Three Ways AI Can Work for Your Business
Each solution is a contained engagement with a clear scope, a defined deliverable, and a team that stays with you through deployment.
Back to HomeHow Every Engagement Works
Before any technical work begins, we spend time understanding your workflows, your data, and your constraints. The design phase follows, then build and testing, and finally deployment with documentation handover. You're involved at every review point.
Discovery
Understand your context
Design
Model architecture and scope
Build & Test
Simulation before production
Deploy & Hand Over
Documented and transferred
Intelligent Pricing Engine
We build dynamic pricing models that adjust prices based on demand patterns, competitor positioning, inventory levels, and customer segments. The service covers data integration, pricing strategy modelling, simulation testing, and API deployment for real-time price recommendations. Guardrails ensure pricing stays within business-defined bounds.
What's Included
- Data integration from your existing sources
- Pricing strategy modelling for your market
- Simulation testing with historical data
- API deployment for real-time recommendations
- Configurable guardrails within your bounds
Process Steps
Review your pricing history, seasonality data, and competitor patterns
Build the pricing model architecture and define guardrail parameters with you
Run simulations and review outputs together before deployment
Deploy via API, hand over documentation, and confirm your team can maintain it
Document Summarisation Service
A custom summarisation system that condenses long documents — research papers, legal briefs, policy documents, meeting transcripts — into structured summaries at configurable detail levels. We fine-tune models to your domain vocabulary and output format preferences, and integrate the system with your document workflows.
What's Included
- Domain vocabulary fine-tuning
- Configurable summary detail levels
- Workflow integration (email, document management)
- Bilingual content support (English + Bahasa Malaysia)
- Output format matched to your templates
Process Steps
Review sample documents to understand vocabulary, structure, and desired summary format
Fine-tune base model on your domain and test summaries with your team
Integrate with your document workflow and configure detail level controls
Hand over documentation and confirm end-user ability to operate the system
AI Workshop for Non-Technical Leaders
A facilitated workshop series designed for business leaders, managers, and decision-makers who want to understand AI capabilities, limitations, and practical applications without technical jargon. Covers use-case identification, vendor evaluation frameworks, risk awareness, and team readiness.
What's Included
- Use-case identification for your industry
- Vendor evaluation frameworks
- Risk and ethics awareness sessions
- Interactive exercises with real scenarios
- Team readiness assessment and roadmap
Workshop Format
Pre-workshop briefing to understand your industry context and leadership goals
Sessions on AI fundamentals, capabilities, and limitations — no technical jargon
Interactive exercises using real scenarios from your industry
Closing session on roadmap and next steps for your organisation
Solution Comparison
| Feature | Pricing Engine | Doc Summarisation | AI Workshop |
|---|---|---|---|
| Best for | Hospitality, e-commerce, transport | Legal, research, executive teams | Leadership & management teams |
| Duration | 8–12 weeks | 4–7 weeks | 1–2 weeks |
| Technical integration | |||
| No technical background needed | |||
| Ongoing model in production | |||
| Investment (MYR) | 7,200 | 3,800 | 1,200 |
Not sure which fits? Tell us about your situation and we'll suggest what makes sense.
Applied Across All Solutions
Privacy & Data Security
DPA signed before start, data isolated per client, no third-party model training.
Test Before Live
All systems are validated against realistic scenarios before any production deployment.
Full Documentation
Every deliverable includes written documentation and a knowledge transfer session.
Not Sure Where to Start?
A short conversation is often enough to clarify which solution fits your situation — and whether AI is the right tool at all.
Send Us a Message