OUR SERVICES
Three Ways We Work With Organisations
Each of our services addresses a distinct stage of the AI adoption journey — from readiness evaluation to specialised integration work. You can engage us at whichever point makes most sense for where your organisation currently stands.
Back to HomeHOW WE WORK
Our Overall Methodology
Every engagement follows a consistent structure that prioritises understanding before recommending, and measurement before declaring success.
Contextual Discovery
We spend time genuinely understanding your organisation before any recommendations are made.
Tailored Scoping
Engagement scope is shaped around your actual situation, not a fixed service template.
Collaborative Delivery
We work alongside your team rather than in isolation, building knowledge as we go.
Capability Handover
Engagements conclude with documentation and knowledge transfer that enables your team to continue independently.
SUITABLE FOR
SERVICE 01
AI-Enhanced Research Operations
This service helps research and development teams integrate AI tools into their core investigation workflows. The engagement is adapted to the specific domain and methodology of your research environment — we don't impose a generic AI research stack, we work with what makes sense for your field.
Literature Analysis Support
AI-assisted scanning, summarisation, and thematic clustering of research literature — significantly reducing the time your team spends on background review.
Experiment Design Assistance
Using AI to help identify gaps in experimental design, surface relevant precedents, and support hypothesis generation within your research discipline.
Data Pattern Recognition
Applying machine learning techniques to your research datasets to identify patterns, anomalies, and relationships that manual analysis might miss or take significantly longer to surface.
Result Synthesis Workflows
Building semi-automated pipelines for synthesising and structuring research outputs, reducing the administrative overhead of documentation while maintaining scientific rigour.
TYPICAL TIMELINE
SERVICE 02
Organisational AI Maturity Assessment
A thorough evaluation of your organisation's AI readiness across five dimensions, culminating in a detailed scorecard and a practical advancement plan. This service is most useful for leadership teams who want clarity before committing to significant AI investment.
Strategy Alignment
How well AI ambitions connect to organisational goals and decision-making structures.
Data Readiness
Quality, accessibility, and governance of the data assets your AI ambitions will depend upon.
Technical Capability
Infrastructure, tooling, and integration maturity across your technology landscape.
Talent Development
Current AI skills within your workforce and pathways for meaningful capability growth.
Governance Practices
Policies, ethical frameworks, accountability structures, and regulatory alignment for responsible AI use.
BEST FIT WHEN YOU HAVE
SERVICE 03
AI-Powered Customer Segmentation
This service implements AI-driven segmentation models that go substantially beyond conventional demographic grouping. By analysing behavioural patterns, engagement frequency, and value signals across your customer data, we build segment profiles that enable more nuanced, effective engagement from your marketing and service teams.
Data Integration & Assessment
We review your existing data assets, identify integration requirements, and map the data landscape before any modelling begins.
Behavioural Cluster Modelling
Machine learning techniques are applied to surface behavioural clusters, value tiers, and engagement patterns that demographic data alone cannot reveal.
Segment Profiling & Activation Strategy
Each identified segment receives a clear profile and a practical activation strategy — enabling your marketing and service teams to apply findings without needing to interpret raw model output.
COMPARISON
Which Service Is Right for You?
A quick reference to help you think about where your organisation might benefit most.
| Criteria | Research Operations | Maturity Assessment | Customer Segmentation |
|---|---|---|---|
| Starting price | RM 790 | RM 2,100 | RM 3,570 |
| Typical duration | 2–4 months | 4–6 weeks | 6–12 weeks |
| Best starting point? | If you have a research team | Ideal first step | If you have customer data |
| Technical data required | Research datasets | Documentation & interviews | Customer transaction data |
| Primary stakeholders | R&D team leads | C-suite / leadership | Marketing & data teams |
Standards Across All Our Services
PDPA Compliance
All data handling follows Malaysian personal data protection requirements.
Formal Agreements
Confidentiality and scope agreements are in place before work begins.
Full Documentation
All findings, models, and recommendations are documented for your records.
Post-Engagement Support
We remain accessible for questions for a defined period after each engagement closes.
PRICING
Transparent Service Pricing
All prices are engagement-based. Scope and final pricing are confirmed in your engagement proposal before any work begins.
Research Operations
RM 790
per engagement
- Domain-adapted workflow design
- Literature analysis setup
- Pattern recognition tooling
- Team training & handover
- Full documentation
Maturity Assessment
RM 2,100
per engagement
- Five-dimension assessment
- Stakeholder interviews
- Industry benchmarking
- Detailed scorecard report
- Advancement plan per dimension
- Leadership workshop
Customer Segmentation
RM 3,570
per engagement
- Data integration assessment
- Behavioural cluster modelling
- Segment profiling reports
- Activation strategy per segment
- Marketing team enablement
Not Sure Which Service Fits?
We're glad to have a preliminary conversation to help you think through your situation. There's no obligation, and we'll be honest if we think a different path makes more sense for you.
Talk to Our Team