Strategic Planning

Business Model Canvas

Nine building blocks visualising how AiRA creates, delivers, and captures value across the Malaysian institutional market. Click any block to explore.

1

Customer Segments

Who we create value for

Universities Healthcare Government Enterprise Public Venues
2

Value Propositions

The promise we deliver

85%+ Containment < 2s Response 60% Cost Reduction 4+ Languages 24/7 Operation Avatar Presence
3

Channels

How we reach customers

ePerolehan University Network Conferences SI Partners
4

Customer Relationships

How we retain & grow

Account Management Co-Creation Self-Service Health Monitoring
5

Revenue Streams

How we generate income

SaaS RM1.5k–8k/mo Enterprise License Setup RM15k–60k Consulting
6

Key Resources

Assets we depend on

7-Person Team AiRA Framework UiTM Partnership MDEC Grants
7

Key Activities

What we do every day

RAG Pipeline Language Tuning ePerolehan Bidding Pilot Mgmt
8

Key Partnerships

Allies in our ecosystem

UiTM SI Partners Cloud Providers MDEC/MaGIC
9

Cost Structure

Our operating expenses

~RM 54.5k/month 7-Person Team Cloud + LLM API Breakeven Y2
Key Partnerships
Key Activities & Resources
Value Propositions
Customer Relationships & Channels
Customer Segments
Cost Structure
Revenue Streams