How every engagement is structured
The same four-stage structure applies across all three services. This keeps the process predictable and the outputs clearly tied to an agreed starting question.
Demand Forecasting Model
A predictive model built on your historical data to forecast demand over a defined horizon. Calibrated against seasonal, economic, and operational factors relevant to your Singapore context — not generic global baselines.
Delivered with a clear explanation of the model's logic, a documented uncertainty range, and guidance for interpreting outputs. Suitable for operations, procurement, and planning teams who want a structured, data-based input into regular decision cycles.
- Forecast horizon agreed in scoping (weekly, monthly, quarterly)
- Singapore public holiday and seasonal calibration
- Confidence interval at each forecast point
- Model files and interpretation guide handed over
- Walkthrough session with your planning team
Best suited for
Best suited for
Customer Behaviour Analysis
A data modelling engagement examining patterns in your customer transaction, engagement, or retention data to surface meaningful segments and behavioural trends. Rather than delivering a dashboard of generic metrics, we focus on answering two or three specific business questions your team has identified.
Findings are produced in plain language with clear implications for your planning — a written document your team can reference and circulate without needing to maintain a tool or platform.
- Up to three specific business questions addressed
- Customer segmentation using behavioural clustering
- Trend identification across time periods and cohorts
- Written findings with planning implications stated explicitly
- Presentation session with your team included
Predictive Analytics Readiness Check
A structured review of your data infrastructure and collection practices to assess whether you are positioned to benefit from predictive modelling. Covers data volume, completeness, labelling, and storage.
The output is a written gap analysis with pragmatic recommendations for what to address first. Useful before committing to a modelling engagement or when internal stakeholders need a clearer picture of the current data state.
- Data volume and coverage assessment
- Completeness, labelling, and storage review
- Prioritised gap analysis — critical items listed first
- Clear statement on whether modelling is viable now
- Written deliverable formatted for internal sharing
Best suited for
Choosing the right starting point
If you are unsure which service fits your current situation, this comparison helps narrow it down.
| Criterion | Readiness Check SGD 430 |
Customer Behaviour SGD 1,080 |
Demand Forecasting SGD 2,150 |
|---|---|---|---|
| Not sure if data is ready | — | — | |
| Understand customer segments | — | — | |
| Forecast future demand volumes | — | — | |
| Written deliverable | |||
| Model files handed over | — | — | |
| Walkthrough session | — | ||
| Typical completion time | 5–7 days | 2–3 weeks | 3–5 weeks |
Shared across all three services
Data confidentiality
Client data used only for the commissioned engagement. NDA available on request. PDPA-compliant storage.
Transparent methodology
The analytical approach is explained in the deliverable. If a model does not fit your data, we say so before proceeding.
Fixed-scope pricing
Budget agreed before work begins. No variable charges based on dataset size. Scope changes discussed before acting.
Defined timelines
All three services have documented timelines discussed at scoping. Progress notes are sent at each major milestone.
Knowledge transfer
Deliverables are structured to reduce ongoing reliance on Telvar. Your team should be able to act on outputs independently.
Local context calibration
Models account for Singapore commercial patterns — public holidays, port cycles, regional purchasing behaviour, MAS reporting periods.
Not sure which service fits your situation?
A scoping conversation is free, takes 20–30 minutes, and usually makes the right starting point clear. No commitment required.
Request a Scoping Call