TROUVE LABS PORTFOLIO
Deep Tech Portfolio
& Core IP.
We don't just conduct research; we build companies. Explore the core technologies that have graduated from the lab into sovereign production.
Active Ventures
Core Research Tracks
Agent-Based Systems
Autonomous agents collaborating over distributed graphs to solve complex, multi-step problems.
Graph Reasoning & Optimization
Dynamic graph construction, aggregation, and real-time inference for structural knowledge.
Cryptographic AI
Zero-Knowledge Proofs (ZKPs), secure aggregation, and encrypted computation.
Federated Learning & MLOps
Decentralized model training with verifiable updates, preserving data sovereignty.
Audio & Video Intelligence
Federated perception with privacy guarantees, processing streams at the edge.
Graduated Systems
The Venture Science Model
We operate at the intersection of deep research and venture building. Every project is designed to become a sovereign capability.
Designed for decentralization from day one.
Built with cryptographic guarantees (ZKPs).
Evaluated under real-world network constraints.
Intended for sovereign, on-premise deployment.
Integrated directly into operational stacks.
Focus on system-level emergent intelligence.
Validation Beyond Accuracy
Traditional benchmarks focus on static accuracy. We evaluate research based on operational viability.
System Performance
Under high load & concurrency
Latency & Resilience
Network partition tolerance
Privacy Preservation
Mathematically verified
Verifiability
Cryptographic proof of compute
Stability
Long-term operational uptime
Venture Creation Process
01
Research
Hypothesis & Mathematical Proof
02
Prototype
Isolated Sandbox Validation
03
System
Integration & Architecture
04
Spin-out
Sovereign Deployment & Scale
GraphRAG Research
Federated AV Research
OR + Graph Opt.