AI-Powered Engineering

Software that thinks.
Engineered to perform.

Custom AI-accelerated software — from intelligent automation to production-grade applications. No templates. No shortcuts.

15+ Years Engineering
5+ Years AI / ML
5+ Industries Served
<48h Response Time

What we build

End-to-end engineering — from AI integration to production-grade applications. Every project is built from scratch, tailored to your domain.

AI Integration

Embed machine learning and LLM capabilities directly into your product. From recommendation engines to natural language processing — AI that ships, not slides.

Custom Software

Full-stack development tailored to your domain. Web apps, APIs, internal tools — built from scratch with modern stacks and clean architecture.

Frontend & UI

Clean, responsive interfaces built with modern component frameworks. Dark mode, accessibility, and performance baked in — not bolted on.

Security-Conscious Development

Security as a habit, not an afterthought. HTTPS everywhere, parameterized queries, dependency auditing, and sensible access controls baked into every project.

Data & Analytics

Turn raw data into decisions. Custom dashboards, ETL pipelines, and AI-powered insights that surface what matters.

Support & Maintenance

Ongoing performance monitoring, security patches, and feature iteration. We keep your software running at peak.

Our Toolkit

Battle-tested technologies we use to design, build, and ship — from prototype to production.

AI / ML
TensorFlowPyTorchOpenCVOpenAIHugging FaceONNXscikit-learn
Frontend
ReactVue.jsAstroNext.jsTailwindTypeScriptWebRTC
Backend
Node.jsPythonC#/.NETFastAPIExpress
Data
PostgreSQLMySQLSQL ServerRedisMongoDBBigQuery
Tools & Infra
DockerAWSVercelGitHub ActionsLinuxJupyterGit

How we work

No handoffs, no guesswork. We work alongside you from first call to production — with full visibility at every step.

Scope, then build

Every engagement starts with a focused discovery call. We define the problem, map the architecture, and set milestones before a single line of code is written.

Transparent by default

You get a staging environment from day one. Weekly check-ins, async updates, and full access to the codebase. No black boxes.

Ship fast, ship right

Focused sprints with working deliverables — not months of silence followed by a big reveal. You see progress in real time.

Partnership, not a ticket queue

You work directly with the person building your software. I learn your domain, challenge assumptions, and push for the best outcome — not just the spec.

Nick Duncan

Nick Duncan

Founder & Engineer

nickduncan.dev

I started Arclight because I believe the best software comes from working closely with the people who need it — not through layers of project managers and handoffs. When you hire Arclight, you work directly with me.

I've spent 15+ years building everything from .NET enterprise platforms to computer vision pipelines — and the thing I keep coming back to is that clean architecture, honest timelines, and shipping software that actually works matters more than any tech stack.

How it works

From first conversation to production — a clear, no-surprises process.

01

Discovery call

We talk about your project, goals, and timeline. No pitch — just a focused conversation to see if we're a fit.

02

Scope & proposal

We define the architecture, milestones, and deliverables. You get a clear proposal with transparent pricing before any work begins.

03

Build & iterate

Development happens in focused sprints. You get a staging environment from day one, with weekly check-ins and full visibility.

04

Launch & support

We deploy to production, monitor performance, and provide 30 days of post-launch support. Ongoing retainers available.

Questions & answers

Everything you need to know before we start building.

Working with us

Custom web applications, APIs, AI-powered tools, internal platforms, data pipelines, and automation systems. We focus on projects where software is the product — or a critical competitive advantage. If it's technically ambitious and solves a real problem, we're interested.

Absolutely. I've helped startups go from napkin sketch to production-ready product. I'm comfortable operating with ambiguity, can help define the technical roadmap alongside business goals, and know how to prioritize when resources are tight.

Colorado Springs, Colorado — but all collaboration happens remotely. We work with clients across the US and internationally, and use async updates, shared staging environments, and regular check-ins to stay aligned regardless of timezone.

Most projects are scoped with milestone-based pricing so you know the cost upfront. For ongoing work we offer monthly retainers. Every engagement starts with a free discovery call so we can understand your needs before quoting anything.

Process & delivery

We start with a discovery call to understand your goals, then move into architecture and design. Development happens in focused sprints with weekly check-ins and a shared staging environment from day one — so you see working software early and often, not just at the end.

It depends on scope, but most projects land between 4–12 weeks from kickoff to launch. An MVP or focused tool might ship in 3–4 weeks; a full-stack platform with AI integration typically takes 8–12. We'll give you a realistic timeline during the scoping phase.

Every project includes 30 days of post-launch support — bug fixes, performance tuning, and deployment assistance. Beyond that, we offer monthly retainer plans for continuous development, monitoring, security patches, and feature iteration.

Technical

We embed AI capabilities directly into your software stack — not as a bolt-on, but as a core part of the product. That could mean adding LLM-powered search, building a recommendation engine, automating document processing with vision models, or training custom ML models on your data. We handle the full pipeline: data prep, model selection, integration, and monitoring in production.

We pick the right tools for each project rather than forcing a single stack. Common choices include React, Next.js, or Astro on the frontend; Node.js, Python, or .NET on the backend; PostgreSQL or MongoDB for data; and TensorFlow, PyTorch, or the OpenAI API for AI work. Everything runs on modern infrastructure — Docker, AWS, Vercel, or your preferred cloud.

Yes. We regularly pick up existing projects — whether that means adding features to a legacy Rails app, refactoring a tangled Node.js backend, or integrating AI into an established platform. We'll audit the codebase first, identify risks, and propose a plan before writing a single line of code.

Start a conversation

Tell us about your project. We'll get back to you within 24 hours.

Location Colorado Springs, CO
Ready to build?

Let's make something exceptional.

First conversation to production — with you every step.