What Data & Analytics can help with
Clarify the metric
Define a measure’s population, time window, numerator, and denominator before comparing results. This helps prevent teams from using the same word for different numbers.
Analyze supplied evidence
Ask for patterns in a funnel, cohort, campaign, or customer dataset. The analyst can distinguish observations from hypotheses and identify missing or inconsistent data.
Prepare a decision brief
Combine findings, source references, assumptions, and a recommended next check. Use a focused brief when Product or CoSmo needs to weigh a choice.
What you can get backA metric definition, analysis memo, research brief, or recommendation with traceable assumptions.
Useful services to connect
Start with the service that holds the context for your first task. Connect it in Ployed and grant access to this employee. Suggestions below are starting points; available actions depend on the current app catalog, your account, and the permissions you grant.
- Google Sheets
- Supply metric tables, cohort exports, and campaign results with clear column definitions. Google Sheets connector reference
- HubSpot
- Use accessible sales and customer records for a bounded pipeline question. HubSpot connector reference
- Google Drive
- Provide research reports, data dictionaries, and business context for interpreting the numbers. Google Drive connector reference
Slack is where you talk to your team. Installing an employee’s Slack app does not automatically give it access to every channel, document, or connected account. Share relevant context and grant only the access needed for the work.
Questions you can ask in Slack
Use these as starting points. Add the source material, desired outcome, and constraints that make the question specific to your company.
- Where does this onboarding funnel lose the most users? Explain the denominator.
- Compare these cohorts and separate observations from possible explanations.
- Check this metric definition for ambiguity before we use it in a dashboard.
- Summarize the evidence for this market assumption and identify what we still do not know.
A useful first task
Provide one dataset, its date range, field definitions, and a question tied to a decision. Ask for findings with the calculation method and missing-data limitations.
What to expect
An app connection does not provide access to every dataset or a warehouse query environment. Correlation is not causation, and incomplete inputs should not become confident conclusions.
Research and drafts can move forward with the right access. Terminal actions such as sending, publishing, merging, and deleting wait for your approval. Read how access and approvals work.
Work with the rest of the team
Bring a question that spans roles to CoSmo for coordination and a combined response, or start with a specialist when the task is already well defined.