Industry hub

Built for industrial AI, control systems and semiconductor workflows.

This hub keeps the featured industrial tracks together on desktop, then expands into the broader industry launchpad catalogue below.

3 featured tracks Desktop trio locked AINNA premium theme

Featured Tracks

IOT, CI, IC Design

IoT, embedded Linux and field devices that stay close to the machine.

Control and instrumentation for deterministic industrial operations.

IC DesignAINNA IC DesignOps

Traceability, verification and repeatability for semiconductor workflows.

Desktop keeps these three cards in one row. Mobile stacks them cleanly without changing the card order.

Industry Launchpads

32 pages · each with live demo + scenario buttons

newMarine AI Systems

AI-built rule-based systems for ship operations

▶ Demo Scenario

newPalm Oil Intelligence

AI-powered detached systems for POM operations

▶ Demo Scenario

AI-powered detached systems for O&G operations

▶ Demo Scenario

newLogistics & Supply Chain

AI-powered detached systems for fleet, warehouse & delivery ops

▶ Demo Scenario

newIT Solutions

AI-powered managed IT services for cloud, security & DevOps

▶ Demo Scenario

newManufacturing

AI-powered detached systems for smart factory operations

▶ Demo Scenario

newConstruction

AI-powered detached systems for construction operations

▶ Demo Scenario

newMining & Resources

AI-powered detached systems for mining & resources ops

▶ Demo Scenario

AI-powered detached systems for hospital operations

▶ Demo Scenario

AI-powered detached systems for school & university ops

▶ Demo Scenario

newRetail & Grocery

AI-powered inventory, checkout & customer analytics for SME retail

▶ Demo Scenario

newFood & Beverage

AI-powered kitchen ops, food safety & delivery for restaurants

▶ Demo Scenario

newWorkshop & Automotive

AI diagnostics, parts management & scheduling for automotive workshops

▶ Demo Scenario

AI dispensing, expiry tracking & drug safety for pharmacies

▶ Demo Scenario

AI crop monitoring, irrigation & yield prediction for farms

▶ Demo Scenario

AI guest experience, dynamic pricing & energy management for hotels

▶ Demo Scenario

newProfessional Services

AI document automation, compliance & client management for firms

▶ Demo Scenario

newProperty Management

AI tenant management, maintenance & energy optimization for properties

▶ Demo Scenario

AI product recommendations, order management & fraud detection

▶ Demo Scenario

newFleet & Delivery

AI route optimization, driver monitoring & fuel management for fleets

▶ Demo Scenario

newEntertainment

AI-powered event, crowd, venue and experience operations

▶ Demo Scenario

newFinancial Technology

AI operations for finance, risk, cash flow & audit readiness

▶ Demo Scenario

newRenewable Energy

Generation, assets, sensors & energy efficiency intelligence

▶ Demo Scenario

newMedical Technology

Clinical operations and medical technology intelligence

▶ Demo Scenario

Private AI for contracts, compliance & legal operations

▶ Demo Scenario

newInsurance Technology

Risk, claims, audit & customer operations intelligence

▶ Demo Scenario

newProperty Technology

Tenant, utility, access & smart property operations

▶ Demo Scenario

newSmart Supply Chain

Inventory, warehouse, cargo & cross-border visibility

▶ Demo Scenario

newAutonomous Transport

Human-governed routing, vehicle & driver intelligence

▶ Demo Scenario

newEnergy Trading

Energy market, exposure, consumption & reporting intelligence

▶ Demo Scenario

newEducation AI

Private learning intelligence for modern institutions

▶ Demo Scenario

newImmersive Entertainment

AI operations for live and interactive experiences

▶ Demo Scenario

NeuralOps Efficiency Approach

Current · Roadmap

In production Current

Production for suitable workloads: Smart routing across 7 local models, detached systems that run independently after build, and private infrastructure. Internal benchmarks show ~87% token reduction on tested patterns.

Phase 2 Roadmap

Funding-dependent: Deeper task segmentation, expanded parser coverage, and larger-scale LLM clusters (e.g. H200).

⚡ Efficiency Flywheel · layers applied in order

Segment

→

Route

→

Distil

→

Detach

→

Private Infra

The Efficiency Flywheel compounds only when layers are applied in order: segment → route → distil → detach → private infra.

Segmentation Architecture → Model Distillation → Smart Routing Strategies → Infrastructure →