AINNA NeuralOps Ecosystem

Products & Services

The Complete AINNA AI Ecosystem

From platform to vertical applications every layer of the NeuralOps intelligence stack, designed for Malaysian businesses.

TRL 9 | MOSTI Assessed

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$ ainna services --list ┌─────────────────────────────────────────────┐ │ AINNA NeuralOps Ecosystem │ │ v3.2.1 Sovereign AI Infrastructure │ ├─────────────────────────────────────────────┤ │ ● NeuralOps Platform [active] │ │ ● NeuralOps API [active] │ │ ● Bank Recompiler [active] │ │ ● Street Account Reports [active] │ │ ● Ecommerce Agents [active] │ │ ● Document Processing [active] │ │ ● Business Reporting [active] │ │ ● Customer Service AI [active] │ ├─────────────────────────────────────────────┤ │ Infrastructure Layers: 16 active │ │ Detached Systems: 14 active │ └─────────────────────────────────────────────┘ $ _

Revenue Model

From Service Work to Recurring Products

AINNA commercialises specialised AI through subscriptions, enterprise deployment, licensing, integration, and commerce.

CURRENT

Specialised AI SaaS

Recurring subscription revenue from vertical SME systems such as finance, payroll, QA, procurement and automation products.

PLANNED

Enterprise AI Deployment

Private AI deployment, implementation, integration, annual support and managed service contracts for enterprise clients.

POTENTIAL

Model / IP Commercialisation

Licensing, API access, white-label deployment and industry-specific model packages built on domain knowledge and distilled systems.

CURRENT

Integration & Automation

Project revenue from business process automation, AI workflow implementation, and system integration that can later become products.

CURRENT

Commerce & Market Expansion

Inventory, distribution, fulfilment readiness and cross-border market testing provide operating cash flow while AI products scale.

Progression: custom project → repeated problem → standard workflow → specialised model → product → SaaS → recurring revenue.

Core Platform

NeuralOps Platform

AINNA NeuralOps is a local-first, provider-agnostic AI operations platform combining intelligent model routing, detached deterministic systems, developer APIs, and vertical SaaS applications.

Model Router Chooses model, path, and confidence.

API Fabric Routes requests across agents and workflows.

Detached Systems Executes validated logic with audit output.

NeuralOps Platform

From RM100/month

Full platform access with intelligent model routing, workflow automation, detached systems, and observability. Three tiers: SME, Business, Enterprise.

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PlatformAI OpsAutomation

NeuralOps API

From RM50/month (add-on)

One API for multiple AI models, agents, detached business systems, workflow execution, and validated outputs. Add to any NeuralOps plan.

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APIDeveloperIntegration

Vertical SaaS

Industry Applications

Specialised applications built on NeuralOps for specific industry workflows.

Finance Ops Commerce Ops Support Ops

Bank Recompiler

RM50/user/month

Automated bank statement reconciliation with AI-powered matching, validation, and audit trails. Supports multiple bank formats.

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FinanceReconciliationCompliance

Street Account Management Report

RM100/user/month

AI-generated street account management reports with compliance checks, automated distribution, and audit-ready documentation.

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FinanceReportingCompliance

Ecommerce Operations Agents

AI agents for ecommerce operations: inventory management, order processing, customer service automation, and logistics coordination.

EcommerceAutomationOperations

Document Processing

AI-powered document processing: OCR, classification, data extraction, validation, and integration with existing systems.

DocumentOCRData Extraction

Business Reporting

Automated business reporting with AI-generated insights, scheduled distribution, and custom dashboard integration.

ReportingAnalyticsAutomation

Customer Service Automation

AI-powered customer service automation with multi-channel support, knowledge base integration, and human handoff.

Customer ServiceChatbotAutomation

Infrastructure

Infrastructure Layers

Underlying infrastructure that powers the NeuralOps platform. Included in all plans.

Router Fallback Audit

Neural Router

Local LLM Infrastructure

Hybrid Model Routing

Multi-Provider Fallback

Queue Management

Workload Orchestration

Authentication

Billing

Observability

Audit Logging

Security Controls

Usage Metering

Credit Management

API Gateway

Model Routing Records

Confidence Scoring

Execution

Detached Systems

Detached deterministic systems that execute validated workflows independently of AI model output.

Queued Validated Approved

PHP

Python

MySQL

Rules Engines

Queues

Workers

Cron Jobs

APIs

Dashboards

Validation Systems

Human Approval

Audit Trails

Reconciliation Logic

Exception Handling

Evidence

Evidence & Validation

Documentation, benchmarks, and case studies demonstrating platform capabilities.

Documentation Case Studies Benchmarks Live Proof

Reference