Service Experience & Network Inteligence > Stechs Data

Stechs Data

Data analytics services for proactive user-experience metrics across access and home networks.

Stechs Data is a professional services offering that puts deep telecom domain expertise and advanced analytics to work for your network. We partner with CSPs to build automated, persistent analysis pipelines that continuously monitor access and home network data, turning raw information into durable operational capabilities that predict risk and prevent service impact.

Impact you can act on

Predict risk, don't triage it

Leverage ML-assisted analytics to forecast which assets, segments, or customer populations are heading for degradation. Prioritize proactive work before the outage hits.

Cut time to resolution

Correlate signals across access and home domains in a unified operational view. Narrow your investigation and resolve issues faster.

Operationalize saving

Convert every deep investigation into an automated, repeatable analytics pipeline. Stop manual data hunting and lock in consistent, automated decision-making across teams.

Elevate the subscriber experience

Make recurring degradations measurable and trackable over time. Ensure systematic quality improvement that your customers will notice.

Core platform components

Stechs Data engagements utilize proprietary tools and proven analytical methods — guided by deep expertise in broadband access and home networking — to deliver operational insights via these core components:

Operational visibility (dashboards and reporting)

Deliver interactive dashboards that help teams review KPIs, anomalies, and trends in a consistent way across domains. Generate tailored reports for network operations and planning to align stakeholders on KPI definitions and time windows.

Data lake and analytics engine (ML + prediction)

Analyze historical data, run anomaly detection and failure prediction models, and convert results into actionable operational insights.

Data exploration and BI integration

Enable deeper exploration of datasets and export outputs directly into external Business Intelligence (BI) environments for broader analysis and stakeholder reporting.

Actionable analytics for key network domains

We turn raw data into concrete, operational outputs for your most critical fixed network and home environment challenges.

FTTH (PON) Network Intelligence

Proactively monitor optical health. Predict ONT failures before service impact and correlate degradations by OLT, splitter, or geography.

HFC Degradation Analysis

Identify abnormal segments and service degradation patterns by correlating plant behavior directly with customer-impact indicators.

Home Wi-Fi Stabilization

Detect and correlate abnormal STA disconnections with firmware or upstream access-network signals to build persistent stability indicators.

Delivery and operational flexibility

We treat your operational model as the foundation of our work. We don't start analysis until we align completely with your operating model and data governance requirements. We prioritize data access, privacy, and security constraints first, tailoring the engagement to ensure full compliance and trust before any operational output is delivered.