Service packages

Insights and practical guidance

Latest articles

6 min read

Strategy

Selecting the right first AI project

Selecting a first AI project requires balancing impact potential with implementation complexity. Start with problems that have clear decision owners, accessible data, and measurable outcomes. A small, well-scoped pilot that connects directly to a key process often result the fastest path to value. This article outlines a checklist for assessing candidate projects, including data availability, stakeholder alignment, and realistic timelines. It also explains metrics to monitor during pilots and how to design experiments that reduce operational risk. The guidance is grounded in experience from regional deployments and emphasizes repeatability so teams can build a sustainable pipeline of initiatives.

7 min read

Engineering

Practical MLOps for small teams

This piece describes essential MLOps practices suitable for teams with limited resources: reproducible training scripts, lightweight CI for model tests, simple deployment patterns using containers and basic monitoring to detect drift. It prioritizes actions that reduce downtime and maintenance overhead while keeping the architecture simple enough for operations teams to manage without extensive specialist support.

5 min read

Data

Data governance essentials

A practical primer on data governance items that materially affect AI deployments: data cataloging, access controls, retention policies and basic lineage tracking. The article explains which governance controls are most important during pilot and scale phases and how to implement them with minimal disruption to analytics workflows.

Packages that match project scale

Select a package based on project scope and desired engagement depth. Each package includes an initial review, defined deliverables and clear acceptance criteria.

Scope: concise audit to full program

Deliverables: roadmap, prototype, or ongoing support

Engagement: fixed-scope or retainer

Consult

Initial consultation

1-hour advisory session

Problem scoping and feasibility feedback
High-level roadmap suggestions
Recommended next steps and resource estimate
Contact details and follow-up plan

Book a consultation

Recommended

Starter audit

3050

MYR

Comprehensive assessment of one use case
Data readiness and gap analysis
Roadmap and prioritized recommendations
Delivery within a fixed two-week engagement
Monthly performance summary with actionable recommendations for one focus area

Start Basic

Pro Plan

7300

MYR

Custom AI model fine-tuning for one core business process
Integration with up to three internal systems or APIs
Weekly performance monitoring and model adjustments
Access to enterprise-level reporting dashboard
Dedicated onboarding and two strategy workshops per quarter
Priority technical support during business hours (MYT)

Choose Pro