System highlights
Stage-aware autopilot
The stage-list shows exactly where the orchestrator is focused, what is finished, and what needs human review.
Review Stages
Define research question, inclusion/exclusion criteria, and protocol
Protocol synced to PROSPERO
Jan 10, 09:15
Develop and execute comprehensive search strategies across databases
Multi-database query translated for Embase
Jan 11, 11:05
Title/abstract and full-text screening with deduplication
3 reviewer conflicts ready for adjudication
Jan 12, 14:45
Extract structured data from included studies
New biomarkers detected in trial subgroup
Jan 13, 09:30
Perform meta-analysis, synthesis, and quality assessment
Generate complete academic manuscript following PRISMA guidelines
Artifacts drawer
Every deliverable is versioned, typed, and export-ready the instant it is generated.
Artifacts drawer
Live deliverables, versioned + exportable
Versioned artifacts
23 live
+6 captured in the last 24h
Sync targets
PROSPERO • OSF
Protocols mirrored instantly
Export bundles
RIS · CSV · DOCX
One-click packaging
Research Question Blueprint
PICO scaffold with audit trail ready for PROSPERO export.
Embase + PubMed Draw
Parallel search blocks translated by the orchestrator.
Living Extraction Table
Structured biomarker capture synced to notebooks.
Voice-first control plane
The voice orb keeps the Orchestrator conversational—ask for reruns, exports, or tradeoffs without touching a keyboard.
Voice orb
No menu hunting—speak changes into the runway.
Listening
"Narrow to GLP-1 trials in adolescent cohorts."
Thinking
Parsing registry metadata + risk-of-bias templates.
Speaking
"I deployed the screening agent to re-rank the pool."
Live transcript
Every command is logged, versioned, and shareable.
Spin up dedup agents for GLP-1 adolescent trials.
Deduplication agent activated. Routing conflicts to adjudication view.
Cache the biomarker extraction table and share with Hannah.
Shared v2 extraction table with Hannah and pinned it inside the artifacts drawer.
Multi-agent orchestration
A coordinator agent conducts the swarm—planning, search, screening, and analysis agents stay in sync automatically.
Orchestrator
Multi-agent command stack
Main Orchestrator
Planning
Routing refinements to planning orchestrator.
ETA
00:01:45
Throughput
12 ops/min
96% automation budget in use
Search Orchestrator
Search
Coordinating PubMed + Embase query translation.
ETA
00:03:05
Throughput
18 ops/min
78% automation budget in use
Screening Orchestrator
Screening
Resolving dual-review conflicts via adjudication agent.
ETA
00:06:12
Throughput
24 ops/min
64% automation budget in use
Analysis Orchestrator
Analysis
Spinning up evidence-synthesis + RoB specialists.
ETA
00:12:40
Throughput
8 ops/min
12% automation budget in use