Thoughtful AI Solutions for Real-World Needs

We work with a range of organisations across different industries in Malaysia and the wider Southeast Asian region — from mid-size technology companies to enterprises in finance, healthcare, and media. If your organisation has data and is exploring how AI might support your goals, we're happy to have a conversation about it.

Timelines vary depending on scope and complexity. A model explainability engagement might take four to six weeks, while a full recommendation engine build could take eight to twelve weeks. We always discuss expected timelines openly during our initial conversation so you can plan accordingly.

We take data handling very seriously. Depending on the project, we may work with anonymised or sample data during the design phase. Where full data access is needed, we operate under strict confidentiality agreements and follow Malaysia's Personal Data Protection Act (PDPA) along with established data security practices.

That's perfectly fine. Many of our engagements begin with an open discussion about your organisation's challenges and aspirations. We can help identify where AI might add meaningful value, and we're happy to say so honestly if a particular approach isn't the right fit for your situation.

Our listed prices are per project and cover the core deliverables described for each service. If ongoing support, iteration, or extended features are required, we can discuss those arrangements separately — always with transparent pricing and no hidden costs.

We maintain regular check-ins throughout the engagement — typically weekly or fortnightly depending on the project stage. You'll have a dedicated point of contact, and we share progress updates, interim deliverables, and documentation through channels that suit your team's workflow.