01 · AUTOMOTIVE
Connected vehicles & mobility
Speech, image, video and multimodal data for in-vehicle experiences, driver assistance and connected mobility systems.
Explore data services →INDUSTRIES WE SERVE
Human data built for real-world AI.
Every industry has its own language, environments, workflows and quality requirements. Life Inc. builds the human-data operations around those realities.
LANGUAGEEVALUATIONVISION
INDUSTRY CONTEXT
Better AI starts with better human context.
From connected mobility to healthcare, finance and retail, we adapt participant profiles, collection environments and quality controls to the use case.
02 · FINANCE
Financial services & fintech
Human language and evaluation workflows for conversational systems, document intelligence and customer-facing AI.
Explore data services →03 · HEALTHCARE
Healthcare & life sciences
Specialized workflows designed around language, research and quality-sensitive AI applications.
Explore data services →04 · RETAIL & E-COMMERCE
Products, search & customer experience
Data that helps search, recommendation, catalog and conversational experiences understand products and people.
Explore data services →SELECTED AUTOMOTIVE AI PROJECT
Real-world voice data for smarter in-car AI.
A large-scale automotive data operation combining participant sourcing, in-car speech and video collection, quality assurance and algorithm evaluation across real driving environments.
Real driving scenariosMulti-location operationsPrivacy-first workflows
4,000+drivers & participants
20+field coordinators
6+vehicle models
99.2%quality pass rate
End-to-end operationRecruitment, NDA/GDPR consent, in-car recording protocols, data upload, QA/QC, algorithm evaluation and final delivery for ML model training.
Data capturedVoice commands, wake-word interactions, infotainment controls, navigation, hands-free calling and natural in-car interactions across diverse accents, native languages, age groups and genders.
Quality & validationCoordinated 20+ field leads and 4,000+ participants across multiple locations, reported speech-recognition failure cases and maintained rigorous privacy and quality controls.
Business impactHigh-quality speech and interaction datasets supported improvements in voice recognition and NLP performance for next-generation automotive AI experiences.
THE AI ECOSYSTEM
Flexible operations across emerging use cases.
Our operating model can expand with new products, markets and data modalities without rebuilding the workflow from scratch.
Technology
AI training, product data, evaluation and human-in-the-loop operations.
Gaming
Localization, player research, conversational data and multimodal evaluation.
Manufacturing
Industrial AI, computer vision, robotics and specialized data workflows.
Travel & Hospitality
Multilingual, conversational and customer-experience data for global markets.
Robotics & Autonomous Systems
Human and multimodal data supporting perception, interaction and evaluation.
Emerging AI
Flexible operations for new models, modalities and products.
COMMON USE CASES
One operational partner. Many data needs.
Build one workflow or combine several capabilities. We can structure the operation around the outcome you need.
01
Speech & Audio
Natural speech, accents, dialects and conversational scenarios.
02
Vision & Multimodal
Images, video and combined human-environment data.
03
Language
Multilingual collection, transcription, translation and localization.
04
AI Evaluation
Human review, ranking, relevance, safety and quality assessment.
HAVE A DATA REQUIREMENT?
Tell us what your AI project needs.
We’ll help you identify the right people, workflow and quality approach.