Three AI Services, Each Designed Around a Real Business Need
Whether you are beginning to explore AI, preparing your workforce, or maintaining deployed models — each service addresses a distinct stage of the AI adoption journey.
Back to HomeHow We Structure Every Engagement
Discovery
Understanding your business context, data environment, and what you are trying to achieve
Audit & Scoping
Data audit and detailed engagement scope agreed before any work commences
Delivery
Structured delivery with review checkpoints, adapted to your team's pace and input
Handover
Full documentation, methodology transfer, and a defined post-engagement support window
AI for Supply Chain Optimisation
A consulting engagement that applies AI techniques to supply chain challenges in Malaysian business environments. Designed for procurement directors, operations leads, and logistics managers who want measurable efficiency improvements — approached carefully and collaboratively.
The engagement begins with a supply chain data audit to understand what information you have and how reliable it is. From there, we move through pilot modelling to implementation planning — each stage reviewed before proceeding. We work specifically with challenges including demand forecasting, inventory optimisation, logistics routing, and supplier risk assessment.
- Demand forecasting for procurement planning
- Inventory level optimisation modelling
- Logistics routing efficiency analysis
- Supplier risk profiling and scoring
- Data quality audit and remediation guidance
Starting Price
RM 900
Typical Duration
6 – 12 Weeks
Process Steps
Data Audit
Review existing supply chain data sources, quality, and gaps
Problem Framing
Define specific objectives and select appropriate AI techniques
Pilot Modelling
Run pilot analysis on a defined subset, review results together
Implementation Planning
Deliver a practical roadmap your team can act on
Who This Is Designed For
Generative AI Awareness Program
An educational program helping professional teams understand what generative AI tools can and cannot do — and how to use them responsibly within your organisation's specific context and policies.
Participants explore practical applications including content drafting, code assistance, data analysis support, and creative ideation. Equally important, participants learn to evaluate AI outputs for accuracy and appropriateness — a skill rarely covered in generic AI courses. The program concludes with guidance tailored to your organisation's policies and sector.
- Practical GenAI tool exploration sessions
- Output evaluation and critical assessment skills
- Responsible use frameworks for your sector
- Organisation-specific usage policy development
- Customised for non-technical participants
Starting Price
RM 2,300
Typical Duration
2 – 4 Weeks
AI Model Performance Monitoring
A service focused on establishing and maintaining ongoing monitoring frameworks for AI models already deployed in your organisation. For organisations that have made the investment in AI and want to ensure it remains accurate over time.
AI models drift. The conditions under which a model was trained change — seasonally, economically, or due to shifts in customer behaviour. Without monitoring, you may not notice until a model's outputs have already caused operational decisions to drift off course. This service establishes the infrastructure and protocols to catch that early.
- Performance metric selection and baseline establishment
- Concept and data drift detection frameworks
- Custom performance dashboards
- Alerting mechanisms and escalation protocols
- Scheduled retraining protocol design
Starting Price
RM 3,750
Arrangement
Ongoing / Quarterly
What the Monitoring Framework Covers
Service Comparison
If you are unsure which service suits your organisation's current position, this overview may help clarify.
| Feature / Criterion | Supply Chain AI | GenAI Awareness | Model Monitoring |
|---|---|---|---|
| AI experience required | None — we assess your data | None — designed for non-technical | Yes — model must be deployed |
| Best suited to | Operations, procurement, logistics teams | All departments, any industry | Tech or data teams with live AI |
| Engagement type | Project-based | Program / workshop-based | Ongoing / retainer |
| Starting price | RM 900 | RM 2,300 | RM 3,750 |
| Typical timeline | 6 – 12 weeks | 2 – 4 weeks | Quarterly reviews |
Pricing shown is a starting point — final scope is agreed following initial consultation.
Professional Standards Across All Services
Data Security
NDA executed before project commencement. Secure handling throughout. No data retained post-engagement.
Clear Scope Agreements
Detailed scope documents agreed before work begins. No scope creep without transparent discussion.
Full Documentation
Methodologies, decisions, and findings documented and handed over in formats your team can use.
Post-Engagement Support
A defined follow-up window for questions after every engagement. You are not left without a contact once delivery closes.
Not Sure Which Service Fits Best?
We can discuss your situation and suggest a starting point — or recommend combining services across a phased plan. An initial conversation costs nothing.
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