Data dashboards have a high abandonment rate. The ones that earn daily use share a small set of design choices.
Answer Questions, Not Show Data
Design around the questions users ask. 'What's slowing revenue?' not 'Revenue chart.'
Start With Summary
Top of the screen: the handful of metrics that answer 'is this okay?' Details below, on demand.
Chart Choice
Line for trends. Bar for comparison. Pie rarely. Stacked bar when composition matters. Avoid 3D.
Interaction
Filters, drill-down, time range. The dashboard is a starting point; users refine from there.
Who This Is For
- Product designers shipping customer-facing interfaces
- Product managers whose KPIs depend on UX quality
- Engineering teams owning a design system
Common Mistakes
- Designing for design awards instead of user outcomes
- Skipping accessibility until lawsuits force it
- Animating for delight at the cost of performance
Business Impact
- Higher conversion on key user flows
- Design system that ships consistently across teams
- Accessible products that expand total addressable market
Frequently Asked Questions
Tableau, Looker, or custom?
Off-the-shelf for internal tools. Custom when dashboard is the product.
Real-time data?
Expensive and rarely needed. Hourly or even daily refresh works for most decisions.
Mobile dashboards?
Simplify aggressively. Top KPIs only. Don't cram desktop layouts.
Why AIM Tech AI
- Custom-built systems, not templates or off-the-shelf wrappers
- AI + backend + cloud + infrastructure expertise in one team
- Built for production scale, not demo-day experiments
- Beverly Hills, California — serving clients worldwide
Build Systems, Not Experiments
AIM Tech AI designs and ships AI, cloud, and custom software systems for companies ready to turn technology into real business advantage.
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