AI-First Architecture Audit
A short, sharp look at how your system is built: where the design will not scale, where the security holes are, and how the pieces connect. AI does the first pass across the codebase and config, a senior engineer verifies every finding, and you get a report ranked by what to fix first.
Long audits cost weeks and still miss the point
A traditional architecture review runs for weeks, most of it spent reading code and drawing diagrams by hand, and the output is often a document nobody acts on. The useful version is faster and blunter: point AI-assisted analysis at the whole codebase and infrastructure to surface candidates, then have an experienced engineer confirm what is real, rule out what is not, and rank the rest by risk and effort.
What the audit covers
- A system design review: how components are structured, where coupling will hurt, and what will break under load
- Security gap identification across authentication, data handling, secrets, and exposed surfaces
- A scalability assessment against your expected growth, naming the first bottlenecks
- A dependency and integration map showing every external system and where the fragile links are
- A prioritized findings report, each item rated by risk, effort, and whether it blocks other work
- A read-out call to walk through the findings and answer questions
How the audit runs
- 1
Access and discovery
Same dayYou grant read access to the codebase, infrastructure config, and any architecture notes. We confirm scope and the questions you most want answered.
- 2
AI-assisted analysis
1 dayAutomated analysis runs across the code and config to surface design smells, security gaps, and scaling risks as candidates.
- 3
Manual verification
1 dayA senior engineer works through every candidate, discards false positives, and adds anything the tools missed.
- 4
Prioritize
Same dayConfirmed findings are ranked by risk, effort, and dependency, so the report reads as a to-do list, not a data dump.
- 5
Report and read-out
Same dayYou get the written report and a call to talk through it, with urgent items flagged separately for immediate action.
How we deliver
- 1
Discovery & Scoping
1-3 daysWe start by understanding the actual problem and your existing systems, not just the brief.
- 2
Architecture & Plan
2-4 daysWe map the technical approach and integration points before any code gets written.
- 3
Build
1-8 weeks, scoped to your projectAI-augmented development that moves fast without skipping review.
- 4
Test & Launch
2-3 daysReal testing against real scenarios before it touches a live user.
- 5
Tune & Support
OngoingWe monitor and refine in the weeks after launch. This isn't a handoff and disappear.
What you get out of it
- A clear, ranked list of what to fix and in what order
- Security gaps identified before they are found the hard way
- A realistic view of where growth will first strain the system
- A shared map of how everything connects, useful long after the audit
Questions we get about this
The audit is a fixed-price, one-time engagement that ends with the report and read-out. Implementation is scoped separately once you know which findings you want addressed, and you are free to take the report to your own team instead.
Ready to scope ai-first architecture audit?
Send us the details of your setup: the tools, the volume, the workflow. We'll come back with an honest assessment and a fixed quote.