Infrastructure audit for AI-built software, review your deployment, backups, monitoring and secrets
AI ships the app in days, but the infrastructure around it often grows on the side. A proper SaaS infrastructure review looks beyond the code: Veriploy reviews the deployment, backups, monitoring, logging and secrets of your AI-built software and keeps the infrastructure under ongoing technical oversight afterwards, instead of stopping at a one-off audit.
- Snapshot from 249 €
- Fixed monthly plans
- Repo + CVE + infrastructure
- German point of contact
Technical point of contact
Timo Wevelsiep
Software engineer, cloud architect, founder & managing director
I review code, security and infrastructure and surface what is technically risky before launch, customer use or due diligence.
For questions like:
- Is this release ready for production?
- Which CVEs are really critical?
- Will the architecture carry the next users?
What counts as infrastructure
Infrastructure is more than the code in the repo. It decides whether the app stays online, whether data survives and whether failures are traceable. These are the building blocks we look at:
Common gaps in AI apps
AI tools produce a working app fast, but they rarely make the operations decisions that real production needs. These are the infrastructure gaps we find most often:
- A backup exists but a restore was never actually tested
- No monitoring and no alerts when things break
- Secrets and API keys sit in the repository or in the frontend
- Manual deployment with no reproducible process
- No separation between staging and production
- Logging is missing or vanishes without any retention
- Database access with overly broad permissions
- Open endpoints with no rate limiting at all
What Veriploy reviews
We look at the infrastructure points that decide production readiness and rank every finding by severity. We review:
- Hosting and deployment: reproducible release, staging and prod separation
- Backups and restore: existence, frequency and a tested recovery
- Monitoring and alerting: availability, error rates, notification paths
- Logging: what is recorded, where it lives, how long it stays
- Secrets management: storage, rotation, separation from the code
- Database and access: roles, permissions, rate limits on endpoints
One audit is not enough: ongoing Infrastructure Watch
A one-off audit describes yesterday's infrastructure. AI-built software moves fast: a new deployment target, an additional service or a moved secret changes the risk picture within days. An audit report that is four weeks old no longer covers that movement.
That is why Veriploy adds ongoing oversight after the first audit. You get the infrastructure reviewed once (Snapshot or Baseline) and then keep it under ongoing technical oversight with Watch, Guard or Launch, instead of archiving the result in your inbox.
That keeps the infrastructure picture current: backups and restore capability are kept in view, new services and changed access are flagged early, and before larger releases you get a human deployment audit with a judgement instead of an automated score.
Snapshot vs. Baseline vs. ongoing plan
You start with a one-off audit and then decide whether ongoing oversight makes sense. Prices are fixed and transparent.
| Snapshot 249 € | Baseline 490 € | Plan from 299 €/mo | |
|---|---|---|---|
| Scope | Automated scan plus a short manual look at the infrastructure | Deep initial baseline: hosting, deployment, backups, secrets, access | Recurring reviews based on the baseline |
| Result | The 5 most important infrastructure risks, 1-page risk dashboard | Risk dashboard, backup and restore check, secrets check, recommendation | Recurring reports with fix prioritisation |
| Backups and monitoring | Point-in-time snapshot | Full baseline as a reference point | Ongoing watch on backups, monitoring and access |
| Support | One-off | One-off, with a recommendation for the right plan | Async sparring and a direct channel by plan |
| Best for | First assessment, small budget | Clean starting point before any plan | Products that keep evolving |
What a finding looks like
Daily backups run, but a restore has never been tested. In an emergency it is unclear whether the data is recoverable. Recommendation: run and document a restore test in an isolated environment.
One-off audit or ongoing oversight?
| One-off audit | Veriploy ongoing | |
|---|---|---|
| Timing | Point-in-time snapshot on a fixed date | Continuous, with every new change |
| Backups and restore | State on the audit day | Ongoing watch with a heads-up on gaps |
| New services | Not covered | Changed infrastructure is flagged early |
| Before a release | Another audit needed | Human judgement included in the plan |
| Assessment | Action plan at the end | Human prioritisation, not just a score |
Frequently asked questions
What exactly does an infrastructure audit review?
We look at hosting, deployment, CI/CD, backups, monitoring, logging, secrets management, database access and rate limits. The goal is to judge whether the infrastructure of your AI-built software can carry operation with real users, and to rank every finding by severity.
Do you also test whether backups actually work?
We check whether backups exist, how often they run and whether a restore was ever tested. A backup without a tested restore is a common and critical finding. We recommend and guide the actual restore test, while implementation runs through your team or through Wevelsiep Advisory.
Do you need access to hosting and the repo?
For the infrastructure, read access is usually enough: read-only on the repository plus a view of deployment, monitoring and backup configuration. We do not need write access, because we do not implement the changes ourselves.
Do you also do the fixes?
Not within the plan. We review, prioritise and explain what needs to change in the infrastructure. Implementation runs separately through Wevelsiep Advisory or WZ-IT, or your own team. That keeps the audit independent from the implementation.
What does it cost?
The entry point is fixed: Snapshot 249 € and Baseline 490 € as one-off audits. Ongoing oversight starts at 299 € per month (Watch), then Guard at 749 € and Launch at 1.490 € per month, with larger setups from Scale at 2.900 € per month. All prices are net plus VAT, plans cancellable monthly.
What is the Infrastructure Watch?
It is the ongoing oversight after the first audit. Instead of a one-off report, we keep backups, monitoring, secrets and access in view continuously, flag risky changes early and reach out before larger releases with a human judgement.
- CVE monitoring for SaaS and AI-built software, with human prioritisation
- Make your AI app production-ready, spot technical risks before real users
- Launch-readiness review for AI-built products, go or no-go before you deploy
- Get your Supabase RLS reviewed before user data leaks through the wrong policies
Get your infrastructure reviewed and keep it monitored afterwards.
Start with Snapshot or Baseline, then ongoing oversight in the plan that fits.