Industrial Decision Intelligence

Decision systems for demanding industrial environments.

StrataMar delivers robust, scalable decision intelligence for operations where resources are constrained, conditions change over time, and outcomes must be reliable at scale.

Built for industrial rigor

Decision intelligence

Structured decision layers that handle long time horizons, multiple objectives, and operational constraints without brittle heuristics.

Robustness

Systems designed to perform under distribution shift, partial observability, and resource limits. Engineered for reliability, not demos.

Integration

Deploy alongside existing data pipelines, control systems, and enterprise tooling. APIs and interfaces built for production integration.

Layered for scale and clarity

Orchestration — Coordination across time scales and decision levels.
Policies — Action selection under constraints and uncertainty.
State & models — Representation and forecasting of system dynamics.
Integration layer — Connectors to SCADA, MES, data lakes, and APIs.
Observability — Logging, metrics, and audit trails for compliance and tuning.

Industrial challenges we address

Resource allocation & scheduling

Allocate limited capacity, labor, or equipment across tasks and time windows while respecting constraints and priorities.

Process control & optimization

Continuous tuning of setpoints and operating regimes under changing feedstock, demand, and equipment state.

Supply chain & inventory

Ordering, replenishment, and buffer sizing under lead-time and demand uncertainty and cost trade-offs.

Maintenance & reliability

When to inspect, repair, or replace—balancing availability, cost, and risk over long horizons.

Engineered for production

Scalability

Horizontal scaling and batch/stream processing for large state spaces and high decision frequency.

Determinism & reproducibility

Versioned models and configs, reproducible runs, and clear rollback paths.

Security & compliance

Access control, audit logs, and deployment patterns that fit regulated and safety-critical contexts.

Interoperability

Standard protocols and formats. Integrate with your stack rather than replace it.

StrataMar

StrataMar builds decision systems for industrial and operational environments. We focus on problems where the time horizon is long, the environment is non-stationary, and decisions must be robust and auditable.

Our platform is designed for engineering teams who need decision intelligence that integrates with existing infrastructure—not research prototypes or one-off experiments. We emphasize scalability, integration, and operational reliability.

For an introduction to the platform, visit the StrataMar Industrial Control Core (SICON) preview at sicon.stratamar.net.

Get in touch

For enterprise inquiries, partnerships, and technical discussions.