, geospatial intelligence groups, SaaS enterprises, Shopify & e-commerce retailers, and B2B revenue teams.
03 // PROBLEMS ADDRESSED
Inconsistent training datasets, model hallucinations, ASR transcription errors, unverified spatial maps, legacy paper records, fragmented product catalogs, and decaying CRM databases.
04 // WHY IT MATTERS
High-performing models and modern business operations require rigorously validated data. Our human-in-the-loop QA pipelines protect model reliability and save internal engineering and sales teams hundreds of operational hours.
INDIVIDUAL SERVICE CAPABILITIES
Every service represents an institutional operational workflow. Click any service card for full scope, inclusions, and deliverables.
Image & Video Annotation Services
Structured computer vision labeling, segmentation, and persistent video tracking.
Text Annotation & NLP Data Labeling
Structured NER, sentiment, intent classification, and LLM training datasets.
Audio Transcription & Annotation Services
Human-verified speech-to-text, speaker diarization, and acoustic event labeling.
Geospatial Data & Mapping Services
GIS mapping, satellite image vectorization, and map data verification.
AI Model Evaluation & Human-in-the-Loop Validation
Human-led LLM evaluation, hallucination audits, and confidence-based exception review.
AI Dataset Collection, Cleaning & Preparation
End-to-end multimodal data collection, deduplication, PII redaction, and train/val/test formatting.
Data Entry & Business Data Verification
Accurate online/offline data entry paired with strict human verification of business records.
Document Digitization, OCR & File Conversion Services
Transform static PDFs, scanned documents, and paper archives into formatted Excel & Word files.
E-commerce Product Data & Catalog Management
Bulk SKU uploads, Shopify catalog administration, variant mapping, and SEO listing optimization.
CRM Data Management & B2B Lead Research
Clean, enriched CRM databases and ICP-matched, email-verified B2B prospect lists.
WHY CHOOSE VAIKA GROUP
Human-in-the-Loop Precision
We do not rely on unchecked synthetic data; every critical edge case is verified by trained human intellect.
Enterprise Data Security
Strict confidentiality agreements, access-controlled workstations, encrypted transfers, and zero-data-retention compliance.
Scalable Throughput on Demand
Ability to ramp up from small experimental pilots to hundreds of thousands of annotations and records weekly.
Multi-Domain Versatility
Deep operational capabilities spanning computer vision, NLP, geospatial mapping, and back-office document processing.
OUR FIVE-STAGE WORKFLOW
A transparent, predictable process ensuring total alignment, fast delivery, and uncompromising quality control at every phase.
Taxonomy & Scope Definition
We audit your data schemas, annotation guidelines, and back-office SLAs to create strict Standard Operating Procedures.
Pilot & Quality Calibration
A benchmark test batch is processed to calibrate inter-annotator consensus and establish accuracy baselines.
Scaled Production Execution
Trained specialists process datasets or records within dedicated, secure workspace environments.
Multi-Tier Quality Assurance
Senior QA leads conduct blind reviews, consensus matching, and statistical sampling to guarantee accuracy.
Secure Delivery & Ingestion
Final verified datasets and structured databases are pushed to client cloud buckets or enterprise APIs.
DEMONSTRATION SHOWCASE
Representative examples illustrating our production standards, precision modeling, and technical rigor.
Pixel PrecisionAutonomous Robotics Vision Annotation
Multi-class semantic segmentation and 2D bounding boxes for industrial navigation datasets.
Geospatial VectorsUrban Geospatial Infrastructure Mapping
High-altitude vectorization of 50,000+ building footprints and roadway centerlines with topological validation.
Catalog IngestionMulti-Channel E-Commerce Catalog Ingestion
Rapid standardization and variant attribute mapping for a 35,000 SKU luxury home goods retailer.
RELATED SERVICE DIVISIONS
Seamlessly traverse our four primary service divisions. Each division offers distinct specialized mastery and institutional reliability.
REAL ESTATE MEDIA & VISUALIZATION
PROPERTY • CINEMA • 3D VISUALIZATIONUltra-prime architectural cinematography, HDR flambient photo editing, virtual staging, and 3D architectural rendering suites.
AGENT SERVICES
LEAD FUNNELS • TRANSACTION OPS • CRMInstitutional operational backbone for agents: Facebook/Instagram listing ads, buyer lead funnels, transaction coordination, and CRM support.
DIGITAL MARKETING & CREATIVE
META ADS • BRAND SYSTEMS • VIDEO EDITINGIntegrated digital growth: paid acquisition on Meta & Google, bespoke Next.js web experiences, brand identity design, and viral short-form video production.
LET'S BUILD SOMETHING THAT MOVES YOUR BUSINESS FORWARD.
Submit your project brief for direct assessment by our division directors. Guaranteed response within 4 hours.