Infrastructure for your dashboard
Expert infrastructure tailored to dashboards. We identify the specific issues dashboards face and fix them for production. From $19.
Dashboard challenges we solve
Common dashboard issues that our infrastructure service addresses.
Query performance at scale
AI-generated dashboards run raw database queries on every page load. With thousands of rows, these queries take seconds or minutes instead of milliseconds. You need materialized views, pre-aggregated data, proper indexing, and caching to keep dashboards responsive.
Data accuracy
A dashboard that shows wrong numbers is worse than no dashboard at all. AI tools generate SQL aggregations that look correct but miss edge cases — timezone handling, duplicate records, null values, and off-by-one errors in date ranges produce silently incorrect metrics.
Access control and data exposure
Dashboards display sensitive business data. AI tools often skip role-based access, meaning anyone with the URL can see revenue figures, customer data, or operational metrics. Different team members need different data visibility levels.
Real-time vs. cached data
Some metrics need to be live (active users, system status), while others can be cached (monthly revenue, historical trends). AI tools either make everything real-time (slow, expensive) or everything static (stale). You need a thoughtful caching strategy.
What we check
Key areas we review for dashboard infrastructure projects.
Query performance — response times under 500ms for all dashboard views
Data accuracy — aggregation logic, timezone handling, null values
Access control — role-based permissions enforced on API and database level
Caching strategy — appropriate refresh intervals for each metric type
Visualization correctness — accurate axes, accessible color schemes
Not sure if your app passes? Our code audit ($19) checks all of these and more.
Start with a self-serve audit
Get a professional infrastructure of your dashboard project at a fixed price.
External Security Scan
Black-box review of your public-facing app. No code access needed.
- OWASP Top 10 vulnerability check
- SSL/TLS configuration analysis
- Security header assessment
- Expert review within 24h
Code Audit
In-depth review of your source code for security, quality, and best practices.
- Security vulnerability analysis
- Code quality review
- Dependency audit
- Architecture review
- Expert + AI code analysis
Complete Bundle
Both scans in one package with cross-referenced findings.
- Everything in both products
- Cross-referenced findings
- Unified action plan
100% credited toward any paid service. Start with an audit, then let us fix what we find.
How it works
Tell us about your app
Share your project details and what you need help with.
Expert + AI audit
A human expert assisted by AI reviews your code within 24 hours.
Launch with confidence
We fix what needs fixing and stick around to help.
Frequently asked questions
Do you offer infrastructure for dashboards?
Yes. We provide infrastructure specifically tailored to dashboard applications. We understand the unique requirements of dashboard projects and the common issues that need attention before production use.
What infrastructure issues do you typically find in dashboard projects?
Common issues in dashboard projects that affect infrastructure include: query performance at scale, data accuracy, access control and data exposure. We identify and address all of these as part of our infrastructure service.
How do I get started with infrastructure for my dashboard?
Start with our code audit ($19) to get a clear picture of your dashboard project's infrastructure needs. We'll provide a prioritized report and a fixed quote for any follow-up work.
How much does infrastructure cost for a dashboard?
Our code audit starts at $19 and gives you a prioritized report. Follow-up infrastructure work is scoped with a fixed quote based on your dashboard project's specific needs. No hourly billing.
Related resources
Other Services for Dashboard
Need infrastructure help for your dashboard?
Tell us about your project. We'll respond within 24 hours with a clear plan and fixed quote.