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STRATEGIC COLLABORATION PROPOSAL 2026
Every SME.
Every SME.
Its Own AI Agent.
From a simple business instruction to a working digital system. A proposal to bring affordable, sustainable Agentic AI to Malaysia's SMEs.
Malaysian-developed technologyImplementation-led
AI for Malaysian SMEs ✦AINNA / WebCLI› Build my inventory dashboard✓ Workflow created & validated
TRL 92 AI Technologies*
SCROLL TO EXPLORE
01 / ABOUT AINNA
Built by people who know the SME struggle.
Our technology didn't begin in a lab. It began with the everyday operational challenges of running a growing business.
AINNA / SINCE 2019
From selling products to building the systems behind businesses.
AINNA started in 2019 in e-commerce, distribution and retail. Managing multiple stores, inventory, orders and financial records exposed the limitations of disconnected business tools.
Those same challenges led us from AI-assisted operations to building our own autonomous business infrastructure: AINNA NeuralOps.
2019
Retail & E-CommerceSME operations and online selling
2022
Inventory at ScaleReady-stock and distribution systems
2023
AI-Assisted WorkflowsOwn brands and early AI operations
2025
Agent DevelopmentProprietary agents and automation
2026
AINNA NeuralOpsAgentic AI infrastructure for SMEs
02 / THE SME VALUENot another software licence.
Not another software licence.
An AI Agent that builds with you.
Tell the Agent what your business needs. It helps turn instructions into usable systems, without expecting the owner to become a programmer.
Think of it this way. A small business gains access to a digital systems engineer, software developer and operations assistant — without staffing an entire IT department.
010102E-Commerce
"Help me sell and manage orders online."
Digital commerce ↗03Inventory System
"Tell me what is low in stock."
Inventory visibility ↗04Customer CRM
"Keep all my customer records organised."
Better customer care ↗
05Financial Reporting
"Prepare this month's financial summary."
Clearer records ↗06Business Dashboard
"Show me today's business performance."
Faster decisions ↗Traditional software: Businesses adapt to the tool.
AINNA NeuralOps: The tool is built around the business.
03 / AI FOR HUMANSGive an instruction.
Give an instruction.
Get things moving.
AINNA NeuralOps helps SME owners communicate with their AI Agent using channels they can actually use — from a browser-based WebCLI to Telegram.
WebCLI for Humans
A conversational command interface, accessible from a browser.
Telegram Integration
Request reports or trigger permitted workflows from a familiar messaging app.
The following panel is an illustrative, offline demo. It does not connect to a live AINNA Agent or real business data.
AINNA NeuralOpsInteraction preview · Demo only
AINNA NeuralOps / Demo Mode
YOU Show me my inventory status.
AGENT Inventory dashboard requested. A configured inventory system could generate a report and flag low-stock items.
02 Low-stock alerts01 Report prepared
04 / NEURALOPS ARCHITECTUREIntelligence when needed.
Intelligence when needed.
Infrastructure when it matters.
NeuralOps combines intelligent direction with efficient, repeatable execution. Complex reasoning is reserved for tasks that genuinely need it.
01 / UNDERSTAND
Agentic AI
Understands instructions, helps develop solutions and coordinates authorised business activities.
02 / EXECUTE
Detached Systems
Validated digital workers run defined, repetitive workflows without repeatedly calling a large AI model.
03 / OPTIMISE
Smart Routing
Uses the right execution method — existing software, specialised processing or an AI model.
04 / CONNECT
WebCLI & Telegram
Business owners can give instructions through accessible, familiar communication channels.
THE DETACHED ADVANTAGETHE BIG IDEA
AI shouldn't have to think from scratch every time.
Think of the AI Agent as a digital manager — and Detached Systems as trained, specialised workers. The manager handles new requests; the workers execute approved routines repeatedly and consistently.
✓ Less unnecessary LLM inference✓ More predictable routine execution✓ Cost-efficient SME operations
Performance and energy benefits should be measured against a comparable baseline.
SME InstructionWebCLI / Telegram
→Smart RoutingSelect execution path
→Detached SystemApproved repeatable task
↗AI ModelOnly when needed
05 / BUILT FOR LONG-TERM VALUESustainable by design.
Sustainable by design.
Future-ready by architecture.
Affordable AI should also be responsible AI — across environmental impact, digital inclusion, governance and interoperability.
E / ENVIRONMENTAL
Efficient Computing
Less unnecessary AI processing can reduce compute demand and potentially lower energy consumption.
S / SOCIAL
Access for Every SME
From microenterprises to established businesses, the capability grows with their needs.
G / GOVERNANCE
Controlled Execution
Role-based permissions, human approval, audit trails and monitored automation.
FUTURE / BLOCKCHAIN
Blockchain-Ready
Optional integration for document verification, traceability and tamper-evident records.
ESG savings and blockchain capabilities are proposed use cases; measurable impact and implementation depend on actual deployment and agreed scope.
06 / SME ENABLEMENT
One Agent. A practical path to adoption.
10 delivery days across three progressive levels. SMEs work on real business requirements and leave with verified digital outputs — not classroom notes alone.
01 / FOUNDATION
Basic
Website + business dashboard with a guided AI Agent workflow.
RM3,000per SME · 3 days- Business website
- Dashboard foundation
- SEO & security basics
02 / COMMERCE
Intermediate
Extend the digital foundation into orders, customers and online selling.
RM4,000per SME · 3 days- Product catalogue
- Order workflows
- Customer management
03 / AUTOMATION
Advanced
Deploy selected business modules and AI-assisted operational workflows.
RM5,000per SME · 4 days- Operational systems
- Detached automation
- Deployment & handover
MOST COMPLETE
Full Programme
From business presence to AI-enabled operations and ongoing capability.
RM12,000per SME · 10 days- All three programme levels
- Working systems & AI Agent
- Testing and administrator handover
RM500Year-1 infrastructure / SME
+RM1,200Optional initial model deployment
RM1,000Infrastructure renewal / year from Year 2
Full package including Year-1 infrastructure: RM12,500 per SME. Usage limits, AI model costs, WebCLI and Telegram entitlements, integrations and ongoing support will be specified before signing.
07 / COMMERCIAL OPPORTUNITYBuilt for SME impact.
Built for SME impact.
Structured for repeatable revenue.
A proposed cohort-sharing model allows AINNA to focus on technology and implementation while SEDANIA enables market access and commercialisation.
REVENUESHARINGPer cohort
45% AINNA — Technology & Delivery45% SEDANIA — SME Commercialisation10% Programme Operations
INTERACTIVE COHORT SCENARIOIllustrative only
See the opportunity at scale.
Explore how revenue may change with the number of SMEs in a full-programme cohort.
1050100
Total programme feesRM120,000
AINNA / 45%RM54,000
SEDANIA / 45%RM54,000
Operations / 10%RM12,000
BEYOND ONE-TIME TRAINING
Recurring revenue is the longer-term opportunity.
AI Agent subscriptions Managed infrastructure Workflow automation Licensing & enhancements
Revenue shares and all recurring service terms are proposals only and require agreement. No equity investment is included in this proposal.
08 / THE WAY FORWARDStart focused.
Start focused.
Scale what works.
A measured route from pilot delivery to broader commercial adoption.
PHASE 0110 SMEs
Validate the Model
Run a practical pilot, test working systems and measure adoption, time savings and operational results.
PHASE 02100 SMEs
Expand Commercially
Extend to suitable SME networks and institutional partners after pilot performance is established.
PHASE 03Scale nationally
Build the Ecosystem
Develop repeatable licensing, subscriptions, implementation and regional expansion models.
09 / WHY THIS FITS SEDANIA
A commercial opportunity built around real SME adoption.
Commercial valueRepeatable programme income with optional recurring services.
Technology valueMalaysian-built Agentic AI designed around practical business execution.
ESG alignmentEfficient computing, responsible AI and SME digital inclusion.
Market expansionAn offering adaptable to different SME sizes and readiness levels.
AN INVITATION TO COLLABORATELet's give every SME
Let's give every SME
its own AI Agent.
AINNA brings the technology. SEDANIA can bring the market. Together, we can explore a commercially scalable and sustainable Agentic AI programme for Malaysian SMEs.
Proposed first step: a 20-minute strategic discussion and a 10-SME pilot.
