Software got easier to build. It did not get easier to own.
Technical Debt Advisors provides independent technical debt audits and software risk assessments for SMBs, startups, investors, and organizations adopting AI-assisted software development. We help executives understand the risk inside software built by employees, AI-assisted teams, vendors, and legacy systems before that risk becomes expensive, disruptive, or difficult to unwind.
While your employees are building software, AI is building a new kind of Technical Debt
And it isn’t until your people are well into a project that they, or you, realize how much technical debt has been created.
Claude, ChatGPT, Cursor, Replit, Lovable... are your employees vibe-coding your business?
The code is only part of the story.
Choose the problem that sounds most familiar. We translate the technical issue into the business question an executive actually needs to answer.
The software works. Nobody quite owns it.
A useful tool can become business-critical long before anyone assigns formal responsibility for maintaining it, documenting it, securing it, or deciding what happens next.
How exposed is the software your business depends on?
Five executive-level questions. No code review required. This is a fast screen, not a technical audit.
Could someone besides the usual person explain how your most important internal software works?
What does technical debt mean for you?
The underlying software problem may be identical. The business decision changes depending on whether you operate the company, build the company, or invest in it.
You do not need to become a software company to inherit software-company risk.
Internal tools, vendor systems, automations, AI-built apps, and legacy software can quietly become infrastructure. The executive problem is knowing what the business depends on before a routine change becomes an emergency.
- Know which systems are genuinely business-critical
- Reduce key-person and vendor dependency
- Separate urgent risk from harmless mess
- Get a roadmap without defaulting to a rewrite
Usually, right after “this is becoming important.”
Choose the situation that sounds most familiar. These are the moments when a focused independent review can replace guesswork with a useful decision.
The prototype has crossed the line into infrastructure.
Once customers, revenue, operations, or important data depend on a prototype, the question changes from whether it works to whether the business can safely own it.
Clear scope. Clear timeline. A useful answer.
Engagements start at $10,000. Most companies begin with a focused two-week audit, then decide whether anything warrants deeper planning or ongoing support.
Technical Debt Audit
A focused independent review of the software your business depends on. We surface technical and organizational risk across architecture, security, dependencies, maintainability, ownership, and continuity.
- Week 1: architecture, dependencies, security, maintainability, and AI-generated code review
- Week 2: risk analysis, prioritization, and executive findings
- Ownership, continuity, and key-person exposure
- Clear priorities in business language
Audit + Roadmap
The two-week audit followed by four weeks of roadmap development. We turn the findings into a practical remediation sequence your team can use for budgeting, staffing, vendor, and technical decisions.
- Weeks 1-2: full Technical Debt Audit
- Weeks 3-6: remediation roadmap and sequencing
- Effort, cost, staffing, and vendor considerations
- Executive priorities and implementation decisions
Ongoing Advisory
Ongoing senior technical judgment for software risk, AI-assisted development, vendors, architecture, and remediation. We stay close enough to help with consequential decisions without adding another executive-level engineering hire.
- Architecture and remediation decisions
- AI coding, review, and governance decisions
- Vendor, dependency, and security reviews
- Periodic risk checks and executive guidance
Larger or unusually complex systems may require a broader scope. We define that scope before work begins, so the timeline and price are clear up front.
Technical debt lives in the code. Its causes often live in the business.
A rushed deadline, an unclear owner, or a prototype nobody formally approved. A team rewarded for shipping faster than it can maintain, or a vendor relationship nobody wants to question. They can all become technical debt. The code is where the consequences eventually show up. The causes are often organizational.
What are we depending on, and should I be worried?
If you have important software and are not sure who owns it, how maintainable it is, what it depends on, or what would happen if something changed, that is enough to start.