AI MVP Development

Pro

Jake Henshall

Contact for pricing

About this service

Summary

I build production-ready AI MVPs that actually ship. From backend logic and API layers to front-end prototypes and automation workflows, I handle the technical glue so you can focus on product vision. Expect clean architecture, clear handover, and a setup built to scale — not just demo.

FAQs

  • What tech stacks do you work with?

    I work mainly with Python, LangChain, Laravel, Next.js, Supabase, and n8n — depending on your needs.

  • Can you help non-technical founders?

    Absolutely. I specialise in helping founders with an idea but no tech team. I handle the entire build process and make everything understandable.

  • Do you work async or live?

    I prefer async collaboration via Slack or email, with quick huddles for key decisions — fast, no meetings for the sake of meetings.

  • How long does an MVP usually take?

    Most MVPs take between 2–4 weeks depending on scope. You’ll get a working demo first, then we layer in polish and deployment.

What's included

  • Middleware / API Layer

    Scalable API or middleware layer connecting your front end and backend services. Includes structured endpoints, validation, error handling, and rate-limit protection.

  • AI / Automation Integration

    Custom integration of AI or automation tools (OpenAI, Claude, LangChain, n8n) built around your project’s logic and workflows.

  • Auth & Data Persistence

    Secure user authentication and database setup with clean data models, session management, and privacy-compliant storage.

  • Frontend Interface

    Functional, responsive front end (React, Vue, or Next.js) to showcase and test your app’s key features and flows.

  • Deployment Setup

    Fully deployed environment (Vercel, Render, or AWS) with CI/CD pipelines, environment configuration, and performance tuning.

  • Observability & Logging

    Monitoring and structured logging setup with error tracking, request metrics, and clear visibility into system health.

  • Documentation & Handover

    Full setup and usage documentation, API references, and optional Loom walkthrough to ensure a smooth handover.

Skills and tools

Backend Engineer

AI Engineer

Web Developer

ChatGPT

ChatGPT

Laravel

Laravel

N8N

N8N

Next.js

Next.js

Python

Python

Industries

Pharmaceutical
Artificial Intelligence
Computer Software