Application Assessment
Know What You Have. Know What to Fix. Know What to Do Next.
Before you rebuild, modernize, add AI, prepare for HIPAA, change development teams, or invest further in an application, you need to understand what you already have.
Technology Rivers’ Application Assessment provides an independent review of your application across code quality, architecture, security, infrastructure, testing, integrations, and user experience.
We combine automated analysis, our AI-powered Code Audit technology, industry-standard tools, expert engineering review, and manual product and UX review to give you a practical picture of your application’s health and what to do next.
When Does an Application Assessment Make Sense?
An independent assessment can help when:
- You inherited an application or codebase.
- You’re considering changing development teams or vendors.
- Development is becoming slower or harder.
- You’re planning a major investment or modernization.
- You’re concerned about code quality, architecture, security, or technical debt.
- You’re preparing an application for healthcare or PHI.
- You’ve built something quickly using AI, vibe coding, no-code, or low-code.
- You’re adding AI or RAG to an existing application.
- You want an independent second opinion before deciding what to do next.
The goal isn’t to find problems for the sake of finding problems.
It’s to understand what’s working, what’s risky, what needs attention, and what should be left alone.
10+
Years Building
Digital Products
30+
HIPAA-Compliant
Builds
60+
Healthcare
Projects
12+
AI/ML
Projects
50+
Verified
Reviews
What We Assess
Every application is different. We tailor the assessment based on your technology, objectives, and concerns.
Specialized Assessment Areas
Some applications require deeper assessment based on how they were built, the data they handle, or the technologies they use.
These specialized assessments can be included as part of the broader Application Assessment when applicable.
Vibe-Coded
Application Assessment
Built your application quickly using AI-assisted development, vibe coding, no-code, or low-code tools?
We assess whether the application is ready to move beyond the prototype or early-stage environment, with particular attention to code quality, architecture, security, maintainability, dependencies, infrastructure, and production readiness.
The goal is to determine what can stay, what needs improvement, and what needs to change before you continue scaling the application.
AI & RAG
Assessment
For applications using LLMs, AI assistants, RAG, agents, or AI-powered workflows, we evaluate the AI architecture and how it interacts with your data and application.
Areas may include retrieval and grounding, permissions, data access, sensitive information, guardrails, model and service integrations, reliability, and AI workflows.
The goal is not simply to determine whether the AI works, but whether it is reliable, secure, maintainable, and appropriate for production use.
HIPAA & PHI
Assessment
For healthcare applications that store, process, or transmit PHI, we perform a deeper technical assessment of the areas relevant to HIPAA.
This may include PHI handling, authentication and authorization, data access, auditability, logging, encryption, infrastructure, integrations, data boundaries, and other technical safeguards.
Our Code Audit can identify certain HIPAA/PHI-related concerns visible in the source code. The specialized assessment goes further by reviewing the broader application architecture, infrastructure, data flows, and implementation.
More Than a Code Audit
Code quality is an important part of application health, but it isn’t the whole picture.
Our Application Assessment combines four approaches:
Industry-standard tools help identify measurable code, dependency, security, and technical issues.
Our proprietary technology evaluates your code against defined engineering standards and rules.
Experienced engineers provide the context and technical judgment needed to evaluate architecture, security, infrastructure, integrations, technical debt, and implementation decisions.
Our team evaluates the application from the user’s perspective, including workflows, usability, consistency, and product experience.
Automated tools find patterns. Experienced people provide context.
Together, they provide a much broader understanding of application health than any single automated tool.
Inside Our AI-Powered Code Audit
Our proprietary Code Audit platform analyzes your source code using defined rules, automated analysis, cross-file analysis, and AI-assisted review.
Multiple Dimensions of Code Health
Built Around Defined Rules
The platform can evaluate code against:
This allows us to go beyond generic code scanning and evaluate your code against standards relevant to your application and organization.
Code Audit Can See More Than Code Quality
Because the platform analyzes implementation patterns across the codebase, it can also identify certain security, architecture, authentication, authorization, database, sensitive-data, and HIPAA/PHI-related concerns.
However, source code can only tell part of the story.
A Code Audit does not by itself determine whether an application is HIPAA compliant. That’s why the broader Application Assessment adds architecture, infrastructure, security, integrations, UI/UX, and specialized expert review where needed.
How It Works
Understand
We start with your application, codebase, architecture, environment, objectives, and specific concerns.
Assess
We combine automated tools, our AI-powered Code Audit technology, expert engineering analysis, and manual product and UX review.
Prioritize
We identify the most important findings and provide a practical roadmap for what should happen next.
What You Receive
You don’t need another technical report that sits on a shelf.
The goal is to give you clear findings that help you make better decisions.
A clear overview of the application’s current condition, strengths, risks, and major areas requiring attention.
Findings across the areas included in your assessment, such as code, architecture, security, infrastructure, integrations, testing, UI/UX, AI, or HIPAA.
Issues are prioritized so you know what deserves immediate attention, what should be planned for, and what can wait.
For significant findings, we help determine whether you should:
From Assessment to Action
The assessment is designed to give you a practical roadmap, not lock you into a particular implementation approach.
Once you understand what needs attention, you decide how to move forward.
Your Team Can Implement the Recommendations
Your internal development team or existing technology partner can use the findings and prioritized roadmap to improve and fix the identified issues.
Technology Rivers Can Help Implement Them
If you need additional expertise or capacity, Technology Rivers can help implement the recommendations, including code remediation, architecture improvements, security, infrastructure, UI/UX, integrations, AI, HIPAA, or broader application modernization.
Continue Monitoring Quality
An assessment provides a baseline, but your application and codebase continue to change.
Our Code Audit platform can help monitor code quality against established engineering, security, and client-specific standards as your team continues development.
This allows you to track whether quality is improving, verify that issues are being addressed, and identify new concerns as the application evolves.
Ongoing Code Quality Monitoring
After the initial assessment, Technology Rivers’ Code Audit platform can provide ongoing visibility into areas such as:
- Code quality trends
- New issues and regressions
- Security concerns
- Technical debt
- Rule violations
- Internal engineering standards
- AI-generated code quality
- Client-specific development rules
This can give your technology leadership and development teams a more consistent way to measure, improve, and maintain code quality over time.
We Work With the Tools You're Already Using
Your application may have been built with:
or another AI-assisted development platform.
The specific tool matters, but the application it produced matters more.
We evaluate the actual code, architecture, infrastructure, security, integrations, and data flows rather than assuming an application is production-ready, or isn’t, simply because of the tool used to create it.
Need Deeper Performance Testing?
Our standard Application Assessment can identify performance and scalability concerns visible through the application’s code, architecture, database design, and implementation approach.
It does not include runtime performance, load, or stress testing.
When needed, deeper performance and load testing can be scoped separately.
Assessment First. Implementation Is Your Choice.
Our job during the assessment is to tell you what we find, what matters, and what we recommend.
Sometimes that means fixing significant issues. Sometimes it means improving specific areas. Sometimes a component should be replaced.
And sometimes your existing application is fundamentally sound and should simply continue to be maintained and monitored.
The assessment gives you the information to make that decision.
You can implement the recommendations with your own team, your existing development partner, or Technology Rivers.
Have a Specific Custom Need?
Your concern may not fit neatly into one category.
Maybe it’s your code. Your architecture. Security. HIPAA. AI. A vendor transition. An aging system. Or simply uncertainty about whether your current application is built well.
Tell us what you’re concerned about, and we’ll determine the right assessment approach.
