Digital Lab Assistant
Digital Lab Assistant for Documentation, Review, and Evidence Organization
The Digital Lab Assistant helps operators turn lab activity into structured, reviewable records. It can draft notes, surface missing context, organize evidence, and support review workflows while operators stay in control of final records.

What the assistant does
Draft structured observations
Suggest missing metadata
Summarize session context
Organize attachments and evidence
Help prepare review and export packages
Flag incomplete documentation
Support protocol-aware review
Human-reviewed AI workflow
Drafts stay reviewable before they become part of the record.
Operators approve documentation, state changes, and safety-sensitive steps.
Suggested context remains tied to samples, materials, evidence, and protocols.
Review gates keep AI assistance aligned with lab operating procedures.
Available in Private Beta
- AI-assisted documentation concepts where implemented
- Reviewable records
- Human approval model
- Contextual records around samples, materials, and evidence
Active R&D
- Vision-first capture
- Image and video-assisted observation drafting
- AI-assisted safety and completeness checks
- Agent and tool governance for lab workflows
Roadmap
- Richer protocol copilots
- Controlled tool use
- Edge and instrument context
- Workflow-specific assistants
Dream Lab: experimental background research mode
Dream Lab extends the assistant into design-partner R&D for background hypothesis exploration and literature-grounded critique. It does not approve procedures or operate instruments, and generated protocol skeletons remain provisional until reviewed.
