Scope and Method of Service Provision
Scope of Work
Provision of professional services to support data-driven initiatives. Activities include expert consulting, data analysis, data cleaning and preparation, and dashboard development to enable effective business insights and decision-making.
Services Provided
- Expert consulting on data and business intelligence topics
- Data analysis and requirements definition
- Data cleaning and data quality improvement activities
- Data preparation and transformation for reporting purposes
- Dashboard design and development (senior and intermediate developer levels)
- Ongoing support and advisory for data-driven decision making
- Dashboard development for We Travel (employee travel tracking, CO₂ emissions, travel costs) using existing data sources, sometimes restructured with Tableau Prep
- Dashboard development for JPRWEE (survey data on rural women’s economic empowerment), including data cleaning and preparation to support monitoring and reporting
- Tableau Training (Desktop Fundamentals and Advanced)
Tools & Technologies
Team
- 1 Tableau Architect
- 1 Tableau Trainer
- 2 Tableau Developers (Intermediate)
Key Deliverables
- High-quality, clean datasets ready for analysis and reporting
- Prepared and transformed data ready for reporting
- Enterprise dashboards and visual analytics solutions
- Expert consulting reports and actionable insights
- Documentation of data processes, standards, and governance artifacts
- Support and advisory logs for ongoing data-driven initiatives
Outcomes & Impact
- Interactive dashboards enabling the client to answer key business questions
- Improved decision-making through tailored visual analytics and expert guidance
- Strengthened collaboration between client and service team for rapid insight generation
- Increased efficiency in reporting and access to actionable information
Enterprise-level Relevance
- Direct experience working with the team across multiple business units (We Travel and JP RWEE)
- Proven ability to translate business questions into actionable dashboards and analytics solutions
- Expertise in consulting, data analysis, and visualization aligned with the operational priorities
- Familiarity with data sources and reporting needs, enabling faster insight generation
- Hands-on experience in co-creating solutions that address specific client questions and drive informed decisions