MARKET RESEARCH REPORTING AUTOMATION AND DASHBOARDS
Make tracker reporting repeatable.
Connect validated survey data to cross-tabs, brand tracking dashboards and reporting workflows, with explicit bases, weights and definitions for every measure.
For research agencies, brand tracker owners and in-house insights teams producing recurring reports.
THE OPPORTUNITY
Tracker reporting & dashboards.
A clearer way forward.
When data preparation, calculations and charts are repeated manually, reporting becomes harder to maintain. AI-written commentary adds little value if the figures and analytical assumptions are unclear.
What we build
We build a dependable data path from approved sources to the reporting layer, with explicit definitions for bases, weights and measures. AI can then help draft commentary around verified outputs, with researchers checking claims before publication.
THE DELIVERABLE
Outputs for your
research team.
A documented survey-data preparation and validation workflow
Cross-tabulation, dashboards or reporting outputs designed for research stakeholders
Defined question bases, weighting rules, measures, filters and research-wave comparisons
Researcher-reviewed commentary workflows and reporting documentation
POSSIBLE WORKFLOWS
Applications in
research delivery.
Illustrative examples. The final scope depends on your methods, systems and data.
- Brand tracking dashboards for awareness, consideration, usage and brand perceptions
- Cross-tabulation by respondent segment, market and research wave
- Repeatable chart and table preparation for concept tests, NPS studies and trackers
COMMON QUESTIONS
Before we begin.
Can you work in Power BI?
Yes. David has led Power BI implementation and works with SQL, Python, data models and reporting interfaces. The delivery format is chosen around your team's existing environment.
Can you automate recurring tracker reports?
Yes, where the source data and measures are sufficiently consistent. We first document exceptions, validation checks and the parts of the report that require interpretation.
Will AI write the final insights?
AI can prepare draft commentary from verified outputs. A researcher should review the wording, supporting evidence and implications before client delivery.
A useful next step
Tell us about
your research.
Describe the study, the research workflow and the output your team needs.
Prepare a research brief