Three Focused AI Services for Regulated Businesses
Nilam Tech's three service areas are distinct and purposeful — each designed around a specific challenge that Malaysian organisations face when working with artificial intelligence.
Back to HomeHow We Structure Every Engagement
Discovery
Understanding your regulatory environment, team structure, and specific challenge before any solution is proposed.
Scoping
Agreeing in writing on deliverables, timeline, success criteria, and data handling before work begins.
Delivery
Structured engagement with regular updates, clear documentation, and knowledge transfer woven throughout.
Review
A post-engagement review at four to six weeks to assess outcomes and confirm next steps, if any.
Computer-Assisted Compliance Monitoring
Regulatory obligations in Malaysia's financial services, insurance, and healthcare sectors are demanding and ongoing. Manual compliance monitoring creates workload pressure and introduces human error risk — particularly as transaction volumes grow and policy requirements evolve.
This service implements AI systems that support compliance teams by automating specific monitoring activities: transaction pattern analysis, policy adherence checking against configurable rule sets, and audit trail generation for regulatory review. The result is a more consistent monitoring process with a clearer evidentiary record — without displacing the judgement of your compliance officers.
What's Included
- Regulatory requirement mapping and gap analysis
- AI model development and alert threshold configuration
- Audit trail and reporting framework design
- System documentation and compliance team briefing
- Post-engagement review at four to six weeks
Fixed Service Fee
RM 860
Suitable For
Suitable For
AI Design Thinking Facilitation
Many organisations approach AI adoption technology-first — selecting platforms before understanding the problems they're solving. This tends to produce solutions that staff don't use, or that address the symptom rather than the underlying workflow friction.
This facilitation service applies design thinking methodology — empathy mapping, problem reframing, rapid prototyping, and user testing — specifically to AI solution development. Teams leave each engagement with validated concepts and a clear, realistic path to pilot implementation.
What's Included
- Structured facilitation sessions (typically 4–6 workshops)
- Empathy mapping and user research synthesis
- AI-specific problem reframing exercises
- Rapid concept prototyping and feasibility assessment
- Validated concept documentation with pilot pathway
Fixed Service Fee
RM 2,180
Predictive Maintenance Advisory
Unplanned equipment downtime is costly in any sector — and maintenance schedules based solely on calendar intervals often result in either premature part replacement or avoidable failures. AI-driven predictive maintenance addresses both problems by using sensor data to model failure patterns and generate data-informed scheduling recommendations.
This consulting service covers the full pathway from sensor data assessment through to integration with your existing asset management platforms. It is designed for facilities managers and operations directors in manufacturing, commercial property, and transportation — sectors where equipment reliability directly affects revenue and safety.
What's Included
- Sensor data audit and quality assessment
- Failure pattern modelling and analysis
- Maintenance schedule optimisation recommendations
- Asset management platform integration planning
- Operations team briefing and handover documentation
Fixed Service Fee
RM 3,730
Suitable For
Choosing the Right Service
A feature comparison to help you identify which service best fits your current priorities.
| Feature | Compliance Monitoring |
Design Thinking Facilitation |
Predictive Maintenance |
|---|---|---|---|
| Regulatory focus | |||
| Team workshop sessions | |||
| Equipment/sensor data analysis | |||
| Concept development & prototyping | |||
| Audit trail and reporting | |||
| Maintenance schedule optimisation | |||
| Knowledge transfer included | |||
| Fixed fee (MYR) | RM 860 | RM 2,180 | RM 3,730 |
Not sure which service suits your situation? Send us a message and we'll discuss your context before making any recommendation.
Professional Standards That Apply to Every Engagement
Data Security
All client data handled under NDA, aligned with PDPA 2010 requirements. No data retained after engagement close.
Written Scope
Agreed deliverables, timelines, and success criteria documented before any work begins. No scope ambiguity.
Clear Reporting
Progress updates in plain language, on a schedule agreed at the outset. No jargon without explanation.
Post-Delivery Review
A four–six week review is standard across all services — included in the fixed fee, no separate booking needed.
Curious whether one of our services fits your situation?
Share a little about your organisation and current challenge, and we'll respond with our honest assessment of whether and how we can help.
Send Us a Message