Sense
Capture an approved signal from identified hardware.
GoSense360 Platform
A controlled path from field reading to operational context.
The platform separates the data plane, operational context, business ownership, and recovery responsibilities so the result can be trusted and reviewed.
Platform boundary
Approved sensingIdentity, signal, installation
Data planeValidate, persist, recent state
HistoryAccepted operational evidence
360
Operations layerConditions, alerts, incidents
Control planeBusiness ownership in the business modules
ExperienceAuthorized operational views
Sense to recover
Six responsibilities, kept explicit.
A dependable system is easier to reason about when the hot path, business records, live projections, and recovery routes do not blur together.
Validate
Check credentials, configuration, payload, sequence, and time.
Persist
Store accepted history before refreshing recent state.
Contextualize
Relate evidence to tenant, branch, device, asset, or workflow.
Act
Apply an approved operational or ERP workflow.
Recover
Use bounded paths for buffered data and interrupted effects.
In the field
Separate device connectivity from sensor health.
An online device can still have a faulty sensor. Reviews distinguish communication status from the validity of the measurement itself.
- Device online or offline, shown apart from the reading
- Trends reviewed against an agreed limit, not a single value
- Events kept with the asset and its maintenance record
- Follow-up raised as a task for the responsible team
Available / evidenced
Platform foundations supported by current contracts and tests.
These are carefully worded engineering properties, not claims of perfect availability or universal sensor support.
Identity-bound telemetry
Device identity and configuration are checked at the live ingestion boundary.
History-first acceptance
Accepted telemetry history is persisted before the separate recent-state refresh.
UTC chronology
Time is normalized for consistent ordering across devices, live events, and recovered history.
Tenant-scoped operations
Authorized operational reads and workflows enforce customer boundaries at the responsible service.
Buffered recovery
A dedicated bulk path supports ordered recovery of buffered readings rather than pretending they are current.
Operational conditions
Device liveness, sensor health, alerts, incidents, and notifications are distinct concerns with controlled ownership boundaries.
Reliability model
Durable facts, rebuildable projections, explicit obligations.
Each layer has a narrow job. The live view is fast and rebuildable; it never becomes the owner of business history.
| Layer | Role | Boundary |
|---|---|---|
| Business control plane | Business objects, configuration, workflow ownership, and approved records | Not the per-packet telemetry hot path |
| Time-series history | Accepted immutable telemetry and defined operational facts | Not mutable business workflow ownership |
| Live state view | Fast recent state and rebuildable operational projections | Nothing irreplaceable should live only here |
| Durable obligations | Replayable, idempotent recording work after its defined commit boundary | Not a public business-history source |
Reliability position
Validation, persistence, visible failure behavior, recovery, and idempotent boundaries reduce operational risk. They are engineering controls rather than guarantees covering every possible outage, loss scenario, or duplicate end-to-end delivery.
Intelligence maturity
Analysis and automation grow with evidence.
Advanced capability is introduced only with appropriate data, controls, and acceptance.
A
Available / Evidenced
Validated intake, accepted history, live context, tenant scope, and recovery foundations.
- Telemetry validation
- Operational history
- Recent state
- Condition visibility
W
Workflow Automation
Rules and ERP actions after explicit workflow approval.
- Threshold rules
- Reviewed alerts
- ERP draft actions
- Escalation routes
P
AI Pilot
Bounded by data quality, evaluation scope, and human acceptance.
- Forecasting
- Advanced anomaly detection
- Visual inspection
- Predictive maintenance
Platform discovery