Multi Sensor Egocentric Data

LightLayer provides scalable, richly annotated egocentric datasets—synchronized RGB, audio, IMU, and depth—via distributed capture coordination, automated collection workflows, and streamlined annotation pipelines to produce delivery-ready data for embodied AI and robotic perception training.

Gobi is an AI glasses platform offering SENSE⓪ developer kit and SENSE① consumer edition for real-time egocentric multimodal sensing—audio, image, motion—plus developer SDK, on-device processing, secure data workflows, and granular privacy controls.

Appen delivers human‑validated datasets across six domains—alignment, agentic AI, speech/audio, multimodal, physical, and model integrity—using automation and a global workforce of 1 million+ contributors. SOC 2/ISO 27001 certified, it supports large‑scale AI training and independent evaluation.

Sentiance processes sensor data on-device to generate real‑time behavioral insights for drivers and mobile users, enabling safety monitoring, fraud detection, usage‑based insurance, and personalized in‑vehicle features while keeping data privacy and bandwidth minimal.

January AI standardizes multiomic, wearable, and clinical data into clinical-grade, predictive insights via an API-first backend (January Mirror), enabling integration into apps to deliver personalized nutrition, coaching, and biomarker-driven care pathways at scale.

Polar consolidates Shopify, Amazon, and POS data into a single dashboard, leveraging Snowflake for scalable queries. A semantic layer supplies pre‑built metrics, while AI agents deliver tailored insights. Incrementality tests validate marketing impact, and role‑based permissions control team access.

Gyroscope turns an iPhone into a health monitor, collecting camera, food, workout, meditation and blood‑test data to generate personalized scores. It consolidates other health app data, delivers daily reports, guided fat‑loss programs, location‑based tips, and shares insights with doctors.

Rokoko offers studio‑grade motion‑capture hardware and software—full‑body suits, gloves, and facial rigs—that record, edit, and export motion data to Blender, Unreal, Unity, Maya, and more, with real‑time streaming and quick Wi‑Fi setup.

VergeSense Workplace AI Platform unifies sensor data, building systems, badge logs, lease and Wi‑Fi analytics into a data lake, using machine learning to provide occupancy insights, predictive capacity forecasts, automated workflows with ServiceNow and Microsoft 365 for space optimization and cost s

RealEye.io collects real‑time gaze, attention, and facial emotion data via participants’ webcams for image, video, or website stimuli. It offers triggers, heatmaps, fixation plots, API access, and records mouse/keyboard interactions for integrated survey analysis.

Sieve supplies large, annotated video datasets for training generative video, avatar, egocentric perception, and world-modeling systems, delivering time-synced, paired, and conversational training formats via API or storage with compliance and encryption.

YiIotCloud provides cloud video surveillance with multi-camera live view, motion or continuous recording, and configurable cloud retention. AI analytics (face, person, vehicle, animal) reduce false alerts; mobile/web access, sharing, and notifications enable remote incident review.

Globe Explorer is an AI-driven platform for data analysis and trend identification, offering robust topic discovery, visual data representations, insightful reports, and collaborative features to enhance research for educators, researchers, and content creators.

FiftyOne is a visual AI platform that centralizes data curation, annotation, and model evaluation across images, video, point clouds, and metadata. It offers interactive slicing, automatic labeling with confidence scoring, role‑based access, versioning, and open‑source integration.

OpalAi’s Vision Language Models cut video analysis from hours to minutes for planners and safety teams. Its wildfire intelligence turns geospatial data into actionable risk insights, while ScanToBIM/ScanTo3D convert point clouds into BIM or CAD models instantly.

Spatial.ai is an AI tool that uses web and mobile activities to provide real-time behavior segmentation for various industries through their Personalive™ system.

FlyPix AI automatically detects buildings, roads, vegetation, and infrastructure in satellite, aerial, and drone imagery, reducing annotation effort by up to 99.7%. It supports custom model training, multispectral data, and collaborative dashboards for construction, agriculture, and risk management.

Halo is an open‑source AR glasses platform with OLED display, bone‑conduction audio, and on‑device AI powered by Alif B1 Cortex‑M55, enabling real‑time multimodal conversations, context capture, and cross‑platform app development via Lua on ZephyrOS.

SyntheticAIdata is a no‑code synthetic data platform that generates large‑scale, fully annotated computer vision datasets. It eliminates privacy concerns, reduces manual labeling, and supports cloud integration for rapid, balanced, inclusive model prototyping.

MacroMicro supplies real‑time global macro data, interactive charts, and cycle‑analysis tools for cross‑country comparison (US, China, EU, etc.). It offers recession probability, Hawk‑Dove, and Optimism indices, central‑bank filings, ETF screening, and integration with D&B GlobalView.

Be Your Best tracks athlete vision and decision‑making by measuring scan rate during gameplay. It offers real‑time data, progress tracking, leaderboards, and analytics for coaches and analysts to enhance tactical flexibility and possession control.

Ejenta is an AI‑driven connected‑care platform that uses NASA‑licensed agents to continuously monitor patient data from sensors and IoT devices, learning patterns to predict deterioration, delivering personalized prompts, and providing real‑time updates to clinicians for proactive care coordination.

Encord is a data development platform that streamlines data curation, labeling, and model evaluation for AI teams. It supports computer vision and multimodal tasks with advanced user management, customizable workflows, and comprehensive quality metrics.

Ocular AI unifies multimodal data from cloud, local, and external sources into a single catalog for search, versioning, and AI‑assisted labeling with human‑in‑the‑loop. It supports RLHF, GPU training pipelines, RESTful search API, and role‑based compliance controls.

SherlockAI delivers real‑time consumer movement and behavior insights by aggregating millions of data points updated every minute. It offers block‑level global movement resolution, GDPR‑compliant privacy, and API access for actionable predictions.

SnapMeasureAI is a cloud-based AI that creates accurate 3D body measurements from two smartphone photos in under ten seconds, extracting 10,000+ points. It delivers instant, privacy‑protected sizing data to reduce returns and help shoppers find a precise fit.

Selfgazer delivers AI‑powered birth chart, weekly horoscopes, tarot, and I Ching readings grounded in Jungian psychology. Its Swiss Ephemeris engine and heuristics framework generate precise, personalized interpretations across astrology, tarot, and other esoteric traditions.

Mostly AI is a data‑intelligence platform that generates synthetic and mock data with differential privacy, supports production‑data querying via an AI assistant, and offers simulation tools for edge‑case prediction. It facilitates collaboration and secure data sharing on Kubernetes or OpenShift.

Meta AI Demos is a catalog of experimental models and interactive technical demos from Meta Research, enabling developers and researchers to test image/video segmentation and tracking, audio/video generation, embodied agent and 3D localization models, prototype integrations, and evaluate outputs.

Mind Tracker is an AI‑driven mood journal that logs sleep, nutrition, exercise, and social data, offering custom 7‑point scales, emotion‑sphere visualizations, color‑coded mood analytics, exportable CSV/PNG reports, therapist‑ready summaries, and integrated medication reminders.

Kardome’s spatial hearing and cognition AI lets devices locate and identify multiple speakers, delivering low‑latency, context‑aware voice interaction for automotive and smart‑home use. It supports edge processing for instant, accurate intent recognition.

Kami Vision is an AI‑native vision intelligence platform offering real‑time security and monitoring. Its edge-first architecture delivers sub‑50 ms event detection, bank‑grade encryption, and multimodal analytics across 31 million IP cameras for households, enterprises, and city planners.

Polycam captures high‑precision 3D models of objects, interiors, and outdoor sites using photogrammetry and LiDAR. It generates floor plans, measures areas, and integrates with CAD, Unity, Unreal, Blender, Maya. Ideal for architects, engineers, product designers, and media.

Driver•i is an AI-driven video telematics system that records forward and inward cameras, monitors driver drowsiness and distraction with DMS and audio alerts, provides GPS/cloud video access, automated coaching workflows, scoring and fleet integrations for safety, compliance, and review.

Data Services by Clickworker provides a crowdsourced platform for data collection, validation, labeling, and categorization, assigning microtasks to a global workforce. It delivers scalable, ISO 27001‑compliant results and transparent workflow tracking for AI training and market research.

TwelveLabs extracts structured data from videos using AI models Marengo and Pegasus. Its APIs enable time‑based search, on‑demand summarization, and vector embeddings for semantic search and recommendations, supporting media, advertising, and security workflows.

42Signals AI delivers real‑time e‑commerce intelligence, tracking product listings, pricing, and search performance across major marketplaces. It monitors unauthorized sellers, provides price alerts, and analyzes customer reviews to inform inventory and marketing decisions.

Rose AI unifies 50 million time‑series entries from 30+ vendors, automatically cleansing, structuring, and anomaly‑checking data in real‑time. Natural‑language queries and visualizations enable finance teams to extract audit‑ready insights quickly.

Polymath Robotics delivers a software‑first autonomy platform for off‑highway vehicles, offering sensor‑agnostic integration of cameras, LiDAR, radar or custom sensors. It runs onboard, reducing bandwidth use, and provides modular, easy‑install features for fleet operators.

Kin is a personal AI coach that retains user context, offering a five‑domain advisory board and daily voice‑driven sessions. It delivers proactive insights, reflection journaling, and mental‑load tracking, with local encrypted data and full export control.

Jungle AI provides real‑time performance monitoring for industrial assets using unsupervised learning. It ingests sensor data, eliminates on‑site hardware, offers context‑sensitive alarms, and predicts failures to enhance wind, solar, and maritime operations and maintenance.

AI‑powered failure detection for 3D printers, integrated with OctoPrint/OctoEverywhere. Real‑time vision identifies adhesion loss, layer defects, shell issues, extruder blobs, then pauses prints or sends alerts, learning printer‑specific nuances over time.

DataBrain is an embedded analytics platform that gives product teams and developers interactive dashboards, self‑service reporting, and AI‑powered insights. Its low‑code interface and SDK let users customize visualizations, connect to multiple data sources, and embed analytics into applications.

Supermemory unifies user profiling, a vector memory graph, and rapid retrieval into a single API, extracting PDFs, web pages, images, and syncing from Notion, Slack, Google Drive, Gmail, S3. It integrates via TypeScript, Python, or REST.

Lebesgue centralizes eCommerce data from Shopify, WooCommerce, Meta, Google, TikTok, Klaviyo, Amazon, and GA4 into a unified dashboard. It offers first‑party attribution, C‑LTV modeling, product performance, competitive benchmarking, and AI‑guided budget recommendations.

Roboto ingests ROS, PX4, MCAP, Parquet, and custom logs into searchable datasets with tags and metadata. It enables automated processing, anomaly detection, AI‑powered summarization, and collaborative event sharing via Python SDK and CLI.

DeepSense.ai provides end‑to‑end AI solutions for enterprises, integrating large language models, retrieval‑augmented generation, MLOps, advanced computer‑vision, edge inference, and predictive analytics to deliver scalable, real‑time AI agents, co‑pilots, and maintenance optimization.

Latitude offers end‑to‑end observability for LLM deployments, recording inputs, outputs, and context. It enables manual annotations, automated error grouping, continuous evaluation, and prompt optimization with GEPA. OTEL telemetry and SDK integrations support major model providers.

DeepMotion converts video or text into realistic 3‑D character animation, extracting motion from a single camera and offering real‑time body and facial tracking for game devs, VR artists, and content creators. Its API integrates into pipelines, speeding production.

xyzt.ai provides a single‑interface analytics platform that visualizes and analyzes spatio‑temporal traffic, mobility, maritime, and IoT data. It supports raw GPS, map‑matched paths, and aggregated volumes without coding, safeguards data privacy, and offers GenAI queries.