Ship AI products with studio ownership
Slides do not launch products. Design, engineering, and launch need to sit with the same team on the same schedule.
We bring product thinking and engineering together, so structure, UI, APIs, and the launch checklist live in one plan.
If that sounds like your situation, Arcode is set up for founders searching for an AI product studio. Arcode is an AI product studio covering agents, MCP, RAG, and full-stack delivery for teams that need working software.
What you get
- AI-native product builds
- MCP and agent systems
- Web and mobile surfaces
- Launch-ready architecture
- One studio accountable for the result
- Design and engineering on the same schedule
- Support available after launch
How engagement works
As your AI product studio, we run a shared backlog, design reviews, and engineering sprints, and you keep one point of contact throughout.
- 01
Discover
Goals, constraints, data sources, and success metrics, all settled before we touch architecture or prompts. Nothing here waits on a handover between separate teams.
- 02
Design
System design, AI/tool boundaries, interface direction, and interaction prototypes. On AI product development projects we favour practical architecture over trendy defaults.
- 03
Build
Modern stack, clean architecture, evaluated AI behavior, and iterative demos you can react to. The work for teams in Canada stays tied to the outcome you asked for.
- 04
Launch
Ship, monitor, harden, and keep improving models, tools, and product after go-live. You see progress on the critical path every week.
How we build it, and why
The stack is chosen per project, not applied from a template. For AI product studio work these are the defaults, and the reason each one is on the list.
- OpenAI
- a second model provider, so a single vendor's outage or price change is not your problem
- Claude
- long-context reasoning and reliable tool calling for agent work
- MCP
- the Model Context Protocol, so your tools plug into Claude, Cursor, and other agent clients without a custom adapter for each
- Next.js
- server rendering and static generation in one framework, so marketing pages stay fast and app routes stay dynamic
- NestJS
- structure and dependency injection on the backend, which keeps a growing API from turning into a pile of route handlers
- React Native
- one codebase for iOS and Android, which halves the surface area you maintain after launch
What the first weeks look like
- Week 1
Scope and architecture
Users, data, integrations, and constraints, ending in a written plan for the AI product development that you approve before anyone opens an editor.
- Weeks 2-3
Design the critical path
The screens that carry the product, prototyped and clickable. Design and engineering review together, so nothing gets drawn that cannot ship.
- Weeks 4-8
Build in weekly slices
Every week ends with something on a real URL. ai-native product builds lands early, because the rest of the plan depends on it working.
- Launch
Ship, measure, hand over
Release, monitoring, analytics, and a documented handover, so your team can carry it without calling us.
Weighing up your options
There are three realistic ways to get this built. Each is the right answer for someone.
A solo freelancer
Cheapest per hour and fine for a contained task. The risk on AI product development is breadth — one person covering design, backend, infrastructure, and launch usually means one of them is weak, and there is no cover when they are unavailable.
A local agency in Canada
Same timezone and a face to meet, which genuinely matters for some teams. You are also paying Canadian teams seeking remote full-stack and AI partners. rates for the whole team including the layers that never touch your AI product development, and a local shortlist is a small shortlist.
Arcode
A small senior team. The people who scope the AI product development write the code, you get weekly demos instead of status decks, and the engagement ends when the thing is live and handed over.
Work we have shipped
VIP Hires
Full-stack · Payments · UX
Recruitment platform with Stripe payments, workflow management, and polished motion-driven UI.
Hiring product covering job posting payments, candidate workflows, forms, and analytics.
- · Stripe payment flows
- · Recruitment workflow stages
- · Validated multi-step forms
- · Analytics charts and notifications
Next.js · Redux Toolkit · Stripe · Framer Motion · Zod
Note Assist
AI product · Next.js · Speech
AI meeting assistant with live speech-to-text, ChatGPT chat, and Firebase auth for transcription workflows.
Freelance AI product built with Next.js, Firebase, AssemblyAI, and ChatGPT for live meeting transcription and realtime chat around the transcript.
- · Live speech-to-text transcription
- · Realtime chat over meeting notes
- · Firebase authentication
- · AI-assisted follow-up on transcripts
Next.js · Firebase · AssemblyAI · ChatGPT · TypeScript
Prism Goals
Frontend · Strapi CMS
Accountability platform with dashboards, weekly check-ins, admin tooling, and progress analytics.
Goal tracking product with Typeform check-ins, admin panel, and Strapi-backed content.
- · Goals and values dashboard
- · Weekly check-in integrations
- · Admin user management
- · Progress analytics
Next.js · TypeScript · Material UI · Strapi · Axios
Working with teams in Canada
Canadian teams seeking remote full-stack and AI partners. Work is remote-first (Canada time zones), with written updates you can read in your own time. We usually collaborate in English.
How we work with Canada teams
Canada spans six time zones, so the overlap depends on where your team sits. Toronto and Montreal get our afternoon against their morning; Vancouver and Calgary get a narrower window, which we cover with one fixed daily call and written updates for everything else.
What Canada clients usually need
Canadian briefs are often SaaS platforms and internal tooling for mid-sized companies, plus a steady stream of AI features being added to products that already have users. Public-sector-adjacent work comes up more here than in most markets.
Contracts, data, and compliance
We invoice in CAD or USD. PIPEDA obligations and provincial rules — Quebec's Law 25 in particular — come up early, so we document where personal data flows and default to Canadian or US data residency when it is required.
