AINNA NeuralOps · Investor Pitch

Alliance Bank Pitch Deck

Sovereign AI Infrastructure · Finance for Street SMEs · Built in Malaysia for ASEAN

NeuralOps Sovereign AI Street SMEs RM18M Pre · RM20M Post 262 Live Demos · 14 Production Systems 6.7% SOM Target
Download Full Pitch Deck (PDF) 12 slides · ~20 MB
Sovereign AI Infrastructure · Finance for Street SMEs · Built in Malaysia for ASEAN
Scroll · 12 Sections ↓
Bank · Recon
01 OUR STORY & JOURNEY

Our Story & Journey

From Retail Success to Sovereign AI Infrastructure

AINNA began as a Malaysian online retailer, building real operational experience across commerce, supply chains, digital platforms and customer service. These real-world business challenges inspired the company to develop intelligent infrastructure that could improve efficiency, security and long-term scalability.

30
Online Stores
80,000+
Products (SKU)
9,000+
Orders Fulfilled
RM15M+
Lifetime Sales
RM325,000+
Zakat & Tax Contributed
Retail Business → Multi-Channel E-Commerce → Operational Automation → AI Transformation → AINNA NeuralOps → Sovereign AI Infrastructure

“Real businesses create real problems. Real problems inspired us to build intelligent infrastructure for the next generation of enterprises.”

02 INTRODUCING AINNA NEURALOPS

Introducing AINNA NeuralOps

The Sovereign AI Infrastructure Platform

AINNA NeuralOps is an enterprise AI infrastructure platform that enables organisations to build, deploy and govern intelligent AI systems securely, efficiently and sustainably.

1. Local LLM Infrastructure

Private, secure and sovereign AI model infrastructure deployed within controlled environments.

2. Smart Routing

Routes each request to the most suitable rule engine, parser, SLM, LLM or workflow.

3. Detached Systems

AI performs the task, while validation, approval and critical decisions remain outside the model.

4. Multiple Specialised Parsers

Independent parsers extract, compare, validate and reconcile data for higher reliability.

5. Modular AI Agents

Specialised AI agents for enterprise workflows, industry tasks and automation.

Challenges Solved → Outcomes

High AI operating cost
Hallucination and inconsistent outputs
Data sovereignty risk
Vendor lock-in
Weak AI governance
→ Lower cost
→ Higher accuracy
→ Private and sovereign AI
→ Multi-model flexibility
→ Enterprise-ready governance
03 OUR COMPETITIVE ADVANTAGE

Our Competitive Advantage

Why AINNA NeuralOps Is Different. Why It Matters.

AINNA NeuralOps combines sovereign AI infrastructure, intelligent architecture and real-world operational experience to deliver secure, accurate, cost-efficient and sustainable outcomes at scale.

Sovereign AI Infrastructure
Intelligent Routing
Multiple Parsers
Detached Systems
Modular AI Agents
Real-World Business Experience

AINNA NeuralOps vs Typical AI Solutions

FactorAINNA NeuralOpsTypical AI Solutions
Data sovereigntyLocal and controlledForeign or public cloud dependency
Task handlingRight task, right model, right layerOne model for everything
ParsingMultiple parsers with validationSingle parser, single point of failure
ApprovalDetached validation outside the modelAI generates and approves its own output
CostLower cost through routing and detached workflowsHigh compute and unnecessary AI usage
SustainabilityLower token, power, water and carbon usageHigh energy and compute consumption
04 OUR TARGET CUSTOMERS

Our Target Customers

Serving Organisations That Need Secure, Intelligent and Sovereign AI

Government & Public Sector

Data sovereignty · Secure infrastructure · Policy compliance · Operational efficiency

Enterprises & Large Corporates

Process automation · Enterprise integration · Cost optimisation · Scalable AI platforms

Banking, Finance & Insurance

Document intelligence · Fraud detection · Compliance automation · Secure private AI

Healthcare & Life Sciences

Secure medical data · Clinical documentation · Decision support · AI governance

Manufacturing & Industry

Predictive maintenance · Quality control · Supply chain intelligence · Operational automation

Education & Research

Knowledge management · Secure research collaboration · AI-powered learning · Research acceleration

Geography focus: Malaysia · Indonesia (especially Sumatra) · ASEAN · Future international markets
05 OUR BUSINESS PERFORMANCE

Our Business Performance

Proven Business. Strong Foundation. Ready for Scale.

RM15M+
Lifetime Sales
30
Online Stores
80,000+
Products (SKU)
9,000+
Orders Fulfilled
RM325,000+
Zakat & Tax Contributed
Commercial Foundation

Established Malaysian e-commerce business · Multi-channel digital operations · Wide product range · Proven execution · Strong operational knowledge

Technology Transformation

Automation of internal processes · AI-assisted operations · Development of NeuralOps architecture · Expansion into AI infrastructure and financial technology

National Contribution

Zakat and tax contribution · SME empowerment · Digital transformation · Local technology development · ESG-driven innovation

06 OUR GROWTH STRATEGY 2026–2030

Our Growth Strategy 2026–2030

Building Malaysia’s Sovereign AI Infrastructure. Expanding Across ASEAN.

2026 Foundation
Deploy sovereign AI infrastructure · Launch NeuralOps enterprise pilots · Expand Finance for Street SMEs · Build partnerships · Strengthen security and governance
2027 Acceleration
Scale enterprise and government adoption · Expand vertical AI solutions · Grow AI agents ecosystem · Strengthen platform and operational capability
2028 Expansion
Expand into Indonesia and ASEAN · Develop regional partnerships · Launch more industry-specific solutions · Strengthen compliance and certifications
2029 Leadership
Position NeuralOps as a leading sovereign AI infrastructure platform · Expand recurring revenue models · Develop partner and developer ecosystem · Strengthen regional market presence
2030 Sustained Impact
ASEAN market expansion · Enterprise and government scale · Measurable ESG impact · Long-term company value creation
07 TWO INVESTMENT OPPORTUNITIES

Two Investment Opportunities

Two High-Growth Platforms. One Proven Company.

AINNA NeuralOps

Sovereign AI Infrastructure Platform

RM2,000,000The Ask
10%Equity
RM18M Pre · RM20M PostValuation

Use of Funds: 30% Engineering (RM600K) · 25% Infrastructure (RM500K) GPU servers, GPU inference, vLLM cluster, VPN backbone, VPS provisioning · 20% Go-to-Market (RM400K) · 10% Onboarding & Support (RM200K) · 10% Runway Reserve (RM200K) · 5% Compliance & Legal (RM100K)

Primary objectives: Build sovereign AI infrastructure · Develop enterprise-grade AI platform · Expand government and enterprise adoption · Scale across ASEAN

Finance for Street SMEs

Financial Statements for Every Street Business

RM1,000,000The Ask
5%Equity
RM20,000,000Company Valuation

Use of Funds: 40% Financial Statement Engine (RM400K) · 25% OCR & Bank Recompiler Expansion (RM250K) · 20% SME Acquisition & GTM (RM200K) · 10% AI Accounting Automation (RM100K) · 5% Compliance & Security (RM50K)

Primary objectives: Democratise financial statements · Improve SME financial inclusion · Digitalise street businesses · Improve financial transparency · Expand from Malaysia into ASEAN

08 OUR POSITION IN THE AI ECOSYSTEM

Our Position in the AI Ecosystem

Where Intelligent Architecture Meets Sovereign Infrastructure

1. Foundation Model Providers

OpenAI, Anthropic, Google, Meta, xAI, Mistral, DeepSeek, Qwen and other model providers.

2. Cloud & Inference Providers

AWS, Microsoft Azure, Google Cloud, Alibaba Cloud, Tencent Cloud, Ollama, vLLM and other infrastructure providers.

3. AINNA NeuralOps Intelligent Architecture Layer

Smart Routing · Detached Systems · Multiple Parsers · Local LLM Infrastructure · Modular AI Agents · Governance and validation

4. Industry & Solution Layer

Government · Financial services · Healthcare · Manufacturing · Education · Retail and SMEs

“We do not compete with foundation model providers. We build the intelligent, sovereign and governed architecture layer that enables AI to work safely and efficiently in real-world organisations.”

09 MARKET OPPORTUNITY

The Market Opportunity

Huge, Growing and Ready for Intelligent Infrastructure

TAM Total Addressable Market

1.2M

SMEs in Malaysia

RM345B total addressable revenue · Nationwide coverage · Every industry vertical

SAM Serviceable Addressable Market

120K

Tech-ready SMEs (10% of TAM)

RM34.5B serviceable revenue · Digital infrastructure in place · AI adoption readiness

SOM Serviceable Obtainable Market

8,000

Year-5 target (6.7% of SAM)

Focused deployment · High-touch onboarding · Deep integration model

Demand drivers
Rapid enterprise AI adoption Data sovereignty requirements Security & regulatory compliance High cost of uncontrolled AI Intelligent automation demand ESG & sustainable computing Government digitalisation ASEAN economic growth
10 5-YEAR FINANCIAL PROJECTION

5-Year Revenue Projection

500 → 8,000 NeuralOps customers · RM88.41M combined revenue target

Year 1 (2026)

RM2.85M

500 customers · Launch NeuralOps Platform · Bank Recompiler pilot · Setup & onboarding services

Year 2 (2027)

RM5.70M

1,000 customers · Enterprise adoption · Government pilots · Services scale with deployments

Year 3 (2028)

RM11.41M

2,000 customers · ASEAN expansion · Industry agents · Bank recompiler volume growth

Year 4 (2029)

RM22.82M

4,000 customers · Regional leadership · Developer ecosystem · SME financial stack scale

Year 5 (2030)

RM45.63M

8,000 customers · ASEAN-wide scale · Sustainable infrastructure · 1,760+ vertical users

5-Year Total

RM88.41M

Combined revenue · RM55.3M recurring · Sustainable growth trajectory

Detailed 5-Year Breakdown

Metric Year 1 Year 2 Year 3 Year 4 Year 5
NeuralOps Customers 500 1,000 2,000 4,000 8,000
Bank Recompiler Users 110 220 440 880 1,760
Street Account Users 50 100 200 400 800
Recurring Revenue (RM) 1,784,016 3,568,032 7,136,064 14,272,128 28,544,256
Setup Fees (RM) 294,000 588,000 1,176,000 2,352,000 4,704,000
Services & Support (RM) 774,000 1,548,000 3,096,000 6,192,000 12,384,000
Total Combined Revenue 2,852,016 5,704,032 11,408,064 22,816,128 45,632,256
Total Recurring Revenue (5yr)
RM55,304,496
PROJECTION
Total Combined Revenue (5yr)
RM88,412,496
PROJECTION

Financial projections are management estimates based on proposed commercial models and targeted customer adoption. Actual results may differ due to pricing, customer acquisition, deployment complexity, market conditions, infrastructure costs, GPU inference costs, funding dilution and execution risk.

11 EXECUTION ROADMAP

Execution Roadmap

Clear Plan. Strong Execution. Measurable Impact.

Infrastructure deployment
Enterprise pilots
Finance for Street SMEs launch
Parser and OCR expansion
Industry-specific agents
Government and corporate adoption
Indonesia and ASEAN partnerships
Security, governance and compliance
Partner and developer ecosystem
Regional scaling
Sovereign Infrastructure Intelligent Architecture AI Agents & Automation Financial Empowerment ESG by Design
12 WHY AINNA NEURALOPS?

Why AINNA NeuralOps?

Building Malaysia’s Sovereign AI Infrastructure for ASEAN

1. Proven Business

RM15M+ lifetime sales · 30 online stores · 80,000+ SKUs · 9,000+ orders · Strong execution record

2. Proven Technology

Smart Routing · Multiple Parsers · Detached Systems · Local LLM Infrastructure · Modular AI Agents

3. Sovereign AI

Malaysia-first architecture · Private infrastructure · Enterprise security · Governance by design · Data sovereignty

4. Massive Market Opportunity

AI infrastructure · Government AI · Enterprise AI · Financial infrastructure · ASEAN digital transformation

5. Scalable Business Model

Infrastructure · SaaS · APIs · AI agents · Enterprise licensing · Financial technology

6. ESG by Design

Lower power · Lower water · Lower carbon · Lower operating cost · Sustainable technology

Long-Term Vision RM1 BILLION Target Company Valuation
Future ambition not a current valuation
13 REAL-WORLD IMPACT & JOIN US

Real-World Impact. Real Value.

Government Digital Infrastructure

Secure local AI · Smart routing · Document intelligence · Policy and compliance workflows

Manufacturing & Industry

Predictive analytics · Vision AI · Automation · Quality and maintenance intelligence

Healthcare & Life Sciences

OCR and NLP · Clinical documentation · Secure AI assistance · Data governance

Banking & Financial Services

Intelligent document processing · Risk scoring · Compliance automation · Financial analysis

Finance for Street SMEs

Bank Statement Recompiler · Automated financial statements · Confidence scoring · Secure financial processing

Join Us

Let’s Build the Intelligent Infrastructure That Powers a Better World.

Together, we can build secure, sovereign and sustainable AI infrastructure that empowers governments, enterprises and millions of SMEs across ASEAN.

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