Research Roadmap
Dream Lab is experimental background research for design partners.
Dream Lab is an experimental Digital Lab Assistant research workspace for design partners. It can perform quota-limited background hypothesis exploration, literature-grounded ideation, critique, and draft protocol skeletoning. Outputs are provisional and require human review before becoming part of the lab record.
Product direction
The near-term product focus remains reviewable ELN records, LIMS context, evidence organization, and human-approved Digital Lab Assistant workflows.
Current customer focus
- ELN records and reviewable documentation
- LIMS context for samples, materials, and custody-relevant events
- Digital Lab Assistant support with human approval
What exists in the prototype
- Quota-limited background hypothesis exploration
- Focus-topic driven research ideation
- Draft finding generation
- Critique and confidence scoring
- Literature citation lookup
- Human-reviewed import into lab records
What remains human controlled
- Not an autonomous lab operator
- Not an approved SOP generator
- Not a compliance validation engine
- Not safety-authoritative without human review