SERVICES

AI product development services, from a studio that ships its own.

Four services, one standard. We build AI products, customer-facing agents, SaaS MVPs and Next.js sites with the same stack, process and production discipline we use for ScopeCrafters and ContentVo, our own live products.

  • 01

    AI Product Development

    LLM features that survive real users: structured outputs, RAG, guardrails and cost control on Gemini, Claude or OpenAI.

    You know a specific, painful workflow in an industry, like proposals, content or compliance, and want an AI-native product built around it, not a chatbot bolted onto a form.

    • Gemini
    • Claude
    • OpenAI
    • Next.js
    • FastAPI
    • Supabase
    AI Product Development: scope, timeline and FAQs
  • 02

    AI Agent Development

    LangGraph agents with tool calling, human-in-the-loop handoff, monitoring and fallbacks, built to run unattended in front of customers.

    You want an agent to resolve a real share of customer conversations across chat, WhatsApp or email, and hand the rest to your team with full context.

    • LangGraph
    • LangChain
    • Python
    • FastAPI
    • TypeScript
    • Pydantic
    AI Agent Development: scope, timeline and FAQs
  • 03

    SaaS MVP Development

    2–6 week Next.js + Supabase + Stripe MVPs with auth, billing, the core workflow and launch-ready SEO.

    You've talked to customers, you know the painful workflow, and you need a product you can sell, not a clickable prototype.

    • Next.js 15
    • React 19
    • Tailwind CSS
    • Supabase
    • PostgreSQL
    • Stripe
    SaaS MVP Development: scope, timeline and FAQs
  • 04

    Web Development

    Next.js marketing sites and web apps with fast Core Web Vitals and technical SEO built in, not bolted on.

    Your product is good but organic traffic is flat, pages aren't indexed, or the site scores poorly on mobile Core Web Vitals.

    • Next.js 15
    • React 19
    • TypeScript
    • Tailwind CSS
    • Vercel
    • Schema.org JSON-LD
    Web Development: scope, timeline and FAQs
WHERE TO START

Which service fits?

  1. 01

    You have a workflow, not a product yet

    If customers pay for an outcome that today takes hours of manual work, and AI can do most of it, start with AI product development. We'll scope the model's job, the output schema and the guardrails before anything else.

  2. 02

    Customers talk to you all day

    If the work is conversations, like support, bookings or account questions across chat, WhatsApp or email, an agent with human handoff is the right shape. Start with AI agent development.

  3. 03

    You need to start charging

    If the idea is validated and the priority is a product that takes payments, start with SaaS MVP development. Auth, billing and the core workflow, in 2–6 weeks.

  4. 04

    Your product works but nobody finds it

    If the problem is traffic and conversion rather than features, start with web development: a fast Next.js site with technical SEO done properly.

HOW WE ENGAGE

Same terms on every project.

Every engagement starts with a written scope that includes an explicit list of what we won't build. The price is agreed against that document, so you know the cost before the build starts, and new ideas go onto a follow-up list rather than quietly extending the timeline.

Everything is built in your accounts from the first commit: your GitHub organization, your Vercel and Supabase projects, your billing provider. There is nothing to hand over at the end because you've owned it all along.

We build on a deliberately small stack (Next.js, Supabase, Stripe or Polar, Gemini, Claude or OpenAI, LangGraph where agents are needed, and Vercel or GCP), because it's proven in production and easy for the next developer to pick up.

Want to see the engagement step by step? Read our process, or see the products we've built.

Not sure which one you need?

Describe the problem instead. We'll tell you which service fits, or whether you need us at all.

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