AI-Generated Project Audit

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High-Speed AI Development Meets Senior Architectural Oversight

AI tools build fast, but "code that works" rarely scales. With our senior-level architectural audit, you’ll uncover hidden risks and transform your fragile AI prototype into a resilient, scalable, and production-ready technical asset.

The Hidden Risks of
AI-Generated Development

AI models prioritize "making it work now" over "building it right." Uncover hidden flaws and transform your prototype into a reliable foundation.

  • Fix patchwork logic and architectural inconsistencies
  • Prevent performance debt and scalability walls
  • Pass technical Due Diligence with a verified asset
Get Your Technical Health Score
How We Work 01 R

What We Check (The Scope)

Architectural Coherence & Logic

We verify if the app follows established design patterns (like SOLID or DDD) or if it’s a disjointed "patchwork." We check if your code follows a consistent convention that allows for seamless future development.

Security & Compliance

A deep dive beyond automated scans. We look for OWASP risks, hardcoded credentials, and data privacy gaps that could compromise your users or fail a professional security audit.

Maintainability & Handover Readiness

We assess if the code is truly "human-readable." Our goal is to ensure that any senior developer can take over the project without a 3-month onboarding period or a total refactor.

IP & Dependency Integrity

AI often uses libraries with conflicting licenses. We audit your third-party dependencies to ensure your Intellectual Property is legally sound and free from deprecated or malicious packages.

Resource & Performance Efficiency

We identify "heavy" AI-generated routines and inefficient queries that don't just slow down UX, but also drive up your monthly cloud infrastructure bills (AWS/Azure/GCP).

AI Prototype vs. Production-Ready Code

See the difference between an unverified AI generation and a SoftKraft audited, production-ready codebase.

AI-Generated Prototype

  • Hidden Vulnerabilities Prone to compliance gaps, unpredictable bugs, and security risks.
  • Fragile Architecture Patchwork logic that creates performance bottlenecks and slows down your team.
  • Technical Liability Exponentially increasing maintenance costs and lower valuation during Due Diligence.

Production-Ready Code

  • Enterprise-Grade Security Compliance-ready and hardened against OWASP risks with senior oversight.
  • Scalable Foundation Standardized, fully documented, and stress-tested for high-traffic growth.
  • Verified Technical Asset A stable, investor-ready codebase that breezes through technical audits.

Audit Deliverables - What You Get

The Executive Summary (ROI Focus)

A high-level overview for founders and investors. We translate technical risks into business impact, giving you a clear "Go/No-Go" assessment for your launch or funding round.

The Technical Deep-Dive

A granular analysis of your codebase, architecture, and security. No fluff - just actionable insights for your engineering team.

Prioritized Remediation Roadmap

Not just a list of bugs. We categorize issues by severity (Critical, Major, Minor) so you know exactly what to fix first to protect your scalability and security.

Senior-Led Video Walkthrough

A recorded session where our Lead Architect walks you through the findings, explaining the "why" behind every recommendation.

The "Investor-Ready" Certificate

A formal validation of your audit process that you can present during technical Due Diligence to build trust with VCs.

Who Benefits from a Professional AI-Generated Project Audit?

Our audit is designed for founders and engineering leaders who have used AI to accelerate development but now need to ensure their technical foundation is resilient and scalable.

  • Non-Technical Founders: Get an expert "Sanity Check" before launch.
  • Technical Leaders & CTOs: Validate architectural decisions and security.
  • Investor-Backed Startups: Prove to VCs your code is a scalable asset.
  • Scaling Engineering Teams: Fix "Velocity Drops" and performance issues.
Book a Free Consultation
How We Work 06 L

Human Discernment in an AI-Driven World

Automated tools find patterns; our Senior Architects find solutions. We apply decades of delivery experience to ensure your product isn’t just "functional," but enterprise-grade.

Automation

Senior-Led Verification

Your audit isn’t delegated to juniors or automated plugins. It’s conducted by Senior Architects who recognize the subtle architectural "smells" and logic gaps that even the most advanced AI models miss.

Planning

The "Software Rescue" DNA

We specialize in technical debt recovery. Having spent years rescuing "unmaintainable" legacy projects, we know exactly where AI-generated code will break long before the first crash happens.

Mvp Planning

System-Wide Governance

We don’t just audit lines of code; we audit your entire technical ecosystem. From database normalization and API security to cloud cost-optimization (AWS/Azure).

Launch

Strategic Decision Support

We speak the language of ROI. Our reports don’t just list bugs; they provide a clear, business-focused roadmap that translates technical debt into actionable investment decisions.

Who Will Prepare
My Audit?

Reach out to our expert code audit consultants today and elevate the quality of your software! Book a FREE Consultation

Błażej Kosmowski

Błażej Kosmowski

CTO
Piotr Majer

Piotr Majer

Engineering Manager
Bartosz Kaczmarczyk

Bartosz Kaczmarczyk

DevOps Engineer
Kamil Byrski

Kamil Byrski

QA Leader
Alex Tsalko

Alex Tsalko

Senior UI Designer

We have an unwavering commitment to security and quality assurance

By implementing ISO 27001 and other certifications, we ensure that our software development services are secure, reliable, and compliant with the highest industry standards.

TUV ISO 27001 Certificate
TUV ISO 22301 Certificate
ISTQB Certificate
AWS SysOps Certificate
AWS Solutions Certificate

Our Commitments to You

  • Comprehensive Security

    You can trust that your data is safe and secure with our ISO 27001 certification and best practices in security and data protection.

  • High-Quality Assurance

    You get piece-of-mind with our QA processes that adhere to the highest standards for delivering enterprise-grade software products.

  • Expertise and Flexibility

    You can count on us to quickly adjust to changes in your project needs and provide engineering talent with the required skills.

Client Value & Trust

We partner with entrepreneurs, business and technology leaders to bring their innovative software-driven products, processes, and business ventures to life.

4.9/5.0
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What Our Clients Say

Zen Mate
Twelve Springs
Edgy Labs
Neutopia
4 Experience
Mee
Europe Gate
Net Pixel
Cf Engine
Element K

Frequently Asked Questions (FAQ)

How long does a full AI-generated project audit take?

Typically, we deliver the complete report and roadmap within 3-5 business days. The exact timeline depends on the size of your repository and the complexity of the application’s architecture.

Is my intellectual property (IP) and source code safe with SoftKraft?

Absolutely. We sign a strict Non-Disclosure Agreement (NDA) before any code is shared. We only require read-only access to your repository, and our audit process is fully compliant with industry security standards.

I’m not a technical person. Will I understand the report?

Absolutely. Every audit includes an Executive Summary written in plain English. We translate technical risks into business consequences, ensuring you have total clarity on your product’s health, regardless of your technical background.

What happens if the audit reveals the code is "unfixable"?

It is rarely the case that nothing can be saved. However, if the technical debt is so high that fixing it would cost more than a rebuild, we will be brutally honest. Our report includes a Cost-Benefit Analysis (Refactor vs. Rebuild) so you can make a decision based on data, not hope.

Will this audit help us pass a Technical Due Diligence?

Yes. That is one of our primary goals. We provide an objective, third-party validation of your codebase, which is exactly what VCs and investors look for during a funding round to mitigate their technical risk.

What specific technologies and languages do you audit?

We audit all major modern stacks, including JavaScript/TypeScript (React, Node.js, Next.js), Python (Django, FastAPI), and cloud infrastructures like AWS. If your AI tool used it, our senior engineers can review it.

How is a "human" audit better than an automated scan?

We use advanced automated scanners for speed and broad coverage — they are great at finding known patterns and vulnerabilities. However, they lack business context. A scan cannot judge if your architecture supports your long-term goals, if your logic handles industry-specific edge cases, or if the code is actually "maintainable" for a human team. We combine high-speed automation with deep manual review to provide the strategic judgment and architectural foresight that algorithms simply cannot evaluate.

Do you also audit the AI prompts or just the generated code?

We focus on the resulting application, its architecture, and the code integrity. However, if your app relies on complex prompt chains, we review their security (to prevent prompt injection) and their reliability in the overall business logic.

Contact Us - Set the Right Direction for Your Software Project

Don’t let hidden technical debt stall your growth. Get an expert, human perspective on your AI-generated project today.

Błażej Kosmowski

Błażej Kosmowski

CTO
  • Discuss your specific AI stack and challenges
  • Leverage our Senior Architects' insights
  • Get a customized remediation and audit plan

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