Autonomous Research Operating System
Autonomous biological research, from intent to experimental reality.
Describe the molecule, protein, enzyme, or biological function you want. BioSphereer develops the evidence-backed research path—and continuously improves it with every result.
AI PLANNING · CONTROLLED EXECUTION · COMPLETE PROVENANCE
One connected system
A complete research system, not another laboratory dashboard.
BioSphereer connects scientific knowledge, planning, execution, analysis, documentation, and iteration in one visual research environment.
Biological objective
Turn natural-language intent into a measurable research target.
Scientific strategy
Connect evidence, assumptions, uncertainty, and candidate approaches.
Experiment design
Plan parallel campaigns around information gain and measurable progress.
Laboratory execution
Coordinate approved workflows across samples, devices, and schedules.
Research memory
Structure every result so it improves the next scientific decision.
Governance
Keep consequential actions controlled, explainable, and fully traceable.
The disconnect
Biological research remains fragmented.
Scientific context is distributed across publications, notebooks, spreadsheets, device software, analysis scripts, approvals, and human memory.
Traditional workflow
- Goal
- Literature
- Spreadsheet
- Manual experiment design
- Device software
- CSV export and report
BioSphereer research loop
- Goal
- Evidence
- Strategy
- Experiment
- Execution and analysis
- Learning and next experiment
Continuous research loop
Every experiment improves the next one.
The system connects the objective to evidence, strategy, execution, measurement, and a continuously optimized next decision.
Goal Builder
Research begins with the desired biological outcome.
BioSphereer translates intent into target identity, function, quality criteria, host-system scope, priorities, constraints, measurements, and open uncertainties.
- Natural-language target definition
- Measurable success criteria
- Confidence and uncertainty tracking
Specialized intelligence
One research system. Thirteen focused modules.
Dedicated models coordinate target definition, evidence, strategy, experiment design, execution, analysis, optimization, monitoring, provenance, and documentation.
Research orchestration
Part of the coordinated BioSphereer intelligence layer.
Target definition
Part of the coordinated BioSphereer intelligence layer.
Evidence mapping
Part of the coordinated BioSphereer intelligence layer.
Research strategy
Part of the coordinated BioSphereer intelligence layer.
Experiment design
Part of the coordinated BioSphereer intelligence layer.
Governance
Part of the coordinated BioSphereer intelligence layer.
Result analysis
Part of the coordinated BioSphereer intelligence layer.
Next-best experiment
Part of the coordinated BioSphereer intelligence layer.
Physical execution
Scientific Engines extend into the laboratory.
AURA sequences the campaign while SENTINEL, FORGE, ORBIT, PULSE, and TRACE govern the bridge from an approved plasmid design to coordinated machinery execution.
- DNA assembly compiled against validated capabilities
- Robotic sample transfer and probe-handling schedules
- Live telemetry, anomaly detection, and complete lineage
