Gen AI

Post-Training & Cognitive Alignment

RLHF, DPO & Preference Optimization

Human feedback, DPO, and preference optimization to align model outputs and eliminate hallucinations.

Multilingual SFT & Prompt Generation

High-quality, multi-turn prompt and response dataset creation formatted in JSON or JSONL.

Chain of Thought (CoT) Reasoning

Step-by-step logical, mathematical, and grammatical breakdown datasets to teach model reasoning.

Safety & Frontier Evals

Adversarial Red Teaming

Prompt injection, jailbreak testing, and socio-cultural policy audits conducted by native speakers.

Model Evaluation & Benchmarking (Evals)

Rigorous testing and benchmarking of enterprise LLMs against industry accuracy, safety, and performance standards.

RAG & Output Validation

Fact-checking AI-generated summaries against source enterprise PDFs and legal or medical documents.
Data Annotation

Computer Vision

Image Annotation

Precise 2D and 3D bounding boxes, polygons, and keypoint labeling for object detection.

Video Annotation

Frame-by-frame object tracking, action labeling, and temporal segmentation for advanced video models.

Image Segmentation

Pixel-level semantic and instance segmentation labeling tailored for autonomous and visual AI systems.

Content & Text

Multilingual Text Annotation & NER

Named entity recognition, intent classification, and precise part-of-speech tagging on multilingual unstructured text.

Global Speech & Audio Diarization

Multi-speaker audio-to-text conversion, timestamping, and phonetic tagging across over 100 global languages.

Trust & Safety (Moderation)

Rule-based data labeling for toxic content filtering, e-commerce catalog tagging, and automated policy auditing.
Industry Solutions

Regulated Enterprise

Healthcare & Life Sciences

Clinical RAG validation, diagnostic imaging annotation, and pharma NLP overseen by medical professionals.

Financial Services & Banking

Risk model scoring, earnings extractions, and fraud detection datasets vetted by financial analysts.

Legal Tech & Compliance

Contract entity recognition, regulatory alignment, and legal LLM evaluation by certified legal experts

Physical & Industrial AI

Autonomous Vehicles & Mobility

Sensor fusion, LiDAR 3D point cloud tagging, perception models, and driver monitoring.

Robotics & Smart Manufacturing

Spatial AI, defect detection, and warehouse automation training data verified by hardware specialists.

E-Commerce & Retail

Optimize search relevance, conversational commerce, and visual product tagging for global marketplaces.
Data Sourcing

Custom Data Collection

Multimodal Data Collection

Crowdsourced, on-demand gathering of native audio, field video, and image data tailored to specific AI requirements.

Custom Multilingual Text Harvesting

Targeted, opt-in native-speaker generation of highly specific, localized text across 100+ languages.

Speech & Audio Training Data

Studio-grade audio sourcing combined with multi-speaker diarization, phonetic tagging, and transcription across 200+ languages and dialects.

Custom Data Collection

Multimodal Data Collection

Crowdsourced, on-demand gathering of native audio, field video, and image data tailored to specific AI requirements.

Custom Multilingual Text Harvesting

Targeted, opt-in native-speaker generation of highly specific, localized text across 100+ languages.

Speech & Audio Training Data

Studio-grade audio sourcing combined with multi-speaker diarization, phonetic tagging, and transcription across 200+ languages and dialects.

Dataset Engineering

Indian Language AI Training Data

On-demand curation of native Indian language text and speech datasets built to client specifications.

Khaleeji & Dialectal Arabic Sourcing

Custom gathering of dialectal and modern standard Arabic datasets engineered for regional and sovereign AI initiatives.
Company

Trust & Operations

About Us & AI Vision

Corporate overview, leadership team insights, and the operational methodology driving our data foundry.

Security & Governance

Data privacy frameworks, ISO certifications, SOC 2 roadmaps, and strict NDA compliance policies.

Join as an Expert

Dedicated portal for onboarding fractional domain specialists, certified lawyers, software engineers, and linguists.

COZNITIV INSIGHTS

Ideas shaping the AI frontier.

Explore the latest insights, perspectives and ideas across artificial intelligence, AI data, multilingual intelligence, model evaluation and emerging technology.

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Post-Training & Cognitive Alignment

Safety & Frontier Evals

Computer Vision

Video Annotation

Image Segmentation

Content & Text

Multilingual Text Annotation & NER

Global Speech & Audio Diarization

Trust & Safety (Moderation)

Regulated Enterprise

Healthcare & Life Sciences

Financial Services & Banking

Legal Tech & Compliance

Physical & Industrial AI

Autonomous Vehicles & Mobility

Robotics & Smart Manufacturing

E-Commerce & Retail

Custom Data Collection

Custom Data Collection

Dataset Engineering

Trust & Operations

About Us & AI Vision

Security & Governance

Join as an Expert

Ideas shaping the AI frontier.

Insights for the AI frontier.