How long does the audit take and what does it cover?

The audit takes 48 hours from the time we receive access to your codebase and documentation. We assess architecture quality, integration stability, scalability risks, security gaps, and maintainability. You receive a written report with a clear fix-or-rebuild recommendation and a prioritized action plan.

What does the audit cost, and is there an obligation to proceed further?

The initial consultation is free. Audit pricing depends on codebase size and complexity, we provide a fixed quote before starting. There is no obligation to engage DBot Software for remediation or rebuild work after the audit. You own the report and can act on it independently.

Can you work with any tech stack, or only MedusaJS projects?

We audit applications built on any stack, including Node.js, React, Next.js, Java, .NET, and AI-generated codebases using frameworks like LangChain or custom LLM integrations. As an official MedusaJS Expert Partner we have deep specialization there, but our engineering capabilities are broad across the full modern web stack.

How do you decide between remediation and rebuild? Isn't there a conflict of interest?

Our recommendation is based solely on technical and business criteria: severity of architectural issues, estimated remediation cost vs. rebuild cost, timeline implications, and risk exposure. We have no financial incentive to recommend one over the other, we earn client trust through honest assessments, which is why 94% of our clients return for subsequent engagements.

What happens after the audit if we want DBot Software to do the work?

We scope the remediation or rebuild into a phased project plan with fixed milestones, transparent pricing, and sprint-based delivery. You retain full IP ownership, all work is covered by NDA, and you get a dedicated project lead with direct communication throughout. Our 100% on-time delivery record applies from the first sprint.

Should You Fix Your AI-Built App or Start Over? We'll Tell You.

Your AI-Generated App Deserves an Honest Engineering Verdict

You shipped fast using AI-assisted development. Now the cracks are showing, performance issues, brittle integrations, logic that worked in demos but breaks under real load. You're caught between two expensive options: pour more time into a foundation that may not hold, or throw it all away and start from scratch. Both feel risky. Both feel costly. Don't let architectural uncertainty delay your roadmap another quarter. DBot Software provides a 48-hour technical audit that gives you a straight answer: remediate or rebuild, backed by data, not guesswork.

Book Your 48-Hour Audit

Internal discussion of DBot team members to find the best AI solution for a client project

/The Challenge/

When AI-Built Code Starts to Cost You More Than It Saved

AI code generators accelerate delivery, but they don't architect for scale. What starts as a productivity win often becomes a maintenance burden: inconsistent data models, tightly coupled services, undocumented logic, and security gaps that only surface under production conditions. Your team spends more time firefighting than shipping features. Integrations with ERP systems, payment gateways, or third-party APIs break unpredictably. And every patch introduces new risk. The same pattern emerged with clients like DD Bricks, where fragmented systems were quietly costing $500K annually before a structured technical overhaul eliminated the waste. The problem isn't that AI wrote the code, it's that no senior engineer reviewed the architecture before it went live.

Client retention

On time delivery

Industries Trusting Our Solutions

NDA Included

Strict adherence to confidentiality

IP Rights Secured

All Intellectual Property belongs to you

/Our Approach/

The Real Cost of Getting This Decision Wrong

Choose remediation on a fundamentally flawed architecture and you'll spend the next 12 months in debt, technical debt that compounds every sprint. Choose a full rebuild when targeted fixes would have sufficed, and you've burned budget, delayed launches, and demoralized your team. Companies that delay this decision don't just lose time, they lose market position. Häfele faced a 60% workload overload tied to system inefficiency before a targeted intervention reduced stock shortages by 30% and cut operational load in half. The companies that move fastest are the ones who stopped guessing and got a clear engineering verdict early. That window of competitive advantage is open right now, the question is whether you'll use it.

/Why DBot/

Why DBot Software Gives You the Straight Answer

We're an official MedusaJS Expert Partner with engineering teams in Frankfurt and Bangkok. We've audited, rescued, and rebuilt applications across 12+ industries, logistics, retail, education, supply chain, and more. When we assess your codebase, we're not trying to sell you a rebuild. We're not trying to sell you a patch job either. We have one objective: determine the fastest, most cost-effective path to a stable, scalable application. German engineering discipline drives our analysis. Bangkok execution efficiency keeps the process fast and affordable. You get a clear recommendation you can act on immediately.

Proven Track Record Across Complex Technical Rescues

With a 94% client retention rate and 100% on-time delivery, our work speaks in outcomes, not promises. We've reduced administrative workload by 60% for RIS Swiss School, achieved 85% freight matching accuracy for Alpega, and delivered $500K in annual savings for DD Bricks. These weren't greenfield projects, they were systems in distress that needed clear-headed engineering decisions and disciplined execution. That's exactly what an AI app audit requires.

End-to-End Ownership From Audit to Resolution

Our audit isn't a report you receive and then figure out alone. We deliver a prioritized remediation roadmap or a scoped rebuild plan, with timelines, cost estimates, and technical rationale. If you choose to move forward with DBot Software, we own the outcome end-to-end. Full IP transfer, NDA protection, and a dedicated team that stays accountable from diagnosis through delivery. No handoffs to junior developers. No disappearing after the invoice.

Built to Scale Beyond the Immediate Fix

Whether we remediate or rebuild, the result is an architecture designed to grow with your business, not just survive the next sprint. We use MedusaJS, Next.js, Node.js, and cloud infrastructure on Azure, AWS, or Google Cloud. Agile sprint cycles, transparent reporting, and modular architecture mean you stay in control and your system stays extensible. Alpega scaled 3x after our intervention. That's the standard we build toward.

/Get Started/

Ready for a Clear Answer in 48 Hours?

Book a free consultation and we'll scope your audit within one business day. In 48 hours, you'll have a technical assessment, a clear fix-or-rebuild recommendation, and a cost estimate, no obligation to proceed further. We offer 24/7 support and a dedicated point of contact throughout. The first step costs you nothing. The delay costs you more every week.

/What’s at Stake/

What If the Audit Recommends Something You Can't Afford to Hear?

We understand the fear: what if the audit confirms your worst suspicion and the rebuild is unavoidable? We've been there with clients before. The answer is always the same, knowing early is cheaper than finding out late. Our 100% on-time delivery record means that if we recommend a rebuild, we scope it realistically and execute it without surprises. If remediation is viable, we identify exactly which components to fix and in what order, so you can phase the work across budget cycles. Risk is minimized through transparency, sprint-based delivery, and a team that has navigated these exact situations across 12+ industries.

Get Your Free Consultation

/Proven Results/

94% of Clients Come Back. Here's Why That Matters to You

A 94% client retention rate isn’t a vanity metric, it’s evidence that our recommendations are sound and our execution follows through. Long-term clients don’t return because we told them what they wanted to hear. They return because the systems we built or rescued continue to perform, scale, and deliver ROI months and years after the initial engagement. When you bring us in for an audit, you’re working with engineers who are accountable for the outcome, not just the deliverable.

Real Transformations From Systems That Were Failing

Our case studies aren't polished success stories from day one. They're accounts of businesses dealing with real technical dysfunction, and what happened after a clear-headed engineering intervention. DD Bricks went from fragmented hybrid commerce to $500K in annual savings. Häfele cut operational workload by 60%. Alpega hit 85% freight matching accuracy and 3x scalability. These outcomes started with an honest assessment of where the system stood and what it needed. Browse our case studies to see what's possible when the right diagnosis leads to the right decision.

Griffwerk

Griffwerk: Redefining Efficiency and Cost Reduction in the Door Industry

Enhance operational efficiency and reduce costs.
Griffwerk partnered with DBot to integrate intelligent automation and software solutions into their processes. This collaboration focused on streamlining workflows through Robotic Process Automation (RPA) and Python-based automation, ensuring greater accuracy, speed, and cost-effectiveness in daily operations.

Read case study

Heicko

Heicko e-ast GmbH: Streamlining CRM and ERP Systems with DBot Solutions

To enhance efficiency and automation, Heicko e-ast GmbH partnered with DBot to optimize their CRM and ERP systems.
By streamlining sales processes and automating key operations, DBot helped Heicko reduce manual workload, improve data accuracy, and enhance sales performance. Through intelligent automation, including RPA and API integrations, Heicko’s operations became more agile and scalable.

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Häfele

Hafele's Digital Transformation: Intelligent Automation in the Furniture and Hardware Industry

DBot partnered with Häfele to drive a large-scale digital transformation through intelligent automation.
The collaboration spanned various projects, from custom software solutions to automation enhancements. One of the key achievements was the overhaul of Häfele's purchase order system using cutting-edge OCR (Optical Character Recognition) and RPA (Robotic Process Automation) technologies.

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RIS Swiss Section Bangkok

RIS Swiss Section Bangkok: 60-Year Legacy in Digital Transformation for Education

60-Year Legacy in Digital Transformation for Education.
RIS Swiss Section Bangkok, a renowned German language school, embarked on a comprehensive digital transformation journey in collaboration with DBot. This marked a significant milestone in the institution's legacy, a commitment to embracing cutting-edge technology and enhancing the educational experience.

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DD Bricks

DD Bricks: Revolutionizing E-Comm with a Customized ERP System

Revolutionizing E-Comm with a Customized ERP System.
DD Bricks, the global leader in e-commerce for pre-owned Lego components, embarked on a transformative journey to enhance its operations and solidify its position in the dynamic Lego marketplace. They partnered with DBot to create a tailored ERP system, a game-changing move in the world of Lego commerce.

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Alpega

Alpega Group: Enhancing Transport Management Software Excellence

Enhancing Transport Management Software Excellence.
Alpega is a leading global logistics software company that offers end-to-end solutions that cover all transport needs, including transport management services (TMS) and freight exchanges. Dive into the challenges faced, innovative solutions implemented, and the transformative results achieved in the logistics software sector.

Read case study

Questions About the Audit Process

Here are the most common questions we receive from teams considering an AI app audit. If your question isn't covered, our team responds within one business day.

How long does the audit take and what does it cover?
The audit takes 48 hours from the time we receive access to your codebase and documentation. We assess architecture quality, integration stability, scalability risks, security gaps, and maintainability. You receive a written report with a clear fix-or-rebuild recommendation and a prioritized action plan.
What does the audit cost, and is there an obligation to proceed further?
The initial consultation is free. Audit pricing depends on codebase size and complexity, we provide a fixed quote before starting. There is no obligation to engage DBot Software for remediation or rebuild work after the audit. You own the report and can act on it independently.
Can you work with any tech stack, or only MedusaJS projects?
We audit applications built on any stack, including Node.js, React, Next.js, Java, .NET, and AI-generated codebases using frameworks like LangChain or custom LLM integrations. As an official MedusaJS Expert Partner we have deep specialization there, but our engineering capabilities are broad across the full modern web stack.
How do you decide between remediation and rebuild? Isn't there a conflict of interest?
Our recommendation is based solely on technical and business criteria: severity of architectural issues, estimated remediation cost vs. rebuild cost, timeline implications, and risk exposure. We have no financial incentive to recommend one over the other, we earn client trust through honest assessments, which is why 94% of our clients return for subsequent engagements.
What happens after the audit if we want DBot Software to do the work?
We scope the remediation or rebuild into a phased project plan with fixed milestones, transparent pricing, and sprint-based delivery. You retain full IP ownership, all work is covered by NDA, and you get a dedicated project lead with direct communication throughout. Our 100% on-time delivery record applies from the first sprint.