AI and ML solutions, built for regulated environments.
Noviscent designs, builds, and deploys AI and ML systems that run on embedded devices, OT equipment, and single-tenant clouds. Every solution includes compliance, traceability, and audit-ready evidence aligned with healthcare, med-device, pharma, and advanced manufacturing standards.
We help teams adopt AI safely and responsibly by combining engineering with assurance: model lineage, PHI handling, bilingual documentation, and regulatory artifacts your auditors can review.
What we deliver
- Embedded and edge AI: LLM, vision, retrieval, and agent workflows that run on devices, gateways, OT systems, and factory equipment.
- Cloud and hybrid AI: Single-tenant VPC deployments, hybrid edge-cloud pipelines, and secure retrieval systems with strict data residency controls.
- Predictive maintenance: AI models that detect anomalies, score asset health, and surface early fault signals from embedded logs or telemetry streams.
- Telemetry and data engineering: Unified pipelines for medical devices, manufacturing lines, and OT networks with tamper-evident audit trails.
- Post-market and quality intelligence: Automated signal detection from service logs, adverse events, and quality systems to support CAPA and compliance.
- Regulatory assurance: Evidence packs, model and data lineage, PHIPA and PIPEDA alignment, and documentation frameworks for IEC 62304, ISO 13485, GxP, and similar standards.
How we work
We engineer AI systems from concept to deployment, and we pair them with the proof regulators require. Whether you need an embedded inference flow, a VPC-based agent, or a hybrid edge-cloud pattern, our solutions arrive with audit-ready documentation and a clear validation trail.
Engage us to develop new AI capabilities, modernize an existing system, or integrate assurance-grade automation into your reliability and post-market workflows.