AI-Powered Software Development,Engineered for Production.
AI-first product engineering for teams shipping production systems. We pair AI execution speed with human engineering judgement to ship revenue-generating software, built for scale, security, and ownership from day one.
Our success stories
We partner with ambitious companies across industries to deliver measurable impact. From startups to enterprise, our engineering teams have consistently driven growth, efficiency, and innovation.
Projects Delivered
From MVPs to enterprise platforms, we've shipped production software across fintech, healthcare, logistics, and SaaS.
Seamless Workflow Integration
Our engineers embed directly into your existing tools and processes (Slack, Figma, GitHub), so delivery feels native, not outsourced.
Client Growth
Our clients have seen up to 10x growth in key metrics after partnering with Melcorsoft for product engineering and scaling.
Client Satisfaction
Measured through quarterly NPS surveys and retention rates, our client satisfaction consistently stays above 95% with NPS scores above +80.
Global Reach & Operations
Serving clients across 7 countries with distributed engineering teams and round-the-clock delivery.
Precision Engineering,
Mastered.
A four-stage framework that takes AI products from vision to production-grade reality, built to survive real users and real load.
Discovery
Technical assessment, stakeholder alignment on KPIs, and a risk-ranked roadmap. We pressure-test the AI product bet before production code lands.
Strategy
Architectural blueprinting that holds under real load and designs for the AI failure modes most teams skip: hallucination, drift, latency, and cost.
Development
High-velocity sprints that pair AI execution speed with human review. We do not blindly trust AI-generated code. Every PR passes an engineering judgement gate.
Launch
Full-scale deployment with observability, evals, and rollback ready on day one. Continuous monitoring of model quality, cost, and reliability keeps the system production-grade.
Our Services
Comprehensive digital solutions engineered for growth and efficiency.
Agentic Process Automation
Automate operations with agent workflows built on n8n and Nango. Fast integrations, escalation logic, and human-in-the-loop guardrails.
Mobile Apps
iOS and Android applications designed for seamless user experiences.
Web Apps
High-performance web platforms with modern reactive frameworks.
UI/UX Design
User-centric design that converts and delights your audience.
AI & ML
Integrating intelligence into your workflows for smarter operations.
Cloud & DevOps
Scalable infrastructure and automated deployment pipelines.
SaaS Solutions
Multi-tenant platforms designed for scalability and recurring value.
API Development
Robust backend integrations for connected digital ecosystems.
Beyond Code: We Build Business Value.
We don't just deliver features; we deliver outcomes. Our team bridges the gap between complex engineering and commercial objectives.
Agile Process
Rapid iterations and transparent communication at every sprint.
50+ Projects
Proven track record across healthcare, telecom, AI engineering, and education.
Dedicated Teams
Top 1% talent exclusively allocated to your vision.
Security & Compliance
SOC 1, SOC 2, and HIPAA-ready engineering practices. Built for enterprise trust from day one.
Our Work
Deep dives into how we've helped our partners scale and innovate.

EdTech
Sochi Nihongo
A role-based Japanese-language learning app for iOS and Android that unites student progress, quizzes, and cultural content in one experience — with a friction-free publishing flow for teachers.
AI Engineering
Melcor AI
A coordinated AI product team that carries product decisions from standup through engineering, QA, and deployment.

Careers Tech
TopSphere Resume
A high-trust web portal for an expert-led resume service, guiding job seekers from a free review through writer collaboration and revisions to approval-first final delivery.
Flexible Engagement
Tailored pricing models for every stage of your growth.
Starter
Perfect for MVPs and validation.
- 1 Dedicated Full-stack dev
- Weekly sprint reviews
- Project Manager
Growth
Scale-up and product refinement.
- 3 Dedicated Experts
- UI/UX Designer included
- 24/7 Priority Support
- Cloud Management
Enterprise
Custom teams for large organizations.
- Full Feature Squads
- CTO Advisory
- Cybersecurity Audit
- Dedicated DevOps
Project timelines vary based on scope and complexity. An MVP typically takes 6-8 weeks, while enterprise solutions may require 3-6 months. We provide detailed timelines during our initial consultation.
Absolutely. We offer ongoing maintenance and support packages to ensure your software runs smoothly. This includes bug fixes, performance monitoring, security updates, and feature enhancements.
Yes, we frequently augment in-house teams. Our engineers integrate seamlessly into your existing workflows, tools, and processes, providing additional capacity and specialized expertise.
We work with modern, battle-tested technologies including React, Next.js, Node.js, Python, Django, AWS, PostgreSQL, Docker, and Kubernetes. We choose the best tools for each project.
We use Slack for daily communication, weekly video standups, and shared project dashboards. You get full visibility into progress, blockers, and milestones at all times.
You do. All code, designs, and deliverables are 100% owned by you from day one. We transfer all rights upon delivery and provide full source code access throughout the project.
Can't find the answer you're looking for?
Get in touch with usFrom the Blog
Thoughts on engineering, design, and building products that scale.

How AI Is Reshaping Custom Software Development
Generative AI and coding agents are changing how software actually gets built — not just how fast, but who does which parts of the work.

Scaling from MVP to 1M Users: Lessons Learned
The architecture decisions that hold up as a product grows aren't the ones that look most impressive on day one — they're the ones that are easiest to change later.

Design Systems That Actually Get Adopted
Most design systems die in a Figma file nobody opens after the second sprint. The ones that survive share a few deliberate choices — and none of them are about the components themselves.
Let's Build Something Amazing.
Ready to start your digital transformation? Fill out the form and our strategist will reach out within 24 hours.
hello@melcorsoft.com
Florida • Miami • United States
Join Our Team
We're always looking for talented engineers, designers, and strategists who want to build products that matter. Remote-first, async-friendly, and deeply collaborative.
Don't see a role that fits? Send us your resume at hello@melcorsoft.com