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Data Observability for Manufacturing, Testing, and Operating Complex Machines

Building 21st-century machines in the public sector requires rigorous testing, validation and auditability. Sift is a telemetry observability platform built for secure environments, enabling real-time and historical analysis of telemetry and sensor data. Sift replaces fragmented tools with a unified, time-aligned data record accessible to engineering, program management, and operational teams across government and defense.

Discover how Sift helps you improve reliability and ship your hardware faster by accelerating development across:

  • Testing
  • Manufacturing
  • Operations

Rules-based Anomaly Detection
Government programs cannot afford surprises during mission execution. Anomaly detection often triggers false positives, with traditional dashboards lacking the insights to pinpoint root causes—much like a check engine light provides little guidance. This lack of precision forces teams to spend hours sifting through data. Sift combines real-time observability with automated anomaly detection, enabling precise root cause identification.

Root Cause Analysis
Finding and fixing the root cause of performance issues is complex and time-consuming. Traditional methods involve piecing together fragmented data, leading to incomplete insights. This makes pinpointing anomalies difficult, causing prolonged downtime, higher costs, and delays in product launches. Sift analyzes data, automates anomaly detection, and delivers real-time insights, enabling you to quickly identify root causes, minimize downtime, reduce costs, and accelerate time-to-market for new products.

Data Sharing & Collaboration
Sift’s role-based access controls and secure sharing workflows let program offices, contractors, and oversight bodies collaborate on the same dataset — without compromising data sovereignty or cybersecurity requirements.

Reporting and Certification
Sift helps agencies meet contractual milestones and compliance obligations faster. By leveraging features such as Role-Based Access Controls, automated rule evaluation, and one-click certification report generation, Sift reduces the time and effort required to manage and review complex datasets. This efficiency allows public sector teams to focus on critical analysis and decision-making while lowering overall costs through secure, organized data sharing and compliance tools.