— OUR SOLUTIONS
Three services, each designed to work on its own — or together
We work in the area where data infrastructure, analytical capability, and human readiness intersect. Each of our services addresses one of those dimensions.
Back to HomeAssess first
Every engagement begins with an honest assessment of where your organisation is — not where you'd like it to be. This shapes everything that follows.
Design for your conditions
We don't apply templates. Solutions are designed around your actual data environment, team makeup, and operational context.
Hand over, don't stay
Our goal is to leave your team capable of continuing without us. Every engagement includes a structured knowledge transfer phase.
Predictive Analytics Training
An applied training programme focused on using predictive modelling techniques to support business decision-making. Participants learn to work with time-series data, classification methods, and forecasting tools relevant to their industry. The curriculum blends conceptual foundations with hands-on exercises using real datasets, helping teams build confidence in interpreting model outputs and communicating data-driven insights to stakeholders.
Key benefits
- Practical exercises with datasets from your sector
- Skills for interpreting and presenting model outputs to non-technical stakeholders
- Understanding of when and why particular techniques apply
- Eligibility for HRD Corp claimable reimbursement
How the programme is structured
Foundations
Core concepts of predictive modelling and where it fits in decision-making
Applied exercises
Working with real or near-real datasets using accessible tools
Communication skills
Translating model outputs for management and operations audiences
Application workshop
Applying the learning to a scenario from your own organisation
AI Data Pipeline Architecture
Consulting and implementation support for building scalable data pipelines that feed AI and machine learning workloads. The service covers data ingestion from multiple sources, cleaning and transformation processes, storage optimisation, and pipeline monitoring. Designed for organisations that have outgrown manual data handling but need structured guidance on moving to a robust, AI-ready data infrastructure.
Key benefits
- Assessment of your existing data sources and handling processes
- Tool-agnostic recommendations that fit your team's capabilities
- Pipeline monitoring setup so problems surface early
- Handover documentation so your team can maintain and extend the system
How the engagement is structured
Data environment audit
Reviewing current sources, formats, quality, and integration points
Architecture design
Proposing a pipeline design appropriate to your scale and team
Implementation support
Working alongside your team to build and test the pipeline
Handover and documentation
Equipping your team to manage and extend the system independently
Workforce AI Transition Support
A change management service specifically designed for organisations navigating the human side of AI adoption. The engagement includes communication planning, role-impact assessments, reskilling pathway design, and ongoing support for managers leading teams through transition. The focus is on preserving morale and productivity while helping staff adapt to new AI-augmented workflows and responsibilities.
Key benefits
- Honest role-impact assessment — what will change and for whom
- Communication planning that reduces anxiety and speculation
- Reskilling pathways that are realistic for your staff's current capabilities
- Manager preparation so team leads feel equipped, not bypassed
How the engagement is structured
Transition readiness assessment
Understanding current staff perceptions, concerns, and capabilities
Communication and stakeholder plan
Designing how and when changes will be communicated, and by whom
Reskilling pathway design
Mapping what learning is needed and how it will be delivered
Ongoing manager support
Check-ins and coaching for team leads throughout the transition period
COMPARISON
Choosing the right service
Many organisations engage with more than one service over time. This table may help you work out where to start.
| Feature / Consideration | Analytics Training | Pipeline Architecture | Transition Support |
|---|---|---|---|
| Best for building team skills | ✓ | — | ✓ |
| Addresses data infrastructure gaps | — | ✓ | — |
| Supports managers through change | — | — | ✓ |
| HRD Corp claimable | ✓ | — | ✓ |
| Technical implementation included | — | ✓ | — |
| Starting price (RM) | 750 / participant | 1,650 | 3,800 |
Not sure which to start with? We're happy to talk it through.
ACROSS ALL SERVICES
Standards that apply to everything we do
PDPA compliance
All data handling follows Malaysia's Personal Data Protection Act. We process client data only as necessary for the engagement.
Written scope agreements
We don't begin substantive work without a clear, mutually agreed scope document. No ambiguity about what's included.
Knowledge transfer
Every engagement ends with structured handover so your team can continue independently. We don't design for dependency.
Regular communication
Ongoing check-ins for longer engagements. We surface issues early rather than presenting surprises at the end.
PRICING
Transparent starting prices
These are starting points, not fixed quotes. Actual pricing depends on scope, group size, and duration. We're happy to discuss before you commit to anything.
01 / Training
Analytics Training
RM 750
per participant (standard cohort)
- Full programme delivery
- Training materials included
- HRD Corp eligible
- In-person or remote
02 / Infrastructure
Pipeline Architecture
RM 1,650
starting price (scoped engagement)
- Data environment audit
- Architecture design
- Implementation support
- Handover documentation
03 / Change Support
Workforce Transition
RM 3,800
starting price (full engagement)
- Transition readiness review
- Communication planning
- Reskilling pathway design
- Manager support sessions
Not sure where to start?
We're used to that question. Drop us a message with a bit of context about your organisation, and we'll share an honest view of what might be most useful.
Get in Touch