Legacy EdgeVenture Studio · AI & SecurityWe build applied AI and cybersecurity products for consequential work—where domain context, secure deployment, and operational fit are part of the product itself.
Each venture has its own product and market. The studio brings shared technical depth across AI systems, security, and production engineering while keeping the customer problem specific.
Automated adversarial scanning, runtime policy enforcement, and full-trace observability for AI agents. Teams can use it self-hosted or in the cloud. The platform is used by aviation, fintech, and enterprise teams.
Explore Nyraxis ↗Air-gapped model deployment, enterprise retrieval architectures, and fine-tuning pipelines built within an organization’s security perimeter, for data that must remain under its control.
See engineering capabilities ↗Machine learning for dynamic rate sheets, risk-adjusted margins, and competitor intelligence—moving pricing from static spreadsheets toward models that respond to changing market conditions.
See our commercial approach ↗Deep learning applied to protein engineering, molecular generation, and multi-omics analysis, developed with research labs to accelerate early-stage discovery.
Discuss a research partnership ↗We focus where a useful model must meet real systems, hard constraints, and a buyer who needs a dependable outcome.
For product, research, and market conversations across the portfolio.
harsh@legacyedge.io ↗