PHASE 01
Query
Filter
Rank
Research
Collect pathway evidence
/// Biological Simulation >>>
Everyone simulates humans. Where is the platform for biology?
Simulating agentic humans? Everyone does it.
Korvus fills the gap
0:00 / 0:00
/// autonomous agents >>>
Every biological entity, an agent.
Cells, proteins, genes — each modeled as an autonomous LLM agent with its own profile, memory, and adaptive behavior.
Network
NeuronCell Body
EGFRReceptor
p53Suppressor
RASGTPase
mTORKinase
TNF-αCytokine
B CellLymphocyte
AKTKinase
MAPKPathway
AP-1Transcription Factor
IL-6Cytokine
MicrogliaImmune Cell
TP53Transcription Factor
GlutamateNeurotransmitter
AstrocyteGlial Cell
Caspase-3
JAK
NF-κB
TGF-β
CREB
CD4
IL-10
Synapsin
Pyramidal
Glia
BAX
OLIG2
PKC
GFAP
PSD-95
IL-1β
CD8
SOMA
GABA
SIRT1
Dendrite
Core nodes
Ring 1
Signal hubs
Ring 2
Leaf agents
Ring 3
MIND LAYER
Agent Cognition
Each agent carries its biological identity — chemical makeup, receptor density, and signaling history — reflecting on past interactions to determine its next action.
Biological ProfileInteraction MemoryAdaptationPrimary Action
BEHAVIOR LAYER
Agent Behavior
Agents execute deterministic biological processes, but adapt through special-case responses when new conditions like drugs or mutations are introduced.
Regular ActivitiesDrug ResponsesMutation HandlingEnvironment Sensing
COUPLING LAYER
Agent Coupling
Three tiers of biological relationships govern how agents discover and influence each other across the network.
Direct InteractorsPathway FamilyNetwork Family
/// simulation pipeline >>>
From research to insight.
Five visual phases, live-streamed status, side-by-side outcomes.
PHASE 02
Nodes
Edges
Targets
Network
Map entities + edges
PHASE 03
Batch
Params
Seed
Prepare
Configure twin scenarios
PHASE 04
Events
State
Trace
Simulate
Run adaptive agents
PHASE 05
Compare
Explain
Export
Report
Surface clinical deltas
No drug
BaselineNativeControl
With drug
PerturbedAdaptiveShifted
/// capabilities >>>
Built for discovery.
Autonomous agents
128 active
MemoryPolicyCoupling
Multi-Agent LLM Network
Cells, proteins, genes as active agents
Simulation
2 branch runs
No-drugWith-drugDelta
Drug Intervention Analysis
Instant baseline vs intervention split
Literature
560 refs
PapersEntitiesTargets
Pathway Research Engine
Web citations directly into graph
Live pipeline
~140ms
SSEPhasesLogs
Real-time SSE Streaming
Phase events as they happen
OptimizationRoadmap
9 operators
PSOACOQ-Learn
Bio-algorithm toolkit
RL and metaheuristics for search
Grounding
10+ DBs
KEGGNCBIGO
Knowledge Bases
Multi-source biology context
/// intelligence pipeline >>>
Intelligence behind: a swarm of biological agents.
We research your pathway and compound, assemble a validated network of agents and phases, then run paired simulations and distill everything into a single comparative narrative.
Five-stage pipeline
live
forge
01
Discover
Pathway & compound research
12+intel layers
02
Forge
Network & agent factory
92%graph confidence
03
Blueprint
Phased simulation plan
5pipeline stages
04
Execute
Dual-scenario simulation
2×parallel arms
05
Synthesize
Comparative intelligence
1unified report
01
Discover
02
Forge
03
Blueprint
04
Execute
05
Synthesize
Platform stack
4 layersPathway Intelligence
Research-grade pathway & drug context
load82%
Agent & Network Forge
Validated graph, targets, timed phases
load76%
Phased Simulation Core
Batched runs · baseline vs. intervention
load88%
Live Pipeline Stream
Phase-by-phase visibility as it runs
load54%
Synthesize report
Comparative intelligence
load20%
Pipeline signals
Research depth
94%
Phase coverage
5/5
Scenario lift
+18%
Stream health
99%
/// knowledge sources >>>
Library
TheKnowledgeBase
Key biological databases spanning gene, protein, pathway, disease, and molecular resources routinely leveraged during simulation—ensuring our agents reflect grounded biology.
KEGGNCBITCGAGOGEOPIDUniProtWikiPathwaysReactomeCNSDLBCLSRBCT
KEGGKyoto Encyclopedia of Genes and Genomes
NCBINational Center for Biotechnology Information
TCGAThe Cancer Genome Atlas
GOGene Ontology
GEOGene Expression Omnibus
PIDPathway Interaction Database
UniProtUniversal Protein Resource
WikiPathwaysCommunity Pathway Curation
ReactomeReactome Pathway Database
CNSCentral Nervous System Atlas
DLBCLDiffuse Large B-Cell Lymphoma DB
SRBCTSmall Round Blue Cell Tumors
Internal search engine and expanded database planned for v1.0
/// get started >>>
Ready to simulate?
Be the first to explore LLM-powered agent-based biological simulation. Define your pathway, introduce a drug, and watch autonomous agents interact.
Korvus
/// get in touch
Contact us
Have questions, feedback, or just want to chat?
Reach atrithvik_sabnekar@berkeley.edu or book a demo