Platform
Every module is a service. Every module speaks the same events.
Digital Twin is a set of independently scalable engines on a streaming event backbone, a CIM-aligned twin model, and a 28-screen operations console. This page lists what ships today, how it is wired, and what is on the roadmap, with honest statuses.
Modules
Operate, plan and model from one console.
Dynamic line ratings & forecast
IEEE 738-2012 steady-state heat balance on live weather cells and measured load. Real-time DLR, 0–240 h forecast with 1-σ uncertainty bands, study mode and FERC 881-style evidence export.
/ratings · /forecastIEEE 738-2012CIGRE TB 601 (R2)
Situational awareness (God's Eye)
One geospatial operating picture across every site: flows, ratings, alarms, health. Seven display modes, tours, follow-mode, whiteboard markup, time travel and natural-language commands.
/gods-eye7 display modesguided tours
Fleet & asset health
Health index and remaining useful life per asset from physics-informed models: transformer hot-spot ageing, wind power-curve deviation, PV performance ratio, ISO 10816 vibration zones, breaker contact wear.
/fleetIEEE C57.91IEC 61400-12IEC 61724ISO 10816-3IEC 62271
3D site twin
Substations, plants, wind and solar parks, refineries and mines in 3D with live sensor overlays, thermal views, inspection mode and what-if physics per equipment.
/twinlive sensor overlayswhat-if physics
Insights, recommendations & ROI ledger
Streaming anomaly detection plus threshold alarms with hysteresis on 60+ tags. Every recommendation carries expected MW, expected USD and confidence; status tracks open → accepted → realised.
/insights · /actionsexpected vs realisedconfidence-scored
Incidents, work orders & dispatch
Alarm-to-crew workflow with SLA timers, dual-control approvals (second approver enforced server-side), fleet dispatch and a SHA-256 hash-chained audit ledger.
/incidents · /work-orders · /dispatchdual controlSLA timers
Enterprise operations: MES, stock & supply chain
Production orders and OEE per work center, spare-parts stock with reorder points, purchase orders with supplier OTIF and shipment risk, and maintenance plans tied to asset health — all on the same twin and event backbone.
/mes · /warehouse · /supply-chain · /maintenanceOEEOTIFMTBF / MTTR
Hosting capacity & developer portal
Feeder-level hosting capacity with smart-inverter and flexible-interconnect options, IEEE 1547 screening, 8760-hour profiles and a persisted interconnection queue with stage SLAs.
/hosting-capacity · /portalIEEE 1547DC power flow
Scenario studio & playback
DC power-flow engine with island detection for outage, weather and load scenarios; full historical playback of the twin state.
/scenarios · /playbackDC power flowisland detection
Data quality scoring
Per-tag 0–100 quality score from gap, flatline, spike and drift detectors, so operators know when a number cannot be trusted before they act on it.
every tag · every screengap · flatline · spike · drift
Lansub AI — self-hosted operations agent
A small language model that runs entirely inside your perimeter — no telemetry leaves the site. It reads every module (twin, alarms, health, MES, stock, supply chain, maintenance), answers with citations, drafts governed actions and learns from outcomes and operator feedback.
Lansub AI dock · every screen62 toolsself-hosted SLMepisodic memory
Compliance & administration
Tenants, users and roles, API keys, integrations, retention tiers, ontology versions, feature flags and the audit ledger, with identity provided by the built-in identity service.
/compliance · /adminRBAC · 6 roleshash-chained audit
Architecture
Ingest once, compute everywhere.
A single telemetry contract feeds every engine; each consumes what it needs and publishes back. The console subscribes live, so an alarm or rating change reaches the operator in well under a second.
Platform layers
| Connect | Read-only acquisition from SCADA, historians, IoT devices, weather and files; every reading validated against a versioned contract | MQTT · OPC UA · Modbus · LoRaWAN |
| Twin model | CIM/CGMES-aligned asset registry with geometry, versioned attributes and full history | 50+ equipment classes |
| Physics engines | Line ratings, equipment health, remaining useful life and power-flow studies, recomputed every second | IEEE · IEC · ISO models |
| Data quality | Gap, flatline, spike and drift detection scores every tag 0–100 before anyone acts on it | per-tag scoring |
| Insights | Threshold and streaming-anomaly detection; recommendations carry expected MW, USD and confidence | outcome-tracked |
| Operations workflow | Work orders, incidents, dispatch, dual-control approvals and the interconnection queue with SLA timers | hash-chained audit |
| Enterprise operations | Production orders & OEE, spare-parts stock, purchase orders and maintenance plans on the same twin | MES · stock · supply · maintenance |
| Lansub AI | Self-hosted agent and autopilot with episodic memory and feedback learning | 62 tools |
| Identity & audit | Tenants, six platform roles, SSO federation and an immutable audit ledger | RBAC · dual control |
| Live delivery | Sub-second push of every alarm, rating and health change to every open console | real-time |
Data streams
| stream | carries | granularity |
|---|---|---|
| Telemetry | validated readings with quality codes | 1 s cadence |
| Weather | gridded observations and forecasts | per weather cell |
| Ratings | real-time + 0–240 h forecast with uncertainty | per line span |
| Health | health index, remaining useful life, risk | per asset |
| Alarms & anomalies | threshold + streaming detections | severity-graded |
| Recommendations | expected MW / USD / confidence → realised | outcome-tracked |
| Governed actions | approvals, write-back commands and results | dual control |
| Enterprise ops | production, stock, supply and maintenance events | cross-module |
All contracts are versioned; customer integrations consume them through the platform API.
Integrations
Works with the systems you already run.
Connectors are listed with their real state. 'Planned' means the interface exists in the admin registry and on the roadmap; it does not mean a certified driver ships today.
| System | Vendors / products | Protocols | Status |
|---|---|---|---|
| Historian / SCADA | AVEVA (OSIsoft) PI, GE Proficy | PI Web API, OPC UA, IEC 61850 MMS/GOOSE, DNP3, Modbus TCP, MQTT / Sparkplug B | connector roadmap R0–R2 |
| EMS (advisory feed) | GE Vernova e-terra | advisory export; write-back feature-flagged (R4) | planned |
| EAM / work management | IBM Maximo, SAP PM | REST, bidirectional work orders | planned |
| GIS / network model | Esri ArcGIS Utility Network, GE Smallworld | FeatureService, CIM/CGMES XML | planned |
| Weather (NWP) | gridded forecast providers | weather.grid topic per cell | live (simulator feed) |
| Market | IEX / ISO price feeds | REST | planned |
| Identity | Microsoft Entra ID, Okta, Keycloak | OIDC / SAML federation; built-in password IdP today | built-in live · federation planned |
| Files & models | — | CSV / Parquet import, CIM/CGMES, glTF site kits, OpenUSD export (R4) | partial |
Vendor and product names are the property of their respective owners and are listed to describe interoperability targets, not partnerships or endorsements.
Roadmap
What ships today and what is next.
Release status as of September 2026. 'Live' features run in our hosted environment and in the local installer; 'in progress' features exist behind flags or in partial form.
- R0live
Foundation
- Streaming event backbone and time-series store
- CIM/CGMES-aligned twin model
- IEEE 738 DLR engine
- Cloud and on-premises installers
- R1live
First value
- DLR + forecast with evidence export
- Fleet health & RUL
- ROI ledger
- 28-route operations console
- Identity, RBAC, login
- R2in progress
Expand
- Hosting capacity + persisted queue
- Developer portal
- DC power flow & scenarios
- Lansub AI: self-hosted agent, autopilot with guardrails, feedback learning
- Enterprise ops: MES, warehouse, supply chain, maintenance
- Protocol connectors (OPC UA, 61850, DNP3, Modbus, MQTT)
- R3in progress
Harden
- Health index across all classes
- Compliance packs (FERC 881, NERC CIP, ISO 55000 evidence)
- Hash-chained audit ✓
- IEC 62443 zone model
- R4planned
Scale
- Guard-railed write-back adapters (EMS/EAM)
- OpenUSD / Omniverse export
- Multi-region SaaS
- R5planned
Platform
- Model marketplace
- Multi-energy (H₂, heat, V2G)
- Partner SDK
Deployment
Your cloud, our cloud, or your data centre.
Managed by Lansub
Dedicated tenant on Microsoft Azure in your preferred region (Central India by default). We run, patch and scale; SSO federates to your identity provider.
Your Azure subscription
Infrastructure-as-code templates deploy the full stack under your governance and cost centre, using containers or your managed services.
On-premises / air-gapped
The same platform packaged for your data centre, container-based, with offline update bundles for control-room networks.
See Digital Twin on your own network data.
A 45-minute working session with our grid engineers on a sanitised slice of your topology and telemetry, followed by a scoped 90-day pilot proposal.