LiveIQ by Nextop
Closer to your ideal efficiency — in real time
LiveIQ compares how your operation is performing vs. how it should perform ideally — then prescribes actions to close the gap. Powered by AI + IoT. Applicable across transport, construction, mining, industry and logistics.
Living Efficiency Index (0–100)
Layers of real-time intelligence
Docs: EN · ES · PT
What makes LiveIQ different?
Real vs Ideal performance (per asset/process).
Next-best-action with safety constraints.
Standard KPIs, units, provenance, governance.
Low-latency insights across mixed environments.
Manifesto
From reactive telemetry to Living Intelligence
The world doesn’t need more data — it needs intelligence that understands purpose. LiveIQ keeps efficiency alive by continuously measuring, learning and optimizing operations against an ideal model, in real time.
Every metric is meaningful only vs. its ideal.
Prescriptions, not just alerts or reports.
Transport, industry, energy, logistics, mining.
LiveIQ-M / LiveIQ-O
Universal model & ontology
LiveIQ-M (Mathematical)
Minimize an operational loss 𝓛 subject to safety/legal constraints and derive the Living Efficiency Index EV ∈ [0,100].
- Discrepancy: Δ = φ((real − ideal)/context scale)
- EV = 100·exp(−𝓛); dimension EV via weighted components
- Prescription: SHAP/attribution, counterfactual EV, MPC/RL
LiveIQ-O (Ontology)
Common vocabulary for assets, processes, timeseries, KPIs, models, context, constraints, events and actions.
- Aligned with W3C SSN/SOSA, QUDT/UCUM, PROV-O, TIME
- Classes: li:Asset, li:Process, li:KPI, li:Model, li:EVIndex…
- Governance: versions, weights, thresholds, provenance
Architecture
7 layers of real-time intelligence
From capture to action, with human-centered visualization.
1. Capture
Sensors, IoT, CAN, GPS, SCADA
2. Edge
Normalize, sync, validate
3. Ideal Model
Physics · Historic · ML
4. Comparator
Real vs Ideal, Δ
5. AI Core
Explain · Predict · Prescribe
6. Action
Rules · MPC · RL
7. Human IQ
Dashboards & UX
KPIs
Living Efficiency across dimensions
Cycle efficiency, queues, utilization
Specific consumption (l/ton·km, kWh/unit)
Compliance vs exposure, dynamic limits
Severity of use, RUL, condition
Defects, emissions, sustainability
Weighted geometric aggregation
Industries
Where LiveIQ shines
Eco-driving, routes, occupancy
Load-haul cycles, payload, idle
Setpoints, throughput, quality
Dock, slotting, yard ops
Efficiency vs demand & weather
Traffic, fleets, sustainability
White Paper
Download LiveIQ v1.0
Executive vision + LiveIQ-M/O + Architecture + KPIs + Roadmap.
LOADIQ – by Nextop
Operational intelligence for construction, mining and logistics. Transforms field data into actionable insights to improve cycle times, utilization and fleet productivity — powered by LiveIQ.
Explore LOADIQContact
Let’s talk about your ideal efficiency
Book a 20-minute discovery call. We’ll map your KPIs to LiveIQ, estimate EV impact and draft a pilot plan.
Contact details
Nextop LDA
Portugal
[email protected]
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