Data Intelligence Pods for Analytics & CVAT
We embed data strategists, analytics engineers, and annotation leads who turn messy datasets into governed, insight-ready assets.
From CVAT labeling pipelines to executive dashboards, Heapx connects ingestion, enrichment, modeling, and storytelling inside one accountable pod.
How Heapx data intelligence pods operationalize insights.
Data Discovery & Source Mapping
Cataloging data sources, data quality scoring, compliance checks, and KPI alignment give us the blueprint for every dashboard, model, and annotation sprint.
Annotation & CVAT Production
We stand up CVAT projects, define ontology, recruit labelers, and implement QA loops so computer vision models start with trusted training data.
Feature Engineering & Analytics Workbench
Analytics engineers build reusable feature stores, metric layers, and governed datasets so dashboards and models ship from the same single source of truth.
Model Ops & Automation
We productionize notebooks into APIs, trigger workflows inside your BI stack, and monitor drift with alerts so models and reports stay reliable.
Insight Enablement & Governance
Enablement docs, runbooks, and workshops ensure your internal teams can trust the lineage, refresh cadence, and access controls baked into every dataset.
Analytics plans tied to business KPIs.
Shared metric layers, executive scorecards, and cadence reviews make sure data work aligns with revenue, risk, and product outcomes.
CVAT + data engineering under one roof.
Labeling leads, analytics engineers, and platform specialists collaborate in the same pod so assets move from raw to production-ready quickly.