Frontier Solutions AI is not built for one industry. The Dual Flywheel is domain-agnostic by design — we've proven it first in the environments with the least tolerance for error. These are our current deployments, not a boundary.
The flywheel doesn't change — what it's grounded in, and what it learns, is configured per domain. SemanticIQ, our semantic data modeling engine, underpins all of them.
Operational intelligence for industrial data teams. OT/IT convergence, real-time KPI monitoring, anomaly detection, agent investigation, and operator validation — anchored to Microsoft Fabric and Eventhouse. The flywheel learns per plant, per asset, per shift pattern.
AI knowledge platform for pharma MES consulting and regulated manufacturing. MBR design, deviation management, GxP-compliant outputs. Architecturally designed for compliance with GxP, GAMP 5, and 21 CFR Part 11 from inception — not retrofitted, built for it.
Grid and asset intelligence. Fabric-anchored, real-time event processing. Anomaly detection, asset health monitoring, and energy optimisation advisory.
Guided semantic layer creation on top of any lakehouse — table discovery, hierarchy mapping (site → area → line → equipment, or the equivalent for your domain), relationships, and business context, generated straight into production-ready Python for agents and analytics pipelines. Not a single-industry play — the same modeling engine underpins every domain we deploy into.