Latest
Vibe Coding vs Traditional Development: Speed, Cost and Quality
Vibe coding vs traditional development compared on speed, cost, quality, security and ownership, and when AI-assisted development fits best.
Serving the US, Europe and the Middle East
We help established businesses automate operations, modernize legacy systems, and build new products. The engineers who scope your project build it, and stay on after launch.
Usually replies within one business day. No obligation.
Still doing manually what software should be doing for you?
What changed for three of our clients
Figures from our published case studies.
Clients
Trusted by companies across the US, the UK, Germany and India
Fifteen of the 50+ teams we have shipped software for.
Who we work with
Three types of project. One team that handles all of them.
Sound familiar
These are the problems we hear most. If any of them sounds like your situation, you are in the right place.
Our team spends hours every day on tasks that software should be handling automatically.
AI and automationOur system was built years ago and is slowing the entire business down.
Legacy modernizationWe have all this data but no way to see what is happening or make decisions from it.
Dashboards and portalsWe need a technical partner who understands what we are trying to achieve, not just a coder.
Who you work withOur work
Real products, real clients, real outcomes, across healthcare, logistics, fintech, and more.
70%
less admin time
Healthcare · AI
5
facilities monitored live
IoT · Operations
94%
on-time delivery
Logistics · Tracking
Live
transaction tracking
Fintech · Payments
1,000+
vehicles running campaigns
AdTech · Campaign
87%
course completion
EdTech · Learning
What we do
Four of them are AI. Every engagement is scoped, priced and delivered by the same senior team. No account layer, no handover to juniors.
Agents that carry out real work inside your systems, and the document and workflow automation around them.
Products built on large language models, from the first prototype to something your customers use daily.
Models trained on your own data, for prediction, classification and reading what a camera sees.
The integration work that turns a model into part of your business: your data, your systems, in production.
The platforms the AI runs on. Internal tools, customer portals and apps built around how your business actually works.
Where it runs, how it ships, and who keeps it alive. We take over systems somebody else built and run them too.
Applied AI
We build AI that plugs into how your business runs today. Not a chatbot sitting on your website, but a working system that saves your team real time every day.
Connected products
IoT systems that connect your devices, monitor operations in real time, and trigger automated actions, reducing manual checking and human intervention.
Our process
No surprises. No handoffs to juniors after kickoff. No disappearing act once the contract is signed.
We dig into your business before writing a single line of code.
Architecture and UX decisions aligned with your actual goals.
Agile delivery with weekly demos, so you see progress every week.
The same engineers stay on after launch. Fixed cost, defined response times.
Where to start
You do not have to commit to the whole thing to start. Pick the size that matches what you need to prove, and we will scope it against that.
POC
Proof of concept
Answer the riskiest technical question first, with something that actually runs. One narrow slice, built properly, so the decision rests on a working thing instead of a document.
MVP
Minimum viable product
The smallest version real users can genuinely use. Enough product to put in front of the market and learn from, without building everything you think you might eventually need.
Production
Live release
The full build, hardened for daily use. Performance, security, integrations and the operational work that only starts to matter once real money runs through it.
Flexible enough to fit how you operate, from a one-off project to an ongoing development partnership.
Why CodesClue
Not just capabilities. The real reasons our clients come back and refer others.
Senior engineers on your project from day one, not handed to a junior team after the pitch. Direct communication, full accountability, no middlemen.
We actively use and build with AI tools in our own development process. This is not a rebranding exercise, it is how we actually deliver faster and at lower cost.
We question the brief before executing it. If there is a better way to solve the problem you have described, we will tell you, even if it means a smaller engagement for us.
Offices in India, USA, and Germany. You get the cost advantage of India-based delivery without sacrificing communication quality or timezone coverage.
The team
CodesClue was built on a simple belief: that every business deserves the kind of technical partnership that was previously only available to large enterprises. Senior engineers, honest communication, and a genuine interest in the outcome.
We are a team of developers, architects and AI specialists based across India, the USA and Germany. You get the cost advantage of India-based delivery with the communication of a local team.
Client voices
Not cherry picked. These are the kinds of things we hear most often from the people we work with.
They delivered robust back-end architecture, a functional website and an admin panel for us, as well as a seamless payment integration, and they handled deployment and everything smoothly.
My name is Oscar and I'm the lead web developer here at RideReach, which is a mobile advertising company based in Manchester. Before working with CodesClue, we were facing scalability issues and slow development cycles with our company, and we didn't have a solid back-end structure or DevOps process in place. So we needed to find a reliable technical partner who could help us build and prepare for our future growth. CodesClue stood out to us because of their strong technical expertise, clear communication and transparent approach. They delivered robust back-end architecture, a functional website and an admin panel for us, as well as a seamless payment integration, and they handled deployment and everything smoothly. As a result, we were able to quickly launch our stable release, and now we have a scalable system that supports future growth. I highly recommend CodesClue for startups looking for a reliable tech...
Was great to work with Ketan. Always optimistic, very professional and a hard worker. Knew how to solve complex problems. Great project manager. Recommend them for web development.
They have gone above and beyond simply being developers. They feel like partners who are invested in helping me build something great.
Hi, I'm Tanisha Ferguson, the founder of Subjects Master. I have had an outstanding experience working with CodesClue, and I cannot say enough positive things about Ketan and Naresh. They are truly wonderful developers and an absolute pleasure to work with. When I started working with both of them, one of the immediate priorities was improving my website's speed and performance. They were able to resolve the site speed issues, and they didn't just stop there. They proactively offered to help identify and fix other issues and optimize the site so that the overall user experience continues to improve. What I appreciate most is that they don't just look at the work as a task to complete. They're genuinely excited about my platform and have taken the time to understand what I am building. They have already shared numerous ideas and suggestions for ways to make the site better, more efficient, and more engaging. The level of enthusiasm and ownership is rare. As a single founder working with very limited resources, having developers who are willing to work with me, understand my budget limitations, and still be invested in helping me move my vision forward means a great deal to me. They have been flexible, supportive, and solution-oriented throughout the process. Even though we're on different time zones, Ketan and Naresh have consistently been available when I needed them and have made communication easy. They are responsive, patient, knowledgeable, and genuinely want to see the project succeed. I feel very fortunate to have found CodesClue. They have gone above and beyond simply being developers. They feel like partners who are invested in helping me build something great. So for all out there, if you're looking for talented developers who are responsive, proactive, creative, and truly care about their clients and their projects, I highly recommend Ketan and Naresh and the CodesClue team.
A very client centric company with incredible top executives. Years of experience and outstanding knowledge. Never faced an issue with scheduling meetings or change notifications.
All these allowed me to really interface with Ketan and his team quite closely and understand how excellent they are at communications, time management and delivering work.
Hi, I'm Stefan Levine. I'm a real estate professional in Jupiter, Florida in the United States. I have a background in telecom and technology, and over the years I've worked closely with Ketan and his team on a number of projects. I ended up advising a real estate client on a rebuild of a dated code set for some crucial software to their company's hiring process, as well as developing an app for intercompany use for some of their core processes. All these allowed me to really interface with Ketan and his team quite closely and understand how excellent they are at communications, time management and delivering work. I remain in contact regularly with Ketan primarily, and even when there aren't projects in discussion, as iron sharpens iron, the CodesClue team allows me to remain with them at the forefront of software application and AI development, and keep track of what's going on in the world. So I can't emphasize enough how worthwhile it is for you to speak to them, understand the questions that they ask and the way they respond to your requirements, and how that's going to have such a positive impact on your jobs. Thank you.
We do not just talk about AI, we build with it. Three lanes of the tools our team works in day to day, on real client projects.
Technologies
AI and intelligence
Automation and workflow
48 tools in daily use across 3 lanes, on real client projects.
Industries
Industry context matters. We have built software across these sectors and know the constraints each one brings.
Cannabis
Traceability, age checks and compliance
GreenReleaf
Cannabis Health
Healthcare
HIPAA, HL7 and FHIR
Therapix.AI
AirShield
Fintech
PCI-DSS, KYC and AML
EmberPay
InvoiceMinds
Food service
Ordering, allergens and labelling
SmartPantryPal
Free Food Labels
NutritionFacts
Education
Accessibility, SCORM and LTI
SkillsDose
Subjects Master
Logistics
Live tracking and routing
TracknTake
Blueberry Pie
Manufacturing
Plant data, site access and safety
ArcelorMittal
Media and entertainment
Rights, metadata and delivery
Akcru
Advertising
Consent, attribution and scale
RideReach
eCommerce
Live stock and peak load
GreenReleaf
Pre architected solutions that reach production faster, customized to your operations, with no vendor lock in and no ongoing license cost.
Leads, clients and deals, built for how your sales team actually works.
Stock, purchasing and fulfilment in one place, with the audit trail intact.
Scheduling, reminders and payments for appointment led businesses.
Job dispatch, proof of work and live tracking for teams that work off site.
Insights
Notes from the work: what we are building with, what we are learning, and what is actually changing.
Latest
Vibe coding vs traditional development compared on speed, cost, quality, security and ownership, and when AI-assisted development fits best.
What vibe coding costs at each stage: AI prototype, MVP and cleanup of an AI-built app,…
A practical checklist for taking an AI-built prototype to production: sign-in, data, security, tests, performance, monitoring…
Before you ask
Straight answers to what most people want to know before they write to us.
Rather talk it through?
Thirty minutes with a senior engineer. Bring the problem, not a brief.
Book a 30 minute call(opens in a new tab) All FAQsIt depends on scope, so we price after a short scoping conversation rather than from a rate card. Most first projects fall into one of three sizes: a proof of concept in 1 to 3 weeks, an MVP in 4 to 10 weeks, or a production release from 12 weeks. You get a written estimate with milestones before anything is signed.
The same senior team that scopes the work builds it. There is no account layer between you and the engineers, and no handover to juniors once the contract is signed.
Four ways: a fixed price project for well scoped builds, a dedicated team for long term product work, staff augmentation to add developers to your own team, or a monthly retainer for continuous development and support.
Yes. We work with clients in the US, Europe and the Middle East, from offices in India, the USA and Germany, with working hours that overlap your time zone and a structured delivery rhythm.
Yes. We take over systems somebody else built, upgrade the technology stack, improve the architecture and security, and move them to the cloud when that makes sense, without losing the business logic they already hold.
Yes. We audit the code first, then fix what matters in order of risk: sign-in and security, tests, data handling and performance. You keep what works, and the app is ready for real users.
Secure architecture, encryption, access controls, code reviews and automated testing are part of every build. For regulated sectors such as healthcare and finance, we build to the compliance standards your industry requires.
The same engineers stay on. Support runs at a fixed cost with defined response times, and covers monitoring, updates and new features as the product grows.
At CodesClue we deliver intelligent, scalable and future ready solutions, combining strategic consulting with advanced technology. With agile delivery, AI expertise and deep domain knowledge, every project we take on is built to make a measurable difference to your business.
Next step
Tell us what you are trying to solve. We will tell you honestly if and how we can help, and what it would take to get there.
Usually replies within one business day. No obligation.