mcnite is a software engineering company designing and building AI systems, web platforms, and digital products for startups and enterprises. Founded by engineers, driven by design — we ship software that performs.
A small sample of recent engagements. Each project was delivered end-to-end — design, engineering, deployment, and ongoing support by the mcnite team.
We operate as an embedded engineering team — not a vendor. From research and architecture through to deployment and observability, we own the outcome. Pick one service or stack them.
Production-ready AI systems: RAG pipelines, LLM fine-tuning, agent workflows, and custom ML — built for latency, cost, and scale.
Full-stack web applications and native mobile apps. Type-safe, tested, observable — built to survive beyond launch day.
Research-led product design. From wireframes to production design systems — interfaces that are accessible, useful, and unmistakably yours.
Infra-as-code, CI/CD pipelines, observability, and 24/7 monitoring. Software you can deploy on Friday afternoon.
We don't rewrite your stack for fun. We choose tools that match your team's maturity, your product's constraints, and your budget — and we justify every decision in writing.
Enough structure to keep things moving. Enough flexibility to make space for the unexpected.
Stakeholder interviews, technical audits, and a written brief that aligns expectations before we touch code.
Technical design doc: data model, API contracts, infra plan. Reviewed with your team before we build.
Weekly demos in staging. Tight feedback loops. Continuous deployment from day one — no big-bang launches.
Zero-downtime launch, handoff docs, monitoring dashboards. Optional retainer for ongoing engineering.
PCI-aware architectures, fraud detection pipelines, and compliance-ready payment flows.
HIPAA-aligned platforms, clinical workflows, and patient-facing applications that respect privacy.
Multi-tenant architectures, admin panels, billing, and integrations that work at scale from day one.
Headless storefronts, inventory systems, and checkout experiences optimized for conversion.
Learning platforms, assessment tools, and student-facing applications for K-12 through higher ed.
From zero to Series A. We help founders build, launch, and scale — in weeks, not quarters.
A tight-knit team of engineers, designers, and strategists. Everyone you work with at mcnite is senior, hands-on, and accountable — no layers, no offshoring.

Software engineer with a passion for clean code, scalable systems, and products that actually get used.

Designs product experiences that are as intuitive as they are beautiful — grounded in research and real usage.

Solves problems end-to-end, from database schema to pixel-perfect UI — with speed and precision.

Keeps engagements on track, budgets honest, and stakeholders in the loop from kickoff to launch.
Average uptime across all production systems we operate — measured, monitored, and reported monthly.
Median first-response time for client communications during business hours. Urgent incidents are faster.
Average deployments per week across active client projects. Continuous delivery, never big-bang releases.
If yours isn't here, drop us a note — we answer all inquiries within two business days.
Tell us a little about what you're building. We respond to all inquiries within two business days — usually much sooner.
The more detail you share, the better we can respond.