A Looker Studio dashboard for marketing performance
Business project category
Data, AI & Reporting specialists for business projects
Useful reporting and AI projects begin with a business decision or workflow, not a tool alone. Explain the recurring question, available data and human checks so specialists can identify the right reporting or automation approach.
Posting is free and there is no obligation to hire. Vetted specialists can respond when the brief fits.
Project fit
Who this category can help
- Teams replacing manual recurring reports
- Managers needing clearer operational or marketing visibility
- Businesses testing practical AI workflows
- Organisations cleaning, connecting or governing business data
Services
Start with the closest service
Selecting a service gives specialists a useful starting point. You can explain related requirements and additional services inside the same brief.
Common reasons businesses seek support
- Looker Studio and Power BI dashboards
- GA4, Tag Manager and reporting automation
- AI chatbots and workflow automation
- Data cleanup, lead scoring and business intelligence
Deliverables to discuss
- Requirements and metric definitions
- Data connections and preparation
- Dashboard, workflow or AI configuration
- Testing, access and monitoring controls
- Documentation and team handover
Examples
What a focused brief can look like
A useful brief describes the outcome and context without pretending every detail is already decided.
An AI workflow to qualify incoming leads
Power BI reporting for sales and operations
Information that helps specialists respond
- Decision or workflow to improve
- Users and access requirements
- Data sources and known quality issues
- Metric definitions and existing reports
- Privacy, review and exception-handling needs
Questions worth asking
- How will business definitions be confirmed?
- Which connectors or services are required?
- How will errors and missing data be detected?
- Where must a person review an AI output?
- How will the team maintain the solution?
Scope and proposals
What can change the work involved
Proposals can differ because specialists make different assumptions. Raise these factors in your brief and ask for exclusions to be stated clearly.
Number and quality of data sources
Data preparation and joining
User access and reporting views
AI risk, monitoring and human review
Avoidable problems
Common mistakes before commissioning work
- Building charts before agreeing on definitions
- Automating a process with poor input data
- Using AI without review and exception handling
- Failing to document connectors and calculated fields
Detailed project guide
Prepare for a common data, ai & reporting brief
How it works
Connect in three practical steps
- 01
Submit a clear brief
Share the project goal, service, budget range, timing and useful context.
- 02
Verify your details
Verification helps keep briefs focused on genuine business projects.
- 03
Review suitable responses
Vetted specialists can respond when the verified brief suits their expertise.
Frequently asked questions
Before you submit a brief
You do not need a finished specification. Share what you know, identify open questions and ask specialists to state their assumptions.
Can a dashboard combine several data sources?
Often yes. The method depends on data volume, connector access, join logic and the quality and ownership of each source.
Do I need to define all metrics first?
Identify the important business questions and known definitions. A specialist can help resolve and document the reporting model.
Can I post an AI automation brief?
Yes. Explain the workflow, inputs, desired output, sensitive data, human review points and what should happen when the system is uncertain.
Does GrowthBrief endorse a particular AI tool?
No. Independent specialists may recommend tools based on the brief. Review security, data use, ongoing cost and operational suitability before proceeding.
GrowthBrief is a project matching platform. Services are proposed and delivered by independent specialists. Review each specialist's scope, credentials, terms and suitability before commissioning work.
Start with a clear brief
Ready to turn the project into a clear brief?
Submit once for free and get responses from vetted specialists.