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Sondeon

AI-built software

Review of AI-built databases: PostgreSQL, MySQL, Redis, Elasticsearch and RabbitMQ AI builds you a database that holds up with ten users

We review and fix the database your team designed with AI, so it does not go down the day real customers arrive.

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The model

With test data, everything answers instantly. That is the model. With thousands of customers and years of data, the cracks appear.

Shall we talk about your case?

A 30-minute meeting to see what you have and what to review first.

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When the database goes down, everything goes down

A slow database is felt on every screen, and an outage stops the whole business. It almost always warns you first, if someone is watching.

What we do

What we review in your databases

  • Connections: pattern, stability and limits
  • Slow queries, with their real parameters
  • Schema and indexes against the code
  • Views and routines inside the engine
  • Configuration against real memory
  • Locks and concurrency
  • Redis memory and keys
  • Elasticsearch health, indexes and disk
  • RabbitMQ queues and consumers
More than 100 control points

What you receive

What you receive

  • The report with risk indicators and their fixes
  • A baseline to compare against in the next review
  • The fixes, applied one by one if you approve them
  • A one-page summary for leadership
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Two ways to work with us

Review a new system once before it ships, or keep everything under control every three months.

Before production

Review a new system

Send the app, website or database you built with AI and get every gap with its fix before you deploy.

  • One-time review
  • Security, database and performance
  • Fix plan before go-live
Request a pre-production review

Every three months

Keep it all under control

We review your code, servers and data platforms each quarter: broken flows, idle users and costs.

  • Quarterly review
  • Broken data flows and unused licenses
  • Before and after report each quarter
Start the quarterly controller

Frequently asked questions

Which engines do you review?

We review PostgreSQL, MySQL, Redis and compatibles (Valkey, Dragonfly, KeyDB), Elasticsearch or OpenSearch, and RabbitMQ.

Does the review affect my live system?

No. The review changes nothing in your databases. Fixes are applied afterwards, and only with your approval.

How often should it be reviewed?

Before going to production and every three months, because data grows and new queries change what the engine needs.

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Tell us what worries you. In the meeting we explain how we solve it.

We only use your details to answer this request.