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Terra-Byte.ai platform architecture from data sources to action
PLATFORM

One AI platform for energy, assets and operations.

Terra-Byte.ai unifies IoT data, real-time AI intelligence and ESG reporting into a single enterprise-ready operational intelligence platform.

LAYERS AT A GLANCE

Six layers, one direction: from data to action.

Read from top to bottom: each layer builds on the one before it.

  1. 1

    Data Sources

    Meters, BMS, SCADA, PLCs, solar inverters, DG, BESS, weather and IoT devices across the estate.

  2. 2

    Integration

    Open APIs and pre-built connectors bring data in without rip-and-replace of existing systems.

  3. 3

    Data Layer

    Normalized, time-aligned, validated and audit-grade — the single source of operational truth.

  4. 4

    AI

    Models for forecasting, anomaly detection, optimization and prediction tuned to industrial data.

  5. 5

    Intelligence

    Insights, recommendations and alerts delivered to the people and systems that can act.

  6. 6

    Action

    Applications, workflows and reports that close the loop from data to decision.

Speaks your protocolsBACnetModbusMQTTOPC-UACAN-Bus
FIELD TO DECISION

From field systems to AI-led operations.

Terra-Byte.ai works with your existing infrastructure and adds edge intelligence where deeper integration or local control is needed. No rip-and-replace.

01Connect existingassets02HybridX edge03Terra-Byte cloud04Operationalintelligence
  1. 1
    Connect existing assetsMeters, inverters, BMS, SCADA, PLCs and sensors: the equipment already on your sites.
  2. 2
    HybridX edgeLocal processing, data buffering, protocol conversion and secure connectivity, even offline.
  3. 3
    Terra-Byte cloudOne live data fabric with analytics, forecasting, optimization and AI agents on top.
  4. 4
    Operational intelligenceEnergy, maintenance, sustainability and finance views: every team on the same trusted data.
Speaks your protocols
BACnetModbusMQTTOPC-UACAN-Bus
ARCHITECTURE

Data sources → integration → data layer → AI → intelligence → action.

A stratified architecture where each layer is purpose-built and open — connect what you have, model what you need, act with confidence.

L01

Data Sources

Meters, BMS, SCADA, PLCs, solar inverters, DG, BESS, weather and IoT devices across the estate.

L02

Integration

Open APIs and pre-built connectors bring data in without rip-and-replace of existing systems.

L03

Data Layer

Normalized, time-aligned, validated and audit-grade — the single source of operational truth.

L04

AI

Models for forecasting, anomaly detection, optimization and prediction tuned to industrial data.

L05

Intelligence

Insights, recommendations and alerts delivered to the people and systems that can act.

L06

Action

Applications, workflows and reports that close the loop from data to decision.

AI & INTELLIGENCE

Prediction, optimization, anomaly detection and forecasting.

Industrial AI tuned to the cadence and noise of real operational data — not generic models bolted onto a dashboard.

01

Forecasting

Forecast consumption, demand, generation and spend with confidence bands that account for weather, production and seasonality.

02

Anomaly detection

Detect abnormal consumption, baseline drift and equipment behaviour the moment it appears — before it reaches a bill or a failure.

03

Optimization

Dispatch load-shedding, BESS, solar and generation to minimize cost and demand while protecting operations.

04

Predictive maintenance

Predict asset failures and prescribe interventions using trend, anomaly and failure-mode models.

05

Simulation

Simulate energy assets and networks against real load and tariff profiles before committing capex.

06

Continuous learning

Models retrain on your data, so intelligence improves as the operation changes.

AI MAP

What the AI layer does.

Prediction, optimization, anomaly detection and forecasting — working on the same live data.

Platform AI1Forecasting2Anomaly detection3Optimization4Predictive maintenance5Simulation6Continuous learning
  1. 1Forecasting
  2. 2Anomaly detection
  3. 3Optimization
  4. 4Predictive maintenance
  5. 5Simulation
  6. 6Continuous learning
INTELLIGENCE VIEWS

Every team, one trusted data layer.

Each view is built for a different team, but all run on the same live operational data.

01

Operations Command Center

Portfolio and site performance, alerts and recommended actions.

02

Energy Intelligence

Grid, solar, DG, battery, demand and tariff coordination.

03

Asset Health

Equipment trends, anomalies and maintenance triggers.

04

Billing & Tariff Analytics

TOD, demand, utility bills, MDI and cost forecasting.

05

Sustainability Intelligence

Carbon, ESG, audit packs and reporting readiness.

06

Open Integrations

APIs, BMS, SCADA, meters, gateways, PLCs and partners.

AI-ENABLED ACTIONS

From insight to action.

  1. 01

    Setpoints & peak shed

    Automated demand response when tariffs spike.

  2. 02

    Dispatch & sync

    Battery and DG coordination at the right moment.

  3. 03

    Alerts & work triggers

    Anomalies routed to the right team, instantly.

INTEGRATIONS

Meters, BMS, SCADA, PLCs, solar, DG, BESS, IoT and open APIs.

Bring data in from what you already have — and push intelligence out to the systems your teams already use.

Electricity meters
Gas & water meters
Steam & heat meters
BMS
SCADA
PLCs
Solar inverters
Diesel generators
BESS
Weather
IoT sensors
ERP / MES
CMMS
Finance
Open APIs
Webhooks
SECURITY & DATA

Access control, data handling and deployment architecture.

Enterprise-grade security and flexible deployment — built for the governance demands of industrial operators.

Access control

Role-based access, granular permissions and full audit trails across every action.

Data handling

Validation, lineage and retention controls that keep operational data audit-grade.

Deployment

Cloud, hybrid or on-premise deployment to match your data residency and architecture.

8
Applications on one platform
16+
Integration source types
Sub-minute
Data resolution
Enterprise
Security & deployment

FAQ

Frequently asked questions

How does the Terra-Byte.ai platform work?

Data flows through six layers, from data to action: data sources (meters, BMS, SCADA, PLCs, inverters, DG, BESS, weather and IoT devices), integration, a normalized and audit-grade data layer, AI, intelligence (insights, recommendations and alerts), and action (setpoints, dispatch and work triggers).

What AI capabilities does the platform include?

Forecasting, anomaly detection, optimization, predictive maintenance, simulation and continuous learning, tuned to industrial energy and asset data.

What is the HybridX edge and the Terra-Byte cloud?

The HybridX edge connects to your existing assets and collects and conditions data at the site. The Terra-Byte cloud runs analytics, optimization, forecasting and the AI agents, and turns the result into operational intelligence for your teams.

Which protocols and systems can it integrate with?

Meters, BMS, SCADA, PLCs, solar inverters, DG sets, BESS and IoT devices, through open protocols such as BACnet, Modbus, MQTT and OPC-UA and open APIs.

Can the platform be deployed on-premise?

Yes. The platform supports cloud deployment as well as sovereign and on-premise setups for organizations that must keep data inside their own environment. Ask us for the deployment option that fits your security policy.

REQUEST A DEMO

See the platform on your data.

Book a walkthrough and we'll connect your data sources to the applications that deliver the fastest ROI.