Every engagement begins the same way
Before any work begins, we spend time understanding your situation: a scoping conversation, a review of relevant context, and an honest assessment of whether our engagement type is the right fit.
If the fit is good, we produce a written scope with defined deliverables, timelines, and acceptance criteria. Work starts only when that document is agreed.
AI Readiness Assessment
For organisations curious about AI but uncertain where it can realistically contribute. We evaluate your data infrastructure, team capabilities, and process maturity through stakeholder interviews, data quality audits, and process reviews.
The engagement concludes with a prioritised opportunity map — showing where AI could create value, what investment each opportunity would require, and a suggested sequence based on feasibility and impact.
- Stakeholder interviews (up to 8 participants)
- Data infrastructure and quality audit
- Process maturity evaluation across key functions
- Prioritised AI opportunity map with feasibility ratings
- Leadership presentation of findings
- Full written report (PDF, documented)
- Demand forecasting and inventory optimisation
- Document classification and extraction
- Anomaly detection in operational or financial data
- Credit risk and customer churn modelling
- Process automation with classification pipelines
Custom Model Development
An end-to-end service covering data preparation, feature engineering, model selection, training, validation, and integration support. For organisations with a defined use case and sufficient data — typically in demand forecasting, document classification, or anomaly detection.
Timeline varies from six to twelve weeks depending on scope, data quality, and integration complexity. All models are fully documented and transferred with training for your team.
AI Strategy & Roadmap
A senior advisory engagement for leadership teams developing a coherent plan for adopting AI across the organisation. Covers technology landscape review, vendor evaluation frameworks, governance considerations, and phased implementation timelines.
Designed for C-suite and heads of technology at mid-to-large enterprises. Runs four to six weeks with board-ready deliverables — presentations and documents that can be shared with directors and senior stakeholders.
- Technology landscape review
- Vendor evaluation framework
- AI governance and risk framework
- Phased implementation roadmap
- Resource and capability planning guidance
- Board-ready presentation deck and written report
Which engagement is right for you?
Use this comparison to orient yourself. If you're still unsure after reading, a short conversation is the quickest way to find out.
| Your Situation | Assessment | Model Dev | Strategy |
|---|---|---|---|
| Just starting to explore AI | |||
| Have a defined use case, need a model built | |||
| C-suite needs a coherent AI plan | |||
| Unsure if data quality is sufficient | |||
| Need to evaluate vendors or build governance |
Standards that apply regardless of scope
Data confidentiality
All client data handled under NDA. Encrypted transfer, restricted access to named team members.
Written acceptance criteria
Success is defined and agreed in writing before work begins. Criteria are operational, not just technical.
Full documentation
Every deliverable is documented for long-term use. Your team can maintain and build on what we produce.
Pricing in Malaysian Ringgit
Fixed-scope engagements, billed in RM. No hidden fees, no retainer lock-in. Deposit at start, milestone billing through delivery.
AI Readiness Assessment
- 2–3 week engagement
- Up to 8 stakeholder interviews
- Full written report
Custom Model Development
- 6–12 week engagement
- End-to-end model pipeline
- Integration + handover
AI Strategy & Roadmap
- 4–6 week engagement
- Board-ready deliverables
- Governance framework included
Not sure which engagement fits? Let's find out.
A short conversation is usually enough to point in the right direction. No commitment required.
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