Precision Data to Train World-Class AI Models
High-throughput annotation infrastructure across Image, Video, Text, Audio, and 3D Multimodal datasets. Combining AI-assisted workflows with 24,000+ domain specialists for RLHF, SFT, and computer vision.
3 Pillars of Generative AI Alignment
Real world LLMs require curated human intelligence at every stage. Explore our three core RLHF and SFT methodologies powering next-generation AI models.
Write your challenging prompt that challenges the model to handle conflicting constraints
Write your challenging prompt that challenges the model to handle conflicting constraints. The scenario should feel realistic and require the model to reason carefully rather than give a generic answer.
End-to-End Data Services for Every Data Type
From computer vision to multimodal foundation models, our infrastructure handles raw, messy datasets and outputs high-quality, training-ready pipelines.
2D & 3D Bounding Boxes
Precise rectangular and cuboid boundary labeling with occlusion indices and sub-pixel alignment for autonomous driving and retail detection.
Semantic & Instance Segmentation
Pixel-level polygon tracing and mask generation separating overlapping foreground objects and background classes for medical and satellite imagery.
Keypoint, Landmark & Skeletal Pose
High-density keypoint placement for facial landmarks, hand tracking, full-body skeletal estimation, and industrial defect pinpointing.
Multi-Object Tracking (MOT)
Frame-by-frame persistent object ID tracking across fast motion, occlusions, entering/exiting scene trajectories, and camera perspective shifts.
Event Tagging & Frame Validation
Temporal action segmentation, timestamped behavioral event logging, and audio-video synchronization for surveillance, sports, and robotics.
Named Entity Recognition & Linking
Granular entity extraction (PII, clinical terminology, financial tickers, legal clauses) linked to custom knowledge graphs or standard ontologies.
Intent, Sentiment & Content Moderation
Multi-label toxicity, bias, hate speech, copyright, and safety classification aligned with regional compliance and custom enterprise policies.
Multilingual Corpus Annotation (28+ Lgs)
Native speaker translation validation, dialect-aware sentiment, colloquial nuance tagging, and cross-lingual alignment for international models.
Speech Transcription & Diarization
Verbatim and non-verbatim acoustic transcription with multi-speaker diarization, overlapping talk segmentation, and background noise profiling.
3D LiDAR Point Cloud & DICOM
3D spatial bounding cuboids on LiDAR point clouds, sensor fusion (camera + LiDAR sync), medical DICOM slice annotation, and robot teleoperation traces.
How Your Data Moves From Raw to Production Ready
Eliminate tool sprawl, manual bottleneck management, and fragile scripts with our enterprise-grade pipeline orchestration.
Ingestion & Auto Pre-Labeling
Connect Amazon S3, Google Cloud Storage, Azure Blob, or local lakes. Zero-shot foundation models generate high-confidence initial masks & tags to accelerate throughput.
Affinity Routing & Expert Annotation
Workflows automatically assign tasks to matched specialists—clinical doctors for medical scans, senior engineers for code, and native linguists for dialects.
Multi-Tier Consensus & QA
Rigorous quality pipelines combining double-blind consensus labeling, honeypot test verification, inter-annotator agreement (Cohen's Kappa), and senior lead signoff.
Continuous Delivery & GPU Sync
Datasets are exported in standard formats (COCO, YOLO, JSONL, Parquet) with automatic versioning, changelogs, and direct mounting to IN2PETA GPU training jobs.
Need a Custom Labeling Workflow or Specialized Tooling?
Our engineering team builds tailored ontologies, SDK plugins, and bespoke validation scripts in under 48 hours.
Security Built for Mission-Critical AI
Leading enterprises and frontier labs trust IN2PETA with proprietary datasets, clinical imaging, and confidential training corpora.
SOC 2 Type II & ISO 27001
Independently audited operational controls, continuous monitoring, and strict physical and digital security protocols at every layer.
HIPAA & GDPR Compliant
Full compliance for Protected Health Information (PHI) and PII with automated anonymization masks, pseudonymization, and regional data residency.
Air-Gapped & VPC Deployments
Enterprise datasets can be processed within dedicated tenant VPCs, on-premise enclaves, or private cloud environments with strict IP allowlisting.
Strict NDAs & Background Vetted
100% of annotators and specialists sign strict non-disclosure agreements, undergo rigorous identity verification, and operate on watermarked terminals.
Zero Data Retention Guarantee
Upon final client dataset handover and acceptance, source files are cryptographically wiped with verified deletion certificates provided.
End-to-End Encryption
All assets encrypted in-transit via TLS 1.3 and at-rest with AES-256 keys managed via dedicated Hardware Security Modules (HSM).
Why Teams Choose IN2PETA Data Services
Compare the cost, speed, and accuracy of IN2PETA against internal tooling buildout and legacy outsourcing.
| Capability / Metric | In-House Build | Legacy BPO / Crowd | IN2PETA Platform |
|---|---|---|---|
| Label Accuracy SLA | Variable (~85-90%) | ~92-94% | 99.5%+ Multi-tier QA |
| Pilot Turnaround Time | 3-6 Weeks setup | 2-4 Weeks | 48 Hours |
| AI-Assisted Auto-Pre-labeling | |||
| Direct GPU Cluster Ingestion | Manual ETL | Native S3 / GPU Mount | |
| Domain Expert Matching (MDs, Code, Law) | Expensive Recruiting | General Crowd Only | 24,000+ Pre-Vetted |
| SOC 2 Type II, ISO 27001 & HIPAA | High Internal Burden | Varies | |
| Zero Data Retention Guarantee |
Got Questions? We Have Answers
Everything you need to know about our data annotation platform, pilot turnaround, and security standards.
Ready to Build Your Next-Gen Dataset?
Test our 99.5%+ label accuracy with a free 48-hour pilot on your proprietary data. No credit card or long-term commitment required.