Applied Intelligence for Decisive Advantage

We begin with a structured assessment of your problem domain, available data, success criteria, and operational constraints. This includes examining data quality and volume, defining measurable outcomes, identifying integration requirements, and evaluating regulatory considerations if applicable. Our prototyping sprint is specifically designed for organisations uncertain about technical feasibility.

Our primary focus areas include financial services (banking, insurance, fintech), professional services requiring knowledge extraction (legal, consulting, research), and innovation teams within established organisations exploring machine learning applications. We work with organisations across Singapore that operate in environments where model explainability, compliance, and audit readiness are important considerations.

Engagements typically follow this structure: initial consultation to understand requirements and assess fit, scoping session to define objectives and deliverables, development phase with regular progress reviews, validation and testing against agreed criteria, and handover with documentation and knowledge transfer. For prototyping sprints, the timeline is compressed but follows similar principles.

Data handling protocols are established at the beginning of each engagement, tailored to your specific compliance requirements. We work within your existing security infrastructure whenever possible, support on-premise development environments if required, implement appropriate access controls and encryption, and provide detailed documentation of data processing activities for your records.

All engagements conclude with comprehensive handover documentation, including technical specifications, model documentation, integration guides, and maintenance recommendations. We can arrange ongoing support agreements if you require assistance with monitoring, refinement, or expansion of the implemented systems. Many clients begin with a prototyping sprint and then proceed to full implementation.

Our engagements are priced based on scope and complexity. The AI Prototyping Sprint begins at SGD 580 for a focused 2-3 week engagement. Semantic Knowledge Extraction projects start at SGD 1,280 for 6-10 weeks of development. Financial Services engagements begin at SGD 1,850 for 8-14 weeks, reflecting the additional compliance and documentation requirements. All pricing is provided upfront with clear deliverables.