Pelan
Spatial planning, demand unjuraning, zoning, capacity and scenario modelling.
- Urban masterplan
- Feasibility analysis
- Climate and risk assessment
AI + Sistem Berasingan + Urban OperasiPelan better.
Pelan better.
Bina intelligently.
Operate continuously.
AINNA SmartCityOps unifies urban planning, development control, public infrastructure, finance, sustainability, citizen services and real-time city operasi.
0City domains
0AI agens
0Audit-ready workflows
AINNACITY CORE
Mobility
Tenaga
Water
Kewangan
Keselamatan
ESG
End-to-end city lifecycle
One operating layer from concept to citywide management.
Every stage connects data, rules, approvals, budgets, risks and measurable outcomes.
Develop
Project control, contractors, milestones, permits, budgets and commissioning.
- Programme controls
- Construction monitoring
- Digital infrastructure rollout
Operate
Continuous operations across mobility, utilities, public assets and safety.
- Command centre
- Exception alerts
- Executive reporting
Expanded smart city categories
24 interconnected city domains.
Deploy each domain independently or connect them through one urban operating architecture.
Urban Perancangan & Digital Twin
Land use, density, zoning, 3D simulation and growth senario.
Mobility & Traffic
Traffic flow, smart junctions, parking, transit and walkability.
Water & NRW
Leakage, pressure, reservoirs, water quality and consumption.
Tenaga & Smart Grid
Demand, outages, solar, EV charging and grid resilience.
Waste & Circular Economy
Smart bins, routing, recycling and illegal dumping.
Public Keselamatan
Incident coordination, emergency response and public alerts.
Climate Resilience
Flood, heat, coastal, drought and landslide risk.
Environment & Biodiversity
Air, noise, rivers, tree canopy and habitats.
Smart Binaings
Tenaga, access, occupancy and predictive maintenance.
Public Pengurusan Aset
Roads, drains, lighting, parks and lifecycle maintenance.
Penjagaan Kesihatan & Wellbeing
Facility access, emergency demand and community health.
Pendidikan & Kemahiran
School access, capacity and future workforce readiness.
Housing & Affordability
Supply, rentals, social housing and affordability.
Economic Development
Investment zones, PKS, tourism, jobs and productivity.
Tourism & Culture
Visitor flows, heritage, events and destination analytics.
Citizen Perkhidmatan
Complaints, permits, payments and service tracking.
City Kewangan
Budgets, procurement, revenue, CAPEX, OPEX and unjurans.
Tadbir Urus & Kepatuhan
Dasar, approvals, audit trails, SLA and authority.
Cybersecurity & Kedaulatan Data
Identity, local deployment, classification and security.
Telecommunications & IoT
5G, fibre, LoRaWAN, sensors and edge connectivity.
Food Keselamatan & Urban Ladanging
Urban agriculture, supply resilience and cold chains.
Logistik & Last Mile
Freight corridors, delivery zones and micro-habs.
Industri Parks
Utiliti, tenants, emissions, logistics and safety.
ESG & Carbon Intelligence
Carbon, water, energy, waste and sustainability reporting.
NeuralOps Seni Bina
Detached systems, smart routing and deterministic city intelligence.
Every city operation runs on AINNA NeuralOps a tiered architecture that separates deterministic rules from AI inference.
Sistem Berasingan
Traffic signal timing, water pressure regulation, energy load balancing, waste collection routing and compliance checks run as independent rule-based services. Each operates without continuous AI deterministic logik handles every critical calculation. AI is called only for anomaly detection, demand unjuraning and exception summaries.
Smart Routing
Every city task is classified by type, urgency and safety impact. Routine sensor data routes directly to deterministic engines. Traffic anomalies escalate to AI for analysis. Emergency incidents trigger immediate human dispatch. This tiered approach reduces token consumption while maintaining 24/7 city operasi.
Multi-Layer Validation
Every operational output passes through independent validation: sensor bounds, historical baselines, safety thresholds and keyakinan scoring. AI never alters control signals it only annotates, summarises and highlights exceptions for city operator approval.
Live operations
City command centre with exception-based monitoring.
City status Operational
--:--:--
Urban activity mapLive
Mobility87%
Water networkStable
Tenaga load64%
Insiden terbuka12
Detached system activityAudited
City intelligence layer
Specialised AI agens, controlled by deterministic systems.
AI interprets. Detached systems validate, calculate, enforce and escalate.
NeuralOpsCity Intelligence
Perancangan Agent
Kewangan Ejen
Mobility Agent
Infrastruktur Agent
Citizen Agent
ESG Agent
Risk Agent
Operasi Agent
SmartCity AI Control
For operators with internal IT, operations and data teams.
- Platform and dashboards
- AI agens and workflow templates
- Detached system rules
- Training and support
SmartCity Managed Operasi
AINNA configures, monitors and improves the operating environment.
- Managed agens and monitoring
- Weekly operational retontonan
- Executive reporting
- Prestasi optimisation
Dikuasakan by NeuralOps
Enterprise AI infrastructure behind every city.
AINNA NeuralOps provides the AI agen platform, detached system engine, monitoring layer and secure inference infrastructure that powers SmartCityOps.
Ejen AI Platform
Deploy and manage AI agens for urban planning, mobility, utilities, finance and citizen services.
Terokai NeuralOps →Sistem Berasingan
Deterministic rule engines for traffic, water, energy, waste, compliance and SLA calculations.
View Sistem Berasingan →VPN-Only Infrastruktur
Semua inference traffic protected through deployment-specific VPN, encryption and access control.
Infrastruktur Details →Perkhidmatan AI Ekosistem
Disambung intelligence across the AINNA network.
SmartCityOps integrates with the full AINNA AI services stack for finance, compliance, data and operasi.
Bank Recompiler
Multi-bank PDF statement compiler Maybank, CIMB, CCMBB to XLSX + JSON.
Senario NeuralOps
135+ detached system use cases for city operations and compliance.
LLM Hub
Tempatan AI models for city intelligence, reporting and automation.
Ejen AI
Bina sistem AI lengkap for city workflow automation.
GTM and implementation packages
Deploy by priority, not by hype.
Smart City Readiness
Maturity, infrastructure, data, governance and investment assessment.
Smart City Masterplan
Seni Bina, operating model, digital twin, ESG and five-year plan.
Perancangan Intelligence
Zoning, population, infrastructure demand and climate senario.
Development Control
Projek, budgets, contractors, quality, safety and commissioning.
Smart Infrastruktur
IoT, connectivity, edge systems, device registry and integration.
City Operasi Centre
Mobility, utilities, assets, incidents, safety and environment.
Citizen Digital Perkhidmatan
Complaints, permits, payments, alerts and public engagement.
City Kewangan & Procurement
Budget, claims, procurement, revenue, grants and unjuraning.
ESG & Carbon Intelligence
Carbon, energy, water, waste and biodiversity reporting.
Enterprise Smart City
Multi-city, private AI, sovereignty, integrations and SLA.
Tadbir Urus-first architecture
Smart city decisions must be traceable.
Kritikal actions are controlled by detached systems: thresholds, calculations, approvals, access rights, SLA, escalation and audit trails.
01AI recommendation
02Rule validation
03Manusia approval
04Audited execution
Ejen AI
Detached Rules
Kelulusan
Execution
Commercial model
Flexible deployment for townships, PBTs and enterprise cities.
RM5k–15k/bulan
Single location, selected modules and self-managed agens.
RM20k–50k/bulan
Multi-department, finance, citizen services and managed agens.
Custom
Multi-city, private AI, integrations, sovereignty and SLA.
AssessmentImplementationSubscriptionManaged OperasiIntegrationAnnual Support
Bina the operating system for your city
Request consultationMula with the highest-impact use case.
Begin with planning, projects, public assets, citizens, finance or a full command centre.