01 · INDUSTRIALControlled workflows
Manufacturing & industrial operations
Assembly, inspection, maintenance, packaging, material handling and operator-centered workflows in approved production environments.
Execution environments
Data collection built around real operating environments.
AMSYNK supports domain-specific collection, dataset qualification and data products across robotics, healthcare, enterprise AI, manufacturing, logistics, retail and conversational systems.
Industry portfolio
Industries served through defined data programs.
Each engagement is scoped around the task, data source, access requirements and acceptance criteria.
Robotics & Embodied AI
Egocentric, ego-exo, multi-camera, human demonstration and task-state data.
Healthcare & Medical AIMedical imaging, longitudinal, clinical, specialty and synthetic healthcare products.
Enterprise AI & AgentsLogs, support, connected enterprise worlds, curated corpora and evaluation data.
Manufacturing & IndustrialOperational environments, technical assets, engineering workflows and real-world process data.
Retail, Logistics & CommerceInventory, picking, packing, handling, customer-support and operational task data.
Language & Conversational AISpeech, conversation, transcription, diarization and multilingual QA.
Task definitionObservable activity first
Start, end, steps, duration and repetition are defined.
PermissionsAccess before capture
Site approval and participant consent are scoped to the project.
Capture designViewpoints fit the task
Egocentric, exocentric, multi-camera or other approved setup.
DeliveryMetadata with the media
File structure and required context are planned up front.
Environment portfolio
Real-world task collection across the environments your models need to understand
The examples below represent common categories that can be assessed. Final feasibility depends on the exact activity, location, permissions and specification.
02 · TECHNICAL SERVICETool-use sequences
Automotive & technical service
Diagnostics, repair, component replacement, bench work and detailed tool interactions where hand visibility and task progression matter.
03 · FIELDWORKOutdoor operations
Agriculture & outdoor fieldwork
Planting, harvesting, sorting, inspection and equipment use in real operating conditions with environment-aware planning.
04 · LOGISTICS & RETAILStructured movement
Field documentation & inspection
Structured document capture, inspection records and on-site observations collected under project-defined protocols.
05 · HOUSEHOLD & HOSPITALITYConsent-aware
Household & hospitality workflows
Cooking, cleaning, organization, appliance use and object interaction with clear privacy boundaries and participant consent.
06 · ROBOTICS & EMBODIED AIMulti-view context
Robotics & embodied AI programs
Human demonstrations, synchronized observations and task sequences where the project requires structured first-person or multi-view context.
Feasibility control system
What we validate before collection starts
A category is only the starting point. These controls determine whether a task can be collected safely, consistently and in the required format.
Task definition
Observable start and end states, required steps, duration, repetition and acceptance criteria.
Scope controlAccess & permissions
Site approval, participant consent, privacy boundaries, restricted areas and location-specific constraints.
Permission gateCapture design
Viewpoints, resolution, frame rate, audio, sensors, timestamps and device-placement requirements.
Protocol gateSafety & operations
PPE, supervision, equipment constraints, working windows, disruption limits and escalation procedures.
Execution gateDelivery requirements
Metadata, annotation, QA thresholds, folder structure, naming conventions and secure transfer method.
Handoff gateHave a specific task environment in mind?
Send the exact activities, geography, expected volume, capture setup and operating constraints. We will assess feasibility before proposing scale.