AI Solutions Designed
for Human Context
We build recommendation engines, speech recognition systems, and ethics frameworks that respect the people they serve. Based in Kuala Lumpur, focused on thoughtful implementation.
What We Build
Three core offerings, each designed to integrate smoothly into your existing workflows without adding complexity you don't need.
Recommendation Engine Development
Custom-built recommendation systems designed for e-commerce, content platforms, or internal knowledge bases. The process includes behavioral data analysis, collaborative and content-based filtering model development, and A/B testing framework setup.
- API-accessible service with dashboard metrics
- Behavioral data analysis and model tuning
- A/B testing framework for ongoing refinement
Speech Recognition Integration
Development and deployment of speech-to-text and voice command capabilities, calibrated for Malaysian English, Bahasa Malaysia, or multilingual environments. The service covers acoustic model tuning, vocabulary customization, and integration with existing applications.
- Malaysian language variant support
- Noise handling for real-world conditions
- Integration with your current systems
AI Ethics Review
An independent review of AI-related projects, policies, or products through the lens of fairness, transparency, and accountability. The engagement includes stakeholder interviews, algorithmic impact assessment, and a findings report with actionable guidance.
- Fairness and transparency assessment
- Stakeholder interviews and impact analysis
- Actionable findings and guidance report
Technology That Considers Context
Whether you're exploring a recommendation system for better user engagement, need speech recognition for field operations, or want to ensure your AI implementations align with your values, we'd like to hear what you're working on.
Discuss Your ProjectCommon Questions
How long does a typical implementation take?
Timeline depends on the scope and complexity. Recommendation engine projects typically take 6 to 8 weeks from initial data analysis to deployment. Speech recognition integration usually requires 4 to 6 weeks. Ethics reviews can be completed within 2 to 3 weeks. We'll provide a more specific estimate after discussing your particular situation.
Do you work with businesses outside Malaysia?
Yes, we work with organizations internationally. Our speech recognition services are particularly valuable for Malaysian context, but the recommendation engine and ethics review services apply regardless of location. Remote collaboration is straightforward, and we're comfortable working across time zones.
What kind of data do you need to start a recommendation engine project?
We'll need access to user interaction data, such as clicks, purchases, views, or search queries. The more historical data available, the better we can train the models. If data is limited, we can start with simpler approaches and refine as more information becomes available. Data privacy is handled carefully throughout the process.
How does pricing work for ongoing support or adjustments?
The prices listed cover initial development and deployment. If you'd like ongoing monitoring, model retraining, or quarterly ethics reviews, we can arrange a support agreement tailored to your needs. Many clients prefer to handle internal adjustments themselves after the initial handoff, which is perfectly fine.
How do you handle data privacy and security?
Data handling follows strict protocols aligned with Malaysian Personal Data Protection Act requirements. We use encryption for data in transit and at rest, limit access to only necessary personnel, and can work within your existing security infrastructure. For ethics reviews, we maintain confidentiality of all stakeholder feedback and internal processes.
Our Location
Let's Talk About Your Project
Contact Information
50400 Kuala Lumpur
Malaysia
Saturday: 10:00 AM - 2:00 PM
Sunday: Closed
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