Our Services
Three focused AI solutions
Each service addresses a specific, well-defined problem. Scope, timeline, and price are stated clearly before any work begins.
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Our general approach
Each engagement follows a structured sequence. The specific steps adapt to the service, but the underlying logic remains consistent.
Scoping
We clarify the problem, assess data availability, and agree on scope and evaluation criteria before work begins.
Data & Analysis
We examine your data or documents, identify relevant features, and assess quality and gaps before modelling.
Development
System or model built, tested internally, and validated against the agreed evaluation criteria.
Handover
Full documentation, source code, and a walkthrough session with your team. Evaluation report included.
Service 01
AI for Fraud Prevention
Building detection systems that identify fraudulent transactions, accounts, or activities using pattern analysis and anomaly detection. The service covers feature engineering from your transaction data, model training with appropriate class balancing, and real-time scoring integration. Designed for financial services, insurance, or e-commerce organisations.
What is included
- Data readiness assessment and gap analysis
- Feature engineering from transaction logs
- Class-imbalance handling and model training
- Threshold analysis and performance reporting
- Real-time scoring integration guidance
- Full documentation and handover session
Process steps
NDA signed, data access established, scope confirmed
Transaction data explored, features identified and engineered
Model trained with class balancing, thresholds calibrated
Evaluation report produced, integration approach documented
Handover session with your technical team, all artefacts delivered
Service 02
Automated Report Summarisation
Development of systems that read lengthy reports, research papers, or regulatory filings and produce concise, structured summaries highlighting key findings and action items. The service includes domain vocabulary tuning, summary quality evaluation, and delivery format configuration. Suited for executive teams and analysts who need to process large volumes of written material.
What is included
- Document corpus analysis and domain vocabulary review
- Summarisation model configuration and tuning
- Output format design (structured sections, bullet highlights)
- Quality evaluation against representative documents
- Delivery format configured to your workflow
- Documentation and team walkthrough
Process steps
Sample documents reviewed, domain vocabulary mapped, output format agreed
Summarisation pipeline configured and tuned to domain terminology
Quality evaluation on representative document sample, adjustments made
Final system delivered with documentation and deployment guidance
Service 03
AI Workshop for Executives
A half-day facilitated session designed specifically for senior leaders, covering AI fundamentals, strategic implications, risk considerations, and decision frameworks for AI investment. The workshop uses your industry context and competitive landscape as the backdrop. Designed to equip leadership teams with the understanding needed to guide AI strategy.
What is included
- Pre-workshop briefing to understand your industry context
- AI fundamentals tailored for a non-technical leadership audience
- Strategic opportunity and risk discussion
- AI investment decision framework walkthrough
- Industry-specific case examples and competitive context
- Q&A and post-session summary document
Session structure
Pre-session briefing (30 min call) to gather context on your organisation and sector
Morning session (3–4 hours): AI fundamentals, strategic landscape, investment frameworks
Guided discussion using industry examples relevant to your leadership team
Written summary of key discussion points and decision frameworks delivered within 3 days
Decision Guide
Choosing the right service
This comparison helps you identify which engagement fits your current situation.
| Consideration | Fraud Prevention | Report Summarisation | Exec Workshop |
|---|---|---|---|
| Best for | Fin-services, insurance, e-commerce | Executive teams, analysts | Senior leadership teams |
| Price | RM 4,300 | RM 2,500 | RM 500 |
| Timeframe | 10 weeks | 6 weeks | 1 session |
| Data required | Transaction records | Document corpus | Industry context |
| Technical deliverable | |||
| Good starting point if AI is new |
Standards
Shared standards across all services
PDPA-aligned data handling
All personal data processed under Malaysian PDPA 2010 requirements with mutual NDA signed before access.
Version-controlled artefacts
Code, models, and configuration files maintained under version control and included in the handover package.
Documented methodology
Every technical choice is documented with rationale. Assumptions and limitations are stated explicitly.
Defined evaluation metrics
Quality criteria agreed at project start. Evaluation report delivered alongside the technical output.
Knowledge transfer session
A structured handover session ensures your team can operate and maintain what was built independently.
No data retained post-project
Client data is deleted or returned at project close. Retention arrangements require explicit written agreement.
Discuss which service fits your situation
If you are unsure which engagement is most appropriate, we are happy to have a short initial call to help you decide.
Get in Touch