Platform for connected operations

AI‑native automation for connected systems—custom models, workflow execution, and governed outcomes.

MConnect is a platform for OEM and industrial-grade deployments that unifies device/edge telemetry, streaming data, and security signals—then operationalizes them into automated workflows and custom AI models with traceability.

Workflow engine
Automation + policy gates
Custom AI
Domain models + evaluations
Observability
Lineage, audit, SLOs

What MConnect delivers

A technical platform layer that turns raw signals into governed decisions—via data pipelines, workflow automation, and AI systems.

Industrial automation

OPC‑UA/MQTT ingest, edge buffering, time-series normalization, and rules + ML for anomaly detection.

See industries

Automotive & connected vehicles

Signal pipelines (CAN/LIN, SOME/IP), feature engineering, fleet scoring, and automated service triggers.

Explore automotive

Cybersecurity

Security telemetry correlation, policy-as-code enforcement, evidence capture, and response automation.

Security approach

Data‑enforced AI

Custom models, model registry hooks, online evaluations, and human-in-the-loop gates for high-impact actions.

AI offerings

OEM enablement

Device identity, OTA campaign automation, remote diagnostics, and multi-tenant partner workflows.

All offerings

Custom solutions

Composable APIs, event-driven automation, and domain-specific workflow execution tailored to your stack.

Contact

Adopt incrementally. Scale confidently.

Start with one pipeline and one automation loop—then expand with repeatable patterns: schemas, policy, workflow execution, and model operations.

  • Ingest: streaming + batch, edge buffering, schema versioning
  • Execute: event-driven workflows, retries, approvals, runbooks
  • AI: custom models, evaluation, drift monitoring, rollback