Agent Traffic Center (ATC)
Enterprise multi-tenant agent orchestration, conflict detection, and audit infrastructure across distributed engineering teams.
Architecture: rule-based conflict engine, MCP tool integration, and immutable audit logs.
Scipionic Labs
Scipionic Labs is the applied research and incubation engine of Scipionic Group. We engineer multi-agent governance, production media intelligence, generative model serving, and sovereign civic AI systems designed for operational resilience and public-benefit spin-offs.
Automated Dailies Intelligence System (ADIS)
Multimodal dailies processing pipeline ingesting raw production footage and screenplays for automated logging, continuity tracking, and script alignment.
Architecture: distributed GPU/CPU worker queues, row-level tenant isolation, and screenplay sync.
Model Runway
Private generative model repository, cache management, and inference gateway for diffusion models with token-authenticated endpoints.
Architecture: Kubernetes PVC model caching, automated Hugging Face ingestion, and isolated inference.
District Platform
Air-gapped, privacy-first AI tutoring and curriculum intelligence platform for K-12 school districts with zero data leakage.
Governance: FERPA/NDPA compliance, prompt-injection defense, crisis intervention, and mastery tracking.
Incubation Lifecycle
We advance experimental technologies through a rigorous three-stage pipeline that tests data isolation, runtime safety, and economic feasibility before spin-off deployment.
1
Systems Architecture & Threat Modeling
Data boundaries, tenant isolation policies, and regulatory compliance proofs.
2
Sandboxed Prototype Validation
Distributed worker queues, model lifecycle caching, and simulated concurrency stress tests.
3
Production Spin-Off & Commercial Scale
Transition from lab builds to independent P&L entities, public pilots, and enterprise SaaS.
Core R&D Domains
Focused research areas translating algorithmic advances into governed, production-grade infrastructure.
Autonomous Agent Arbitration
Deterministic conflict detection algorithms, overlap scoring, and role-based permissions for multi-agent software engineering.
Sovereign Civic Intelligence
Zero-leakage local LLM deployment architectures, student privacy enclaves, and verifiable educational standards alignment.
Multimodal Production Pipelines
High-throughput video-audio-text synchronization, automated scene metadata extraction, and distributed inference queues.
Private Generative Compute
Dynamic model caching, persistent storage abstractions for weights, and authenticated low-latency generation gateways.