Data Infrastructure
Edge-to-core sync patterns
Keep field state and cloud projections aligned under intermittent links.
We model offline buffers, reconciliation windows, and conflict handling without pretending networks are always friendly.
Capabilities
- Conflict taxonomy
- Reconciliation windows
- Device clock drift handling
- Partial batch recovery
- Operator override paths
- Data quality monitors
Outcomes
- Documented sync contract per device class
- Reconciliation activity log fields defined
- Playbooks for split-brain scenarios
FAQ
We benchmark with your expected peak publish rates and retention windows. Very large spikes may require a staged rollout; that scope is spelled out before work begins.
Recent notes
“OTA lattice plan mapped dependencies we had never drawn. One review cycle, not six.”