Insights and
Intelligence

Data visualization and AI-ready reporting that turn your data into decisions.

The Challenge

Organizations want an accurate picture of program performance. Program staff need to know if targets are on track. Grantmakers need reports that show results without hours of manual compilation. Many organizations are also asking how AI fits into that picture—and AI can only summarize and answer questions as well as the data behind it, and a data set that is scattered or unstructured produces unreliable answers no matter how advanced the tool.

A well-designed business intelligence layer evolves your data into actionable insights and gives any AI tool your team adopts a trustworthy foundation to draw from.

Who is this for

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  • Organizations with program data that is not yet accessible in a visual, decision-ready format
  • Organizations funding or managing a multi-grantee portfolio that need portfolio-level dashboards to monitor performance
  • Organizations with a data warehouse or Salesforce environment ready for a business intelligence layer on top
  • Organizations replacing manual, spreadsheet-based reporting with automated dashboards and AI-powered analysis
  • Organizations whose leadership team needs real-time visibility into key performance indicators

Our Solutions

Every Insights & Intelligence engagement moves you from a list of open questions to a dashboard your team regularly opens.

Reporting requirements document

A stakeholder-validated list of the questions and metrics to advance your full team.

AI-ready data views

Structured, documented data views that give AI tools a reliable foundation to query and summarize.

Dashboard wireframes

Prototypes of each dashboard, reviewed and approved by your stakeholders before development begins.

Configured BI dashboards

Production-ready visualizations built on your chosen platform — Power BI, Tableau, Superset, or MotherDuck. Each configured around the metrics and audiences defined in your requirements document.

Automated data refresh

Connected pipelines to sustain accurate dashboards without manual updates.

User training & documentation

Hands-on sessions for the teams who will use, interpret, and maintain the dashboards, covering both the platform and recommended actions. Technical and user-facing reference materials covering data sources, dashboard logic, and platform maintenance.

Our Approach

Vera designs dashboards that are used—built around the questions your decision-makers are already asking.

Assessment & Discovery (2–4 weeks)

  • (AD-1) Pre-Assessment Data Governance Maturity: High-level maturity assessment across data quality, governance, and strategy dimensions
  • (AD-2) Data Quality Assessment: Discovery, data sampling, and desk research to evaluate data quality , applicable to both data and AI solution pathways
  • (AD-3) Data Use Case Development: Recommend 3–5 high-value, low-effort data use cases that may lead to data or AI solution recommendations
  • (AD-4) Data Readiness Gap Analysis: Discovery sessions and a Data Gap Analysis Report covering data literacy, tooling, quality, governance, and MDM gaps

Why Vera?

Choosing a BI partner is choosing who builds the layer between your data and every decision your team makes from it. Here is what Vera brings to that role.

Related Services

Organizations using this service often also explore:

FAQs

Quick answers to common questions to help your team master new data strategies. 

Do we need a data warehouse first?

Vera works with Power BI, Tableau, Apache Superset, and MotherDuck's built-in analytics. We recommend the platform that best fits your team's capabilities, existing tools, and budget.

No. Some dashboards can be built directly on Salesforce, Airtable, or other source systems. For more complex multi-source reporting, a data warehouse or integration layer is usually recommended.

Most engagements run 6–12 weeks depending on the number of dashboards, data complexity, and integration requirements.

Get dashboards and reporting that your leadership, program, and funder audiences regularly rely on—refreshed automatically, and built on a foundation ready for the AI tools your organization is adopting.

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Ready to turn your data into decisions?