From research question to research report in one seamless conversation.
Meet The Orchestrator
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
Research Question, PICO Framework, Inclusion/Exclusion Criteria
Research question, PICO framework, and inclusion/exclusion criteria with audit trail.
Search Strategy
Search strategy translated across databases: PubMed, Embase, pycINFO, CINAHL, SCOPUS, Web of Science.
Evidence Table
Structured biomarker evidence captured synced to table.
Manuscript Draft
PRISMA-ready manuscript with tracked changes.
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
"Please include only randomised controlled trials (RCTs)."
Thinking
"Tell screening agent to only include RCTs."
Speaking
"I instructed the screening agent to only include RCTs."
Live transcript
Every command is logged, versioned, and shareable.
"Can you make sure all records are deduplicated?"
"I deployed the deduplication agent to ensure all records are deduplicated."
"What are the current inclusion and exclusion criteria?"
"we are including only randomised controlled trials (RCTs) in the screening pool."
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
16% automation budget in use
Search Orchestrator
Search
Coordinating PubMed + Embase query translation.
ETA
00:03:05
Throughput
18 ops/min
37% automation budget in use
Screening Orchestrator
Screening
Resolving dual-review conflicts via adjudication agent.
ETA
00:06:12
Throughput
24 ops/min
55% automation budget in use
Analysis Orchestrator
Analysis
Spinning up evidence-synthesis + RoB specialists.
ETA
00:12:40
Throughput
8 ops/min
88% automation budget in use