Features overview

Real-time data and SCADA integration

Cypher connects directly to sensors, PLCs, and SCADA across 25+ control systems, creating a unified, vendor-neutral view of the field. It discovers and maps every sensor, PLC, and pipeline node into a living graph of the operation (2,000–10,000+ nodes) and ingests 150+ real-time data points per device every 67 ms to recalculate key operational metrics continuously.

Graph-native decision engine

Built on graph neural networks tailored for networked assets like wells, gathering lines, compressors, and trunk lines, Cypher understands how changes at one point affect the entire system. Using neuro-symbolic data canonization, it reconciles messy tags, naming schemes, and contracts into a single, consistent operational model, then evaluates thousands of routing and control scenarios to surface the most effective options for the operations team.

Operational optimization and recommendations

Instead of just displaying telemetry, Cypher continuously analyzes flows, pressures, setpoints, and routing to identify opportunities to increase cash flow, throughput, and reserve value while respecting equipment and regulatory constraints. It delivers ranked recommendations and “what-if” scenarios that controllers and engineers can review and implement through existing control systems and procedures.

Predictive maintenance and reliability

Cypher builds health profiles for critical equipment (pumps, compressors, valves, meters) based on multi-sensor histories, operating envelopes, and event logs. It detects emerging anomalies, failure signatures, and efficiency loss early and generates prioritized maintenance suggestions with estimated risk and production impact, helping planners schedule work to minimize unplanned downtime.

Economics, contracts, and market intelligence

Cypher ingests contracts, tariffs, and commercial constraints alongside physical data so that economics are embedded in every recommendation. By integrating market price feeds and running production and reservoir economics scenarios, it helps teams choose operating strategies that favor long-term value and margin instead of chasing short-term volume alone.

Enterprise visibility and explainability

The platform generates unified KPI dashboards that tie top-level metrics (throughput, losses, emissions, margin per barrel) back to the underlying sensors, assets, and contracts. Every recommendation comes with clear rationale and a full audit trail in plain language, with role-specific views for field operators, controllers, production engineers, finance, and leadership.

ESG, safety, and compliance

Cypher continuously monitors emissions-related signals, flaring, venting, and leak indicators as part of the same decision graph used for operations and economics. It flags conditions that may push the system toward environmental, safety, or regulatory thresholds and recommends actions or priorities to remain within limits and support ESG reporting.

Deployment model and integration

Cypher is delivered as an on-prem or edge-centric solution that can run close to the field for low-latency analytics without changing existing control architectures. It integrates with current SCADA, historians, production accounting, and data lakes, no rip-and-replace, aiming for implementation in months and early, measurable financial uplift during pilots.