Services
Engagement models
& service modules
Flexible engagements built around your timeline and challenge.
Engagements
2–3 weeks
Blueprint Sprint
Target architecture, roadmap, milestones, risk register, estimates.
6–10+ weeks
Delivery Build
Implement and integrate; ship in iterations.
Monthly
Operate & Improve
Stabilise, monitor, optimise, and transfer knowledge.
Service Modules
- Container orchestration and microservice architecture
- Infrastructure as Code and GitOps workflows
- Security policies, network policies, and RBAC
- Monitoring, alerting, and distributed tracing
- Automated build, test, and deployment pipelines
- Feature engineering and model training pipelines
- Experiment tracking and model versioning
- Automated model deployment and A/B testing
- Performance monitoring and drift detection
- Governance, auditability, and lineage tracking
- Network measurement ingestion and processing
- Spatiotemporal feature engineering
- Connectivity quality scoring and prediction
- Coverage analysis and planning tools
- Real-time monitoring dashboards and APIs
- Real-time and batch data pipeline design
- Data quality validation and monitoring
- Metadata management and data cataloging
- Schema evolution and versioning
- Data governance and compliance alignment
- Lakehouse architecture design and implementation
- Query engine selection and optimisation
- Storage layout, partitioning, and compaction
- Cost monitoring and resource optimisation
- Multi-tenant data access patterns