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Ten Terra-Byte.ai energy and asset applications on one data layer
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ENTERPRISE APPLICATION SUITE

Ten applications.
One live operational data layer.

Purpose-built operational AI applications for telemetry, asset lifecycle, bill audit, solar intelligence, capital planning, geospatial networks, ESG compliance, and industrial balance-sheet margin.

INTEROPERABLE ARCHITECTURE

Deploy individually or orchestrate as a single command plane.

Unlike siloed point solutions that trap telemetry in isolated dashboards, all Terra-Byte.ai applications connect to the exact same normalized time-aligned fabric.

Telemetry ingested for TerraEMS immediately trains anomaly models in TerraEAM, validates tariff rates in TerraBill, models investment payback in TerraFinance, and generates auditable Scope 1 & 2 carbon ledgers in TerraNZero.

10 Apps
Single Universal Fabric
Zero duplicate data pipelines or rip-and-replace integrations required across industrial sites.
<12ms
Cross-Application Latency
Streaming edge telemetry propagates to financial and maintenance models in near real-time.
100%
Meter-to-Report Lineage
Every invoice, carbon disclosure, and asset health alert traces directly to verified meter sensors.
14 Days
Fast Modular Onboarding
Hardware-agnostic gateways for Modbus, BACnet, OPC-UA, DLMS, MQTT, and regional SCADA.
ECOSYSTEM MAP

Ten applications. One data layer.

Deploy individually or orchestrate them together on the same live operational data.

Terra-Byteplatform10 applications1TerraAI2TerraAI BatteryIntelligence3TerraEMS4TerraBill5TerraPV6TerraEAM7TerraSim8TerraSpatial9TerraNZero10TerraFinance
  1. 1TerraAI
  2. 2TerraAI Battery Intelligence
  3. 3TerraEMS
  4. 4TerraBill
  5. 5TerraPV
  6. 6TerraEAM
  7. 7TerraSim
  8. 8TerraSpatial
  9. 9TerraNZero
  10. 10TerraFinance
Four domainsDeploy individually or orchestrate as a single command plane.Ten applications. One data layer.TerraAI and TerraAI Battery Intelligence.Energy Intelligence
AI & DECISION INTELLIGENCE

TerraAI and TerraAI Battery Intelligence.

AI layers built on the Terra-Byte.ai data core. Dashboards for depth, TerraAI for decisions.

01

TerraAI

AI agents, insights & decisions: one daily executive brief.

02

TerraAI Battery Intelligence

Battery AI, range & reliability: one digital profile for every pack.

TerraAI →TerraAI Battery Intelligence →

SUITE 01 // CORE INFRASTRUCTURE

Energy Intelligence

Live operational metering, tariff auditing, contract management, and utility-scale solar generation intelligence.

3 APPLICATIONS
EMS Telemetry Core

TerraEMS

Energy metering, management & saving

The live operational layer that turns every meter, sub-meter, and sensor across electricity, gas, water, and steam into actionable energy intelligence.

Real-time multi-utility telemetry ingestion
AI anomaly & baseline drift detection
Peak demand & MDI penalty prevention
12–28% Typical Savings Explore TerraEMS →
BIL Tariff & Billing

TerraBill

Energy bill & tariff intelligence

Automated reconciliation of utility invoices against live meter data, modeling TOD tariffs, wheeling charges, Open Access accounting, and demand penalties.

Automated OCR bill ingestion & audit
True cost-to-serve asset attribution
Open-Access banking & DISCOM dispute proof
3–9% Spend Recovered Explore TerraBill →
PV Solar Generation

TerraPV

Solar system management & analytics

String-level performance ratio (PR) monitoring, inverter clipping analysis, weather-normalized expected yield, and hybrid solar-plus-storage optimization.

String I-V curve & tracker slip diagnostics
Satellite cloud vector generation forecast
Solar + BESS + DG hybrid dispatch
2–6% PR Yield Uplift Explore TerraPV →
SUITE 02 // RELIABILITY & MAINTENANCE

Asset & Operations Intelligence

Continuous predictive maintenance, equipment health scoring, spare parts inventory, and automated field dispatch.

1 APPLICATION
EAM

TerraEAM

Asset lifecycle & maintenance intelligence

Predictive Maintenance

Comprehensive equipment lifecycle management from initial commissioning to end-of-life retirement. Replaces static calendar schedules with real-time vibration, thermal, pressure, and acoustic AI health models to predict failures before unplanned downtime hits the plant.

Live Health Scores: Machine-learned multi-sensor degradation telemetry
Work Order Dispatch: Automatic technician assignment with parts context
Criticality Matrix: Spares prioritization tied directly to line downtime impact
Failure Mode & RUL: Remaining Useful Life forecasting on pumps, motors & chillers
20–40% Downtime Reduction Explore TerraEAM →
SUITE 03 // PRE-CAPEX & DIGITAL TWINS

Planning & Simulation

Simulate capital energy assets, tariff changes, and geographic field estates before investing capital or breaking ground.

2 APPLICATIONS
SIM Scenario Modeling

TerraSim

Energy asset & network planning and simulation

De-risk multi-million dollar energy investments. Simulate solar, BESS capacity, DG, heat pumps, chillers, and EV fleet chargers against real historic load profiles and future tariff projections.

Side-by-side CAPEX, OPEX, and payback scenario comparison
Electrical network load flow & substation capacity constraints
Sensitivity analysis against volatile fuel and weather changes
Pre-Capex ROI Verified Explore TerraSim →
GIS Geospatial Twin

TerraSpatial

Geospatial mapping & land boundary analytics

Unify geographic estate mapping with physical operations. Connect pipelines, sub-surface conduits, street lights, field technicians, and parcel legal boundaries into a live interactive map.

Layered telemetry overlays directly onto satellite GIS topography
Right-of-way surveillance and land encroachment alerts
Mobile field team geofencing & live inspection dispatch
Field-Ready Spatial Twin Explore TerraSpatial →
SUITE 04 // GOVERNANCE & P&L IMPACT

Sustainability & Financial Intelligence

Audit-grade carbon accounting, statutory ESG reporting, product margin cost attribution, and enterprise capital budgeting.

2 APPLICATIONS
NZ0 ESG & Carbon Ledger

TerraNZero

Carbon and ESG accounting suite

Turns raw meter and operational telemetry into audit-grade Scope 1, 2, and 3 emissions accounts, replacing once-a-year manual spreadsheets with continuous compliance.

BRSR, GRI, TCFD, and CDP statutory disclosures mapped
Renewable energy certificate (REC) and carbon offset ledger
Abatement pathway modeling and net-zero roadmap tracking
Audit-Grade Lineage Explore TerraNZero →
FIN Financial Costing

TerraFinance

Financial analytics and cost intelligence

Connect operational energy and asset physics directly to financial line items. Real-time cost-of-goods-sold (COGS) variance, true product margins, and Capex payback verification.

Bottom-up energy and maintenance budgets from actual meter runs
SKU-level and production line margin variance tracking
Verified Capex payback audit for solar, chillers, and BESS
P&L Margin Linked Explore TerraFinance →
APPLICATION MATRIX

Find the right application for your operational priority.

Explore primary user personas, core inputs, algorithmic intelligence layers, and tangible business deliverables across the suite.

Application Primary Category Key Users Primary Data Ingested Key Operational Outcome Details
01 TerraEMS Energy Intelligence Energy Managers, Plant Engineers Meters, SCADA, PLCs, Sub-meters 12–28% energy cost reduction; MDI curtailment View App →
02 TerraBill Energy Intelligence Finance, Commercial Leads, Billing Auditors Utility Bills (OCR/PDF), TOD Meters, Tariffs 3–9% spend recovered; Open Access audit View App →
03 TerraPV Energy Intelligence Solar Asset Managers, O&M Engineers Inverters, Pyranometers, Weather feeds 2–6% PR yield uplift; string degradation alerts View App →
04 TerraEAM Asset & Operations Maintenance Heads, Reliability Engineers Vibration, Thermography, Oil DGA, Run-hours 20–40% unplanned downtime cut; dynamic work orders View App →
05 TerraSim Planning & Simulation Chief Strategy Officers, Capex Planners Load profiles, Grid constraints, Capex models De-risked BESS/Solar capex; load-shedding simulation View App →
06 TerraSpatial Planning & Simulation Municipal Engineers, GIS Analysts, Field Teams ESRI GIS, Satellites, Streetlights, Pipe sensors Real-time geospatial twin; right-of-way surveillance View App →
07 TerraNZero Sustainability Chief Sustainability Officers, ESG Compliance Meters, Fuel purchase, RECs, Utility bills Audit-grade Scope 1·2·3 ledgers; BRSR/TCFD export View App →
08 TerraFinance Financial Intelligence CFOs, Financial Controllers, Operations VPs ERP cost centers, SKU batch records, Energy rates True SKU cost-to-serve; verified Capex ROI proof View App →
09 TerraAI AI Agents & Decisions CEOs, CFOs, heads of facilities, ESG leads Meters, BMS, SCADA, inverters, bills One ranked daily brief with owner-ready actions View App →
10 TerraAI Battery Intelligence Battery Intelligence Fleet operators, charging and service teams Battery BMS, battery IoT, vehicle IoT, chargers One digital profile per pack; SoC, range and SoH checked live View App →
MEASURED OPERATIONAL IMPACT

Proven enterprise results across 14,000+ monitored nodes.

12–28%
Energy cost reduction in year one
20–40%
Less unplanned asset downtime
3–9%
Spend recovered via bill audit
Audit-Grade
Carbon & ESG automated reporting

FAQ

Frequently asked questions

What applications does Terra-Byte.ai offer?

Ten applications on one live data layer: TerraEMS, TerraBill, TerraPV, TerraEAM, TerraSim, TerraSpatial, TerraNZero, TerraFinance, TerraAI and TerraAI Battery Intelligence. They cover energy, assets and operations, planning and simulation, sustainability and finance, and AI agents.

Which application should we start with?

Energy is the strongest ROI entry point, so most operators start with TerraEMS for energy metering and savings, TerraBill for bill and tariff intelligence, or TerraPV for solar. Asset-heavy sites often start with TerraEAM for predictive maintenance.

Do we have to buy all ten applications?

No. Deploy any application on its own and add others later; because they share one data layer, each new application builds on data you already have.

What is the difference between TerraAI and TerraAI Battery Intelligence?

TerraAI delivers a ranked, plain-language daily brief across your sites, built on your Terra-Byte.ai deployment. TerraAI Battery Intelligence is an AI layer that links battery BMS, battery IoT, vehicle IoT and charger data to track state of charge, range and state of health.

Deploy any application on your live data.

Start with a targeted module like TerraEMS or TerraEAM, then expand across the platform as data compounds value.