Find out what your AI
actually wrote before a user or an attacker does.
Applications built with AI usually work on the surface. It
hides code, security, architecture, and performance issues underneath. Dev Technosys
offers AI code audit services that uncover these risks before they become costly
production issues. Our AI code review services give you a clear view of what needs fixing
and what is ready to scale.
An AI-built app audit is a structured technical review
of an application. AI coding tools, AI app builders, or AI/ML technologies are used in
its development. AI application audit services inspect the code, architecture, AI
workflows, data, integrations, security, performance, and scalability. Its main purpose
is to find out the problems before they become costly problems.
Suitable for platforms created using AI code generators,
copilots, or AI-assisted development
Incorporates source code, AI models, APIs, databases, NLP, ML,
and RAG workflows
Presents highly focused findings, risks, and an actionable
corrective strategy
Why Do Businesses Need AI-Built App Audits?
Based on an
AI consulting services company's
experience, applications that are created by AI can be launched quickly. However, after app
deployment, hidden costs, security, and AI-quality issues can be costly. With an AI
application code audit, businesses can find these gaps easily and fix them.
Find Hidden Code Risks
Identify insecure code from AI generation, out-of-date
dependencies, access control weaknesses, duplicate logic, and technical debt before they
impact your application.
Validate AI Application Performance
Validate model accuracy, quality of responses,
hallucinations, API performance, data pipelines, and AI workflow through measurable
technical benchmarks.
Control AI Development Costs
Look for wasteful API calls, inefficiencies in model
utilization, wasted infrastructure, and architecture problems that could drive up your
application’s operational costs.
Our AI-Built App Audit Services
Tailored app audits that find code, AI,
security, data, and performance bugs – or combine them all to perform full application
assessments.
AI Code Security Audit
Analysis of vulnerabilities, access control
holes, secrets exposure, unsafe inputs, and dependency risks in the AI-generated
code.
SECURITY
AI Architecture Audit
Assess application structure, code
organization, AI workflows, databases, APIs, and scalability for long-term
maintainability.
ARCHITECTURE
AI Model Performance Audit
Test the performance of your model on
accuracy, hallucinations, latency, consistency, drift, and output quality.
AI QUALITY
Data & Pipeline Audit
Review data quality, preprocessing, labeling,
embeddings, retrieval, validation, and AI data pipelines for reliability.
DATA
AI Integration Audit
Examine connections with LLMs, APIs,
databases, cloud platforms, third-party tools, and internal systems.
INTEGRATION
API & Infrastructure Audit
Check the security, rate limiting,
deployment, infrastructure, error handling, monitoring, and performance of growing
loads on your API.
INFRASTRUCTURE
AI Cost Optimization Audit
Identify unnecessary model calls, token waste,
inefficient prompts, infrastructure overhead, and other avoidable AI expenses.
COST
FULL AI APPLICATION ASSESSMENT
Not Sure Which Audit Your App
Needs?
Tell us how your AI-built application was
developed and what concerns you have. We’ll identify the audit areas that deserve
attention first.
Our AI code audit services focus on the
dimensions that will decide success. It doesn’t matter if your AI-based application is
secure, reliable, scalable, and ready to be used by real-world users.
DIMENSION · CODE QUALITY
AI-Generated Code Quality
Structure of code, code duplication,
maintainability, error handling, tests, dependencies, and technical debt that is
introduced via AI-driven coding.
DIMENSION · SECURITY
AI Application Security
Authentication, authorization, leaked
credentials, API security, data access, prompt injection, insecure outputs, and
other security issues of AI applications.
DIMENSION · AI PERFORMANCE
Model Performance & Reliability
Accuracy of the model, hallucinations,
response consistency, latency, behavior on edge cases, evaluation of models, and
performance on real-world data.
DIMENSION · DATA
Data Quality & AI Pipeline
Data validation, preprocessing, labeling,
embeddings, retrieval, data leakage, synchronization, and pipeline performance
affecting AI outputs.
DIMENSION · ARCHITECTURE
Application Architecture
Code organization, APIs, databases,
orchestration of AI, third-party services, scalability, fault-tolerance, and
maintainability of the codebase.
DIMENSION · COST & SCALE
Performance & AI Cost-efficiency
API calls, token usage, choice of the model,
caching, utilization of infrastructure, response time, and cost-efficiency as the
application usage increases.
Our Non-Disruptive AI App Audit Process
The five-stage non-disruptive process that helps to audit AI apps for code quality, security,
performance, scalability, and AI reliability. According to reliable
AI development companies,
production changes are not introduced without your permission.
Discovery of AI App
Learn about your application, AI-generated
parts, business logic, technology stack, integrations, and development process.
Code and Architecture Audit
Check the code generated by the AI,
architecture, APIs, dependencies, database schema, and other development-related
technical aspects.
AI Functionality and Data Audit
Evaluate the AI model, prompt engineering,
workflow, training data, outputs, data management, and AI-generated code
reliability.
Security and Risk Audit
Find out any vulnerabilities and risks, such as
insecure code generated by the AI, data exposure, compliance gaps, dependency
issues, etc.
Audit Report and Recommendations
Provide you with an audit report with all
findings, risk levels, recommendations, and an action plan to improve your AI app.
Use Cases of AI App Audit
We get involved at all stages, be it validating a
new AI application before launch or fixing issues with a stalled product in production.
Auditing applications developed using AI
code generators
Due Diligence before an acquisition or
investment
Savings on LLM / Inference costs
Fixing accuracy drift in production
models
Security assessment before deploying to
enterprise
Migration of vendor (for example, moving
from one LLM provider to another)
Preparation to scale by 10×
AI App Audits Built Around Your Industry
We adapt the audit to your data sensitivity, AI
use case, integrations, security requirements, and operational risks according to industry
needs.
Healthcare & MedTech
Fintech & Banking
Retail & eCommerce
Logistics & Transportation
EdTech
Real Estate & PropTech
SaaS & Enterprise Software
Media & Content Platforms
Healthcare & MedTech
Fintech & Banking
Retail & eCommerce
Logistics & Transportation
EdTech
Real Estate & PropTech
SaaS & Enterprise Software
Media & Content Platforms
Which AI Components and Code Do We
Audit?
Being a trusted
AI development company,
we audit AI-built applications across the models, code, data, integrations, and infrastructure that
power them.
Audit scope
AI MODELS
OpenAI
Anthropic
Google Gemini
Mistral
Llama
Azure OpenAI
AWS Bedrock
AI FRAMEWORKS
LangChain
LlamaIndex
LangGraph
Hugging Face
PyTorch
TensorFlow
Transformers
CODE & DATA
Python
JavaScript
TypeScript
REST APIs
Databases
Vector Databases
RAG Pipelines
INFRA & DEPLOYMENT
AWS
Azure
Google Cloud
Docker
Kubernetes
CI/CD
Serverless Architecture
AI Code, Architecture Security,
Compliance, and Risk Assessment
Hire AI developers
to build an AI app security audit that identifies code quality issues, security gaps, weak architecture decisions, and
compliance risks. We significantly audit AI-built apps throughout its codebase,
architecture, security controls, data handling, and compliance readiness.
Authentication, authorization & AI endpoint
security
Assessed
API keys, secrets & credential exposure
Flagged
GDPR & HIPAA readiness
Assessed
Third-party AI model & API dependencies
Reviewed
Key Outcomes of AI
Software Audit Services
Fewer Hidden Code Risks
AI software code audit helps identify
AI-generated code errors, insecure patterns, duplicated logic, and technical
weaknesses. These difficulties are detected before expensive production problems are
created.
Stronger AI Security
Before attackers reach them, AI software code
audit detects prompt injection, data leakage, exposed secrets, weak access controls,
and other AI-specific security gaps.
Better Application Performance
AI-generated code audit finds inefficient
queries, unnecessary model calls, memory issues, and architectural bottlenecks.
These can slow down the application as usage increases.
Lower Technical Debt
AI app architecture audit replaces sensitive
AI-generated code with cleaner and more maintainable services. This will make
developments in future easier and reduce repeated fixes.
Clear Compliance Readiness
AI-generated application audit genuinely
understands where your application stands against relevant privacy, security, and
regulatory requirements. It also documents the gaps very clearly.
Prioritized Remediation Roadmap
With an AI-built application audit, businesses
get a practical action plan showing what to fix first. It also shows why it matters
and where your development team should focus next.
Why Choose Dev Technosys for AI-Built App
Audits?
Our main motive is to build production software, so our
audits focus on real code, real risks, and fixes your team can act on.
AI/ML + Security Engineers
Experts who understand AI-generated
code and application risks.
Code-First Audits
Reviewing code, architecture, APIs,
AI integrations, and security.
Vendor-Neutral Findings
Recommendations based on your app—not
a specific AI vendor.
Prioritized Fixes
Clear findings ranked by technical and
business impact.
93%Project success rate200+In-house professionals16+Years in software deliveryCMMI 3Appraised · ISO 9001:2015 certified
Frequently Asked Questions
Still have questions? Our AI audit team can answer them on
a short call.
AI application code review services can uncover serious issues
before they become expensive redevelopments, no matter whether the app:
Built quickly with AI coding tools
Inherited from another team
Is approaching launch
It is particularly useful when the team lacks visibility into code
quality, architecture, security, or AI integrations.
Yes, we can discover problems in AI-generated code by reviewing
code for:
Insecure patterns
Duplicated logic
Incorrect implementations
Weak error handling
Dependency risks
Maintainability issues
Auditing can be helpful in separating code that works today. It
also helps find code that is safe, reliable, and suitable for continued
development.
You receive documented findings with their technical impact,
priority, and recommended next steps. Your team can use the report internally or
work with us on remediation. This gives you a practical path from identifying
problems to improving the application's stability and security.
Yes, an AI software security audit can help businesses identify
technical weaknesses. These issues include:
Architecture bottlenecks
Unreliable AI integrations
Security gaps
Performance issues
Dependency risks
However, an AI application security assessment cannot predict every
future failure, but it can reduce known technical risks before launch.
Yes, we can audit your app built by another development team. This
is because auditing doesn’t require the original development team. We simply go
through the existing codebase, architecture, integrations, security controls, and
technical documentation. All these can give you an objective assessment of the
application's current condition.
Video Testimonials
Discover how our clients have achieved success, watch their authentic video testimonials and see the results for yourself
“Dev Technosys delivered a secure, user-friendly medical app for us. Their technical expertise, clear communication, and commitment to healthcare compliance truly exceeded our expectations.”
Brad Ryba
CEO
“Dev Technosys transformed our business idea into a powerful mobile app. Their strategic approach, reliability, and on-time delivery helped us scale smoothly and confidently.”
Lisa Dott
Managing Director
“Working with Dev Technosys felt like a true partnership. Their care, dedication, and understanding of our healthcare goals made the entire journey smooth and rewarding.”
Brenda
CEO, Papaya
“Dev Technosys brought our carpet information project to life with clarity and precision. Their professionalism, responsiveness, and commitment to quality made the collaboration truly valuable.”
Abdul Wahad Rasul
Director - Satar Carpet GmbH
“Dev Technosys played a key role in shaping our project into a viable business. Their problem-solving mindset, technical strength, and consistent support delivered real results.”
Arif Alakbarov
Founder at Best.AZ
“Dev Technosys handled our healthcare project with care and precision. Their thoughtful approach, strong collaboration, and attention to detail gave us confidence at every stage.”
Mbuih Zukane
CEO - InspireWebApp
Testimonial
1000+
Countless Transformative Experiences with Dev
Technosys
206 Reviews on Clutch
Meditation App
"Building a meditation app that truly soothes the mind was our
dream, and this team made it a reality. From immersive audio features to
personalized mindfulness journeys, everything is top-notch. Our users love the
experience, and retention rates have never been better!"
Emma Lewis
UK
Fintech App
"Security and speed are critical in fintech, and our app
excels in
both. The team built an intuitive, high-performance platform with advanced
encryption and instant transactions. We've gained the trust of thousands of
users,
and our growth in the financial sector has been remarkable!"
Luca Moretti
Europe
NFT Marketplace Platform
"Our NFT marketplace is now a game-changer in the digital
asset
world. The team delivered a highly secure, scalable, and visually stunning
platform.
The smart contract integration is seamless, and user engagement is at an
all-time
high. Couldn't have asked for a better partner!"
Aisha Al-Farsi
UAE
Generative AI
"AI innovation requires precision, and this team nailed it.
Our
generative AI app produces stunning, realistic results with lightning-fast
processing. The algorithm customization exceeded our expectations, and we've
seen a
massive increase in user adoption. Truly a cutting-edge development team!"
Dev Technosys Gets Featured By Leading Global Media
Our innovation and technology expertise have earned a feature in respected media platforms and industry publications across the world.
Mobile Development Services Excellence
Featured by EIN Presswire for delivering innovative software development
services that help startups and enterprises accelerate digital transformation with
confidence.
Highlighted by Barchart for building scalable digital products that combine
modern technologies, exceptional performance, and measurable business value.
United States (USA), United Kingdom (UK), Singapore, Germany, Canada, Australia,
Ireland ,New Zealand , Netherlands, Norway, United Arab Emirates (UAE) , Saudi Arabia ,
Qatar, Finland, Mexico, Switzerland, Spain, France, etc
4.8 / 5.0
by 800+ customers for 1000+ Web and Mobile App Development Projects.
Meditation App
"Building a meditation app that truly soothes the mind
was our dream, and this team made it a reality. From immersive audio
features to personalized mindfulness journeys, everything is top-notch.
Our users love the experience, and retention rates have never been
better!"
Emma Lewis
UK
Fintech App
"Security and speed are critical in fintech, and our
app excels in both. The team built an intuitive, high-performance
platform with advanced encryption and instant transactions. We've gained
the trust of thousands of users, and our growth in the financial sector
has been remarkable!"
Luca Moretti
Europe
NFT Marketplace Platform
"Our NFT marketplace is now a game-changer in the
digital asset world. The team delivered a highly secure, scalable, and
visually stunning platform. The smart contract integration is seamless,
and user engagement is at an all-time high. Couldn't have asked for a
better partner!"
Aisha Al-Farsi
UAE
Generative AI
"AI innovation requires precision, and this team
nailed it. Our generative AI app produces stunning, realistic results
with lightning-fast processing. The algorithm customization exceeded our
expectations, and we've seen a massive increase in user adoption. Truly
a cutting-edge development team!"
Hiroshi Tanaka
Japan
Generative AI
"AI innovation requires precision, and this team
nailed it. Our generative AI app produces stunning, realistic results
with lightning-fast processing. The algorithm customization exceeded our
expectations, and we've seen a massive increase in user adoption. Truly
a cutting-edge development team!"
Hiroshi Tanaka
Japan
Healthcare App
"Partnering with Dev Technosys for our healthcare app
was a game-changer. Their team understood HIPAA compliance and delivered
a secure, intuitive solution that doctors and patients love. Their
expertise in healthcare IT really stands out. We appreciate their timely
communication and proactive approach. Highly recommend them!"
Emily Johnson
USA
eCommerce App
"We hired Dev Technosys to develop a multi-vendor
eCommerce platform, and they nailed it! Their UI/UX team brought our
vision to life, while the developers ensured seamless functionality.
From product management to payment gateway integration, everything works
perfectly. A dependable IT partner!"
James Carter
United Kingdom
Logistics App
"Dev Technosys helped us digitize our logistics
business with a powerful web and mobile solution. From live tracking to
route optimization, their custom features improved efficiency and
reduced costs. We are very impressed with their technical strength and
customer-centric mindset."
