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 work with companies across industries, from early startups to enterprise teams. Here's what that work looks like.
Work That Ships
Every case study we publish — Melcor AI, Sochi Nihongo, TopSphere Resume — is a live system with real users, not a prototype.
Fits Into Your Workflow
Our engineers work in the tools you already use (Slack, Figma, GitHub), so we run like part of your team.
Growth Engineering
We design for the load that arrives after launch: performance budgets, observability, and architecture that survives the next order of magnitude.
Long-Term Partnership
We stay on after release — maintenance, iteration, and support — instead of handing over and disappearing.
Distributed By Default
Engineering teams across multiple time zones, with overlap hours for every client and handover that keeps work moving overnight.
Precision Engineering,
Mastered.
A four-stage framework that takes AI products from idea to production, 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
Design, engineering, and support for the software your business runs on.
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 apps built to stay fast on real devices.
Web Apps
High-performance web platforms with modern reactive frameworks.
UI/UX Design
Interfaces people understand on the first try, designed to convert.
AI & ML
Models wired into your workflows where they save real time.
Cloud & DevOps
Scalable infrastructure and automated deployment pipelines.
SaaS Solutions
Multi-tenant platforms built to scale, designed around recurring revenue.
API Development
Backend APIs and integrations that other systems can depend on.
Engineering Measured In Business Results.
We work back from your commercial goals to the engineering, so what ships moves the numbers you care about.
Agile Process
Rapid iterations and transparent communication at every sprint.
Shipped, Not Demoed
Published case studies across AI tooling, language learning, and career services — each one running in production.
Dedicated Teams
A senior team assigned to your project and nothing else, start to finish.
Security & Compliance
SOC 1, SOC 2, and HIPAA-ready engineering practices, built for enterprise trust from day one.
Our Work
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
Pricing that fits 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.
Yes. Ongoing maintenance packages cover bug fixes, performance monitoring, security updates, and new features.
Yes, we frequently augment in-house teams. Our engineers work inside your existing workflows, tools, and processes, adding capacity and specialized expertise.
React, Next.js, Node.js, Python, Django, AWS, PostgreSQL, Docker, and Kubernetes. The stack for a given project depends on what it has to do and what your team already runs.
We use Slack for daily communication, weekly video standups, and shared project dashboards. Progress and blockers are visible there without you having to ask.
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 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.
Tell us what you're building. Email us and a strategist will pick it up personally.
Florida • Miami • United States
Join Our Team
We're always hiring engineers, designers, and strategists who want to build products people actually use. Remote-first and async-friendly.
Don't see a role that fits? Send us your resume at hello@melcorsoft.com