Software for the operating layer

Data Infrastructure

Praecise develops the operational data layer that AI runs on — ingestion, integration, and pipelines that connect SCADA, OT, ERP, sensor, and third-party systems into a unified, query-ready foundation.

Capabilities

• Ingestion from SCADA, OT, ERP, CMMS, and sensor networks
• Streaming and batch pipelines for telemetry, imagery, and process data
• Schema, lineage, and data-quality tracking at operational scale
• Edge-to-cloud architectures for bandwidth-constrained environments

Monitoring

Praecise develops continuous monitoring software for distributed assets and operational environments — turning telemetry into actionable signal in real time.

Capabilities

• Multi-source telemetry ingestion (sensors, systems, imagery, logs)
• Anomaly detection with low false-positive rates under noisy conditions
• Condition tracking, asset health scoring, and alert workflows
• Edge and cloud deployment for latency- and bandwidth-constrained sites

Analytics

Praecise develops operational analytics that turn high-volume data into the metrics, patterns, and insights teams act on — across plants, networks, and ecosystems.

Capabilities

• Time-series, geospatial, and process analytics at operational scale
• Root-cause analysis and contributing-factor attribution
• Operator-facing dashboards and machine-readable analytics APIs
• Backfill, replay, and counterfactual analysis on historical data

Predictive Decision-Support

Praecise develops forecasting and decision-support systems that anticipate failures, demand shifts, and operational risk — and surface the recommendation where decisions are made.

Capabilities

• Predictive maintenance and failure forecasting
• Demand, load, and resource forecasting
• Risk scoring and scenario simulation for operational planning
• Recommendation systems integrated into operator workflows

Automation

Praecise develops AI-driven automation for operational workflows — replacing manual coordination and repetitive decision-making with software that runs reliably at scale.

Capabilities

• Workflow and process automation for industrial and corporate operations
• Event-driven orchestration across heterogeneous systems
• Intelligent routing, scheduling, and exception handling
• Integration with existing SCADA, ERP, CMMS, and OT/IT stacks

Agentic Infrastructure

Praecise develops verifiable agentic infrastructure for organisations deploying autonomous AI — every agent carries provable identity, scoped delegation, and a tamper-proof audit trail.

Capabilities

• Cryptographically verifiable identity for human operators and AI agents
• Scoped delegation with spending, action, and time-bound limits
• Multi-layer policy enforcement and human-in-the-loop controls
• Immutable audit trail across identity, delegation, and execution