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Practical guidance for the software your business depends on.
8 Signs Your AI-Built App Needs a Closer Look
A 5-minute self-check for anyone who shipped fast with AI and now needs to know what’s underneath.
Read the guide →Eight signs your AI-built app needs a closer look.
A short, plain-English guide for anyone who shipped software with AI. Each sign comes with the question to ask, why it matters, the practical next step, and the evidence to look for, plus a printable checklist you can hand to your developer.
- The eight areas, in the order most teams should verify them
- One page per sign: question, concern, next step, evidence
- A printable checklist to review with your team
- How the free five-minute check scores your answers
Know what to fix first.
You may already have a system worth building on. The next step is finding out where it needs attention, with evidence. In a 30-day Architecture Discovery, George reads the code, tests the highest-priority gaps, and hands you a prioritized plan before any implementation begins.
- Map the system. What was built, how it fits together, and what it depends on.
- Examine the gaps. Hands-on review of security, reliability, and scalability where it matters most.
- Define the plan. What to fix first, what can wait, and what does not need a rebuild.
- Discovery$3K
30 days. Map the system, examine the highest-priority gaps, and hand you a written, prioritized plan.
- Plan and advisory$6K
An action plan with a timeline, and George as your advisor while your team or your AI tools do the work.
- Hands-on rebuild$15K
Full architecture and a hands-on rebuild of what needs it, alongside your team, then a handoff someone else can maintain.
You provide read-only access to the code and hosting, and one kickoff call. George does the rest.
Book a free 30-minute callStart with a free 30-minute call. You describe the system, George asks about your highest-priority gap, and you both decide whether a discovery fits. No slide deck, no pressure.You leave with a written, prioritized plan you can hand to any developer.
- No “throw it away and start over.”
- No full-time CTO hire.
- No 12-month timeline.