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DATA CONSULTATION

Data Audit &
Architecture

Current state assessment, architecture design, and analytics enablement. We help you build the foundation for data-driven decisions.

What We Deliver

Data Audit & Strategy

Current state → gaps → roadmap with quantified ROI. We assess your data infrastructure, identify opportunities, and create an actionable plan.

DELIVERABLES
  • Current state assessment with gap analysis
  • Data maturity evaluation across dimensions
  • Strategic roadmap with prioritized initiatives
  • ROI projections for each initiative
Techniques: Data maturity models, capability assessment, ROI modeling

Architecture & Modeling

Lakehouse or warehouse, star schema for analytics, CDC where useful. We design scalable data architectures that grow with your business.

DELIVERABLES
  • Architecture design (lakehouse/warehouse)
  • Dimensional modeling (star/snowflake schema)
  • CDC implementation for real-time sync
  • Data flow diagrams and documentation
Techniques: Dimensional modeling, ELT patterns, CDC, data contracts

Analytics Enablement

KPI definitions, dashboard standards, training, documentation. We empower your team to become self-sufficient with data.

DELIVERABLES
  • Standardized KPI definitions and calculations
  • Dashboard design standards and templates
  • User training programs (beginner to advanced)
  • Comprehensive documentation and playbooks
Techniques: Metric governance, data literacy programs, documentation standards

Our Expertise

E-commerce Analytics

Deep expertise in Thai e-commerce platforms including Shopee, Lazada, TikTok Shop, and LINE Shopping. We understand the unique challenges and opportunities in the Thai market.

Marketing Analytics

Comprehensive marketing measurement from awareness to conversion. We help you understand customer journeys and optimize marketing spend across all channels.

Product Analytics

User behavior analysis and product optimization. Track feature adoption, identify friction points, and make data-driven product decisions.

Financial Analytics

Revenue analysis, profitability tracking, and financial forecasting. Connect your financial data with operational metrics for complete business visibility.

Engagement Models

Strategic Advisory

3-6 months

High-level strategic guidance for leadership teams. Monthly sessions to review progress, provide recommendations, and adjust strategy based on results.

IDEAL FOR: Organizations looking for expert guidance without full implementation support

Implementation Partnership

6-12 months

Hands-on implementation support from planning through deployment. We work alongside your team to build capabilities while delivering results.

IDEAL FOR: Companies ready to invest in building internal data capabilities

Managed Analytics

Ongoing

We become your analytics team. From tracking implementation to ongoing optimization and reporting, we handle all aspects of your data analytics.

IDEAL FOR: SMEs without dedicated analytics resources who want expert management

Start Your Data Journey

Schedule a free consultation to discuss your data challenges and explore how we can help you build a data-driven organization.

Book a consultation