Six months ahead
Frontier signal, first
Continuous scouting and NOVA scoring surface buildable research the moment it is published — long before it reaches the market.
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One pipeline
From signal to suite
Identify, develop, fund, commercialize, and protect without leaving the system or losing the research context that makes each venture credible.
Evidence-backed
Targeted capital fit
Scoring, funding matches, and IP drafts all trace back to the discovery and the source that triggered it.
End-To-End Architecture
Inside the running engine
VentureScout unifies every stage of frontier venture creation into a single continuous pipeline. Watch the platform ingest frontier literature, score candidates, cluster thematic suites, and match capital opportunities in real time.
1
Source IngestionarXiv · bioRxiv · CORElive2
NOVA ScoringQAVM Analysislive3
Suite ClusteringAuto-groupedlive4
Capital MatchingOpportunitieslive01 // Scout
Continuous research scouting
The discovery engine monitors arXiv, bioRxiv, medRxiv, Semantic Scholar, USPTO, and CORE on a continuous loop. Each candidate is extracted with full source attribution, preserving the provenance that makes venture-grade evaluation possible.
Monitored Ingestion Feeds:arXivbioRxivmedRxivSemantic ScholarUSPTOCORE
8.9
HighNovelty
9.2
Utility
8.8
Feasibility
8.4
Commercial
9.1
BIORXIVbiorxiv.org
Neuromorphic Photonic Tensor Cores with In-Memory Phase Change
8.6
HighNovelty
9.0
Utility
8.5
Feasibility
8.2
Commercial
8.7
USPTOpatents.google.com
Solid-State Sodium-Ion Electrolyte with Micro-Architected Interface
8.2
PromisingNovelty
8.1
Utility
8.9
Feasibility
7.9
Commercial
8.0
MEDRXIVmedrxiv.org
High-Throughput CRISPR-Guided Epigenetic Reprogramming Matrix
7.8
PromisingNovelty
8.4
Utility
8.1
Feasibility
7.2
Commercial
7.6
02 // Cluster
Structured venture portfolios
Group related discoveries into themed suites for deeper analysis. Each suite calculates a synergy score based on NOVA compatibility, semantic alignment, and complementary strengths — turning individual signals into coherent venture narratives.
Quantum Sensing & Metrology
Auto-ClusteredVentures12
Neurotech & Brain-Computer Interfaces
Auto-ClusteredVentures8
Sustainable Energy Materials
Auto-ClusteredVentures15
Autonomous Bio-Robotics
Auto-ClusteredVentures6
Portfolio composition
Active suites4
Total ventures
41
Avg per suite
10
03 // Fund
Funding opportunity matching
The Capital module matches your venture portfolio against active funding opportunities from federal agencies, foundations, and venture programs. Match scores are calculated from technical alignment, TRL fit, and funding ceiling compatibility.
Active opportunities
SBIR Phase I — Quantum Computing Applications
2026-12-15NSF
Ceiling: $275K3–5 TRL
NIH R01 — Neurotechnology Innovation
2027-01-08NIH
Ceiling: $2,500K4–6 TRL
DOE ARPA-E — Advanced Energy Storage
2026-11-30DOE
Ceiling: $5,000K5–7 TRL
DARPA Young Faculty — Frontier Sensor Systems
RollingDARPA
Ceiling: $1,000K2–4 TRL
Funding pipeline overview
Active opportunities4
Max ceiling
$5,000K
Avg ceiling
$2,194K
04 // Operate
Autonomous system intelligence & telemetry
Real-time system telemetry, pipeline monitoring, and centralized control. MetaForge executes authorized improvements safely while operators maintain situational awareness across every active context stream.
System Ledger — live inbox counts
>[INTER] 1,247 discoveries · ARXIV
>[INTER] 342 discoveries · BIORXIV
>[INTER] 189 discoveries · MEDRXIV
>[INTER] 891 discoveries · SEMANTIC SCHOLAR
>[INTER] 456 discoveries · USPTO
>[INTER] 120 discoveries · CORE
MetaBrain proposal pipeline
Enhance discovery scoring with cross-source novelty weighting
Control Plane — authorized
Add USPTO citation network to QAVM commercial axis
Control Plane — building
Deploy adaptive NOVA weight tuning based on portfolio composition
Control Plane — pending
Scored Inventions
1,438
Active Suites
4
Funding Matches
18
Context Streams
8