Franchise Infrastructure & Intelligence
Build, monitor and scale every franchise outlet from one intelligent operating system.
AINNA FranchiseOps combines AI Agents, deterministic detached systems, finance, commission, GTM execution and exception-based monitoring for franchisors and franchisees.
1Control Centre
2AI Management Models
8GTM Packages
Outlet PerformanceLast 6 months
3 outlets require interventionSales decline, stock variance and overdue royalty detected.
AI AGENTSDETACHED SYSTEMSFINANCECOMMISSIONGTMMONITORING
AI AGENTSDETACHED SYSTEMSFINANCECOMMISSIONGTMMONITORING
One Operating Layer
Purpose-built for both franchisors and franchisees.
Every workflow, rule and report is connected while maintaining clear permissions, audit trails and outlet-level visibility.
Franchisor Control
Centralized oversight for outlet performance, royalty, compliance, territory, expansion, marketing and financial health.
Franchisee Operations
Daily tasks, SOP, finance, stock, sales, training and action recommendations in a simplified outlet dashboard.
AINNA Intelligence
AI interpretation is separated from deterministic rules so critical calculations remain accurate, traceable and auditable.
Two AI Agent Models
Choose your preferred level of control.
AINNA supports both self-managed deployments and fully managed AI operations. The infrastructure remains consistent; only the management responsibility changes.
Self-Managed
Franchise AI Control
Your internal team manages workflows, knowledge, rules and approvals using the AINNA platform.
- AI Agent platform and dashboard
- Detached system templates
- Knowledge base and user access
- Monitoring and reporting
- Best for internal IT and operations teams
AINNA Managed
Franchise AI Managed Operations
AINNA configures, monitors and optimizes AI Agents and detached systems on behalf of the franchise network.
- Workflow and agent configuration
- Continuous monitoring and exception handling
- Finance, royalty and commission review
- Weekly reporting and monthly optimization
- Best for SMEs and rapid scaling
Exception-Based Monitoring
Management sees what requires action, not more noise.
Detached systems continuously evaluate rules, thresholds, deadlines and anomalies before escalating issues to management.
Sales Performance
Detect abnormal sales decline, low average order value and weak product conversion.
Real-time alertsFinancial Discipline
Track royalty, invoice, cash mismatch, bank reconciliation and overdue collection.
Audit-readySOP & Compliance
Monitor tasks, outlet audits, training completion, document expiry and brand standards.
Rule-based scoringInventory Control
Identify stock variance, wastage, overstock and frequent out-of-stock products.
Prevent leakageCustomer Experience
Monitor complaint trends, ratings, delivery quality and recurring service issues.
Early interventionFranchise Health Score
Combine operational, financial and compliance metrics into a 0–100 outlet score.
Network benchmark
Go-To-Market Packages
From franchise readiness to enterprise expansion.
Modular packages can be purchased individually or combined into a complete franchise growth program.
Franchise Readiness
Feasibility, unit economics, fee structure, royalty model, territory and roadmap.
Franchise Foundation
Website, CRM, application workflow, onboarding, SOP repository and training portal.
GTM Launch
Positioning, lead generation, paid campaign, sales funnel and recruitment dashboard.
Outlet Launch
Location, setup, training, stock, local marketing and first 30-day monitoring.
Franchise Monitoring
Central dashboard, compliance, audit, performance score and management reporting.
Finance & Royalty
Reconciliation, royalty engine, commission, P&L, cash flow and collection.
Franchise Growth
Benchmarking, campaign optimization, outlet intervention and territory expansion.
Enterprise Intelligence
Multi-brand, multi-country, private AI, ERP integration and executive control centre.
FINANCE ENGINE
One financial view across the entire franchise network.
Royalty Collected0%
OutstandingRM 0
Reconciled0
Integrate AINNA Bank Recompiler, sales records, invoices, product supply and outlet expenses for deterministic reconciliation.
Finance, Royalty & Commission
Critical calculations remain deterministic.
AI summarizes and highlights risk. Detached systems calculate royalty, commission, revenue sharing, due dates and transaction trails using fixed rules.
Gross or net sales royalty
Tiered commission rules
Fixed + percentage model
Recurring referral commission
Marketing fund collection
Approval and audit history
NeuralOps Architecture
Detached systems, smart routing and deterministic franchise intelligence.
Every franchise calculation, monitoring rule and AI agent runs on AINNA NeuralOps — a tiered architecture that separates deterministic logic from AI inference.
Detached Systems
Royalty calculations, commission splits, revenue sharing, reconciliation and compliance checks run as independent rule-based services. Each operates without continuous AI — deterministic logic handles every financial calculation. AI is called only for anomaly detection, trend analysis and exception summaries.
Smart Routing
Every franchise task is classified by type, complexity and financial risk. Routine royalty calculations route directly to deterministic engines. Outlet performance anomalies escalate to AI for analysis. High-value commission disputes trigger human review. This tiered approach reduces token consumption while maintaining accuracy.
Multi-Layer Validation
Every financial output passes through independent validation: schema checks, balance reconciliation, historical comparison and confidence scoring. AI never alters financial data — it only annotates, summarises and highlights exceptions for franchisor approval.
Powered by NeuralOps
Enterprise AI infrastructure behind every franchise.
AINNA NeuralOps provides the AI agent platform, detached system engine, monitoring layer and secure inference infrastructure that powers FranchiseOps.
AI Agent Platform
Deploy and manage AI agents for franchise operations, finance, compliance and growth.
Explore NeuralOps →Detached Systems
Deterministic rule engines for royalty, commission, reconciliation and compliance calculations.
View Detached Systems →VPN-Only Infrastructure
All inference traffic protected through deployment-specific VPN, encryption and access control.
Infrastructure Details →
AI Services Ecosystem
Connected intelligence across the AINNA network.
FranchiseOps integrates with the full AINNA AI services stack for finance, compliance, data and operations.
Bank Recompiler
Multi-bank PDF statement compiler — Maybank, CIMB, CCMBB to XLSX + JSON.
NeuralOps Scenario
135+ detached system use cases for franchise operations and compliance.
LLM Hub
Local AI models for franchise intelligence, reporting and automation.
AI Agent
Build complete AI systems for franchise workflow automation.
Interactive Demos
See FranchiseOps in action.
Explore real-time simulations of franchise financials, outlet performance and royalty calculations.
Royalty Calculator
RM 150,000
6%
Monthly Royalty Due
RM 9,000
Outlet Performance Simulator
25
RM 45,000
Total Network Revenue
RM 1,125,000
Franchise Health Score
82
Finance
Operations
Compliance
Growth
Commercial Model
Flexible pricing built around platform, outlet and service level.
Final pricing depends on number of outlets, integrations, workflow complexity and whether management is self-operated or handled by AINNA.
AI Control
RM299/month
For small franchise teams managing their own AI Agents and workflows.
- 1–3 AI Agents
- Up to 3 outlets
- Standard detached workflows
- Basic monitoring
Recommended
AINNA Managed
Managed Operations
RM2,500/month
For franchisors requiring managed monitoring, reporting and optimization.
- 5–10 managed agents
- Up to 10 outlets
- Finance and commission review
- Weekly monitoring
Private Intelligence
Custom
For multi-brand, multi-country and private AI deployments.
- Dedicated infrastructure
- Custom detached systems
- ERP and POS integration
- SLA and executive reporting
Payment structure:
Implementation fee + monthly platform fee + per-outlet fee + optional transaction or managed-service fee.
Scale With Control
Book a Strategy Session