AI-built software review: from PoC to product Has your company built applications with AI? We review them and validate them for production.
Don’t take them to production without a deep security and architecture review. At Sondeon we are experts in reviewing applications before production, and we also keep your data platforms under control.
Google PageSpeed Insights reports for two websites after they went through our review and we applied the fixes. The scores under each image are copied from the report.
Real scanurankin.com
Google PageSpeed Insights
Performance
98
Accessibility
100
Best Practices
96
SEO
100
Agentic navigation
3/3
Real scandopplos.com
Google PageSpeed Insights
Performance
100
Accessibility
96
Best Practices
100
SEO
100
Agentic navigation
3/3
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Frequently asked questions
What is the AI Controller?
The AI Controller is a technical review of the systems your team builds with AI and of the data platforms your business runs on. It checks code, databases, servers, data flows, users and licenses, and it repeats every three months.
Why review code written by AI before production?
AI writes working code quickly, but it does not know your security rules, your data volume or your infrastructure. Exposed keys, missing indexes and errors that fail silently are cheaper to close before users find them.
Is this an audit?
No. It is a technical review and control of your systems, not a legal, financial or compliance audit. We check how the systems work and tell you how to fix what does not.
Why every three months?
Because the systems keep changing: new code ships, new pipelines and workflows appear, and people join and leave. A quarterly control catches broken flows and unused licenses before they add months of wrong data or wasted cost.
What is a silent broken data flow?
A silent broken data flow is a pipeline, workflow or refresh that stops working without raising an alert, so dashboards keep showing numbers that are old or wrong. Decisions are then made on data nobody knows is broken.
How do unused licenses cost money?
People who stopped using Salesforce, Power BI, Fabric or Databricks, or who left the company, often keep a paid license. The controller lists them every quarter so you can remove or reassign them.
Do you review systems built by junior developers?
Yes, and that is where the review helps most. AI lets less experienced developers ship larger systems, and the gaps grow with the system. The review turns them into a plan the team can follow.
Which countries and languages do you work in?
We work with companies in the United States, Europe and Latin America, in English, Spanish, Portuguese, German and French.