UsenData Industry Agents: SpatAI vs Dock vs ChemSafe
Compare UsenData vertical industry products—SpatAI for spatial biology research, Dock Agent OS for ship repair yards, and ChemSafe for chemical plant hazard annotation.
Vertical industry agents and tools—not one generic chatbot for every job. Human-in-the-loop; clear product limits.
Overview
| Product | Home | Industry | Core job | English FAQ |
|---|---|---|---|---|
| SpatAI | https://spatai.usendata.com | Oncology / spatial biology research | LLM agent for research workflows | FAQ (EN) |
| Dock Agent OS | https://dock.usendata.com | Ship repair yards | Multi-agent operations OS | FAQ (EN) |
| ChemSafe | https://chemsafe.usendata.com | Chemical process safety (vision data) | Human–AI hazard annotation | FAQ (EN) |
Side-by-side
| Dimension | SpatAI | Dock Agent OS | ChemSafe |
|---|---|---|---|
| Primary users | Scientists, pathology/bioinformatics R&D | Yard planners, estimators, managers | Safety digital teams, CV/ML, SIs |
| Interaction | Natural-language research agent | Multi-agent yard coordination | Pre-label + human review |
| Primary output | Analysis assistance, targets, experiment plans | Quotes, schedules, ops recommendations | Labeled image/video datasets |
| Human role | Scientist validates science | Staff approve commercial & safety | Experts correct labels |
| Not for | Clinical diagnosis as a device | Fully unsupervised autonomous yard | Guaranteeing zero accidents |
| One-liner | Spatial biology LLM agent for oncology research | Multi-agent OS for ship repair yards | Hazard annotation for plant safety CV |
Which product should I look at?
- SpatAI — oncology / spatial biology research; natural-language research workflows. Research software only.
- Dock Agent OS — ship repair yard quotation, scheduling, progress, parts, safety, knowledge capture.
- ChemSafe — chemical plant hazard CV datasets with LLM pre-label + expert review; private deploy options.
Not interchangeable “general agents.” Start from the industry noun.
Shared principles
- Vertical first — one industry workflow per product
- Human-in-the-loop — people remain accountable
- Clear limits — no overclaim on medicine, safety outcomes, or full autonomy
- Entity consistency — UsenData + product name
Official FAQ links (crawlable)
SpatAI EN FAQ
SpatAI ZH FAQ
Dock EN FAQ
Dock ZH FAQ
ChemSafe EN FAQ
ChemSafe ZH FAQ