AI Services

Turn your AI-built prototype into a product customers can use

Built with Lovable, Bolt, Cursor, v0, or Claude Code? We review what works, identify release blockers, and scope the engineering needed for launch. US and Canada delivery from our NJ and NYC team.

Labor from $20/hour · Fixed projects quoted individually

Overview

Updated · Reviewed by the AppDesign360 engineering team

AppDesign360 helps founders review and complete AI-built applications. Start with a paid product and code review, receive written findings and a retain, repair, or rebuild recommendation, then choose a separately scoped implementation project. Authentication, permissions, customer data, billing, integrations, testing, deployment, and handover are assessed where relevant to your product. Coaching is a separate $125-per-session service for people doing their own development.

You have something people can try. The next step is understanding whether it can handle the workflow, accounts, and data your customers will entrust to it. We review the product you have, keep useful work, and turn the findings into a practical release plan.

Bring a demo and a description of the users and workflow you want to launch. You do not need to choose the architecture. After an initial fit call, we agree the scope and price of a paid review before requesting repository or infrastructure access through an appropriate access process.

Need advice while you remain the builder? Our $125 coaching sessions are a separate learning service. They do not include a managed code review, implementation project, or a commitment to release your app.

A clear next step for an existing product

  • Review before rebuilding. We assess the actual product and explain what to retain, repair, or replace.
  • A written decision. Get findings, launch blockers, open questions, and a prioritized plan you can review before commissioning implementation.
  • Scope the release. Agree the user journey, acceptance checks, budget, ownership, and support terms in writing.
  • Your product stays yours. Work takes place in accounts and repositories your business controls, with documentation and handover agreed in scope.

What we review before a launch

The review follows your product, not a generic missing-feature checklist. Existing AI tools may already provide working backend, billing, and security features; we validate the areas that matter to your release.

Core user journey and design

Can the intended user complete the task? We examine empty states, errors, mobile usability, and unfinished screens.

Accounts and customer data

Assess sign-in, roles, data separation, access rules, migrations, and handling of sensitive data where relevant.

Billing and integrations

Check applicable checkout, subscriptions, payment events, cancellations, webhooks, and external system failure cases.

Release and operation

Review staging, deployment, backups and recovery, error reporting, account ownership, and documentation.

Pricing

Product & code review

Quoted after a fit call
Agreed before access and review begin
  • Review of the agreed user journey and relevant code and infrastructure
  • Written findings with evidence, unresolved questions, and launch blockers
  • Retain, repair, or rebuild recommendation
  • Prioritized release plan and a separate implementation proposal

Completion & launch project

Quoted from review findings
Written milestones for the agreed release
  • Bounded design and engineering work to complete the agreed workflow
  • Relevant permission, billing, integration, and migration checks
  • Staging verification, deployment plan, and operational handover
  • Acceptance criteria and post-launch support terms agreed in writing

1:1 builder coaching

$125 / session
Coaching appointment; scope agreed when booking
  • Guidance while you remain responsible for building your product
  • Help understanding code, tools, workflow, or a specific technical question
  • Advice on possible next steps
  • Coaching only; implementation and launch projects are quoted separately

Review and implementation labor starts at $20/hour in USD; fixed projects are quoted individually. Each engagement has a written scope, with the rate, hours or fixed fee, milestones, and support agreed before work starts. Hosting, software subscriptions, and other provider charges are paid through your own accounts. The $125 fee is for coaching only. No fixed number of coaching sessions is promised to complete or release an app.

Choose advice or accountable delivery

Coaching gives you guidance while you build. A review produces written findings. An implementation project commits our team to defined deliverables and acceptance checks. We agree which engagement you need before work starts.

Starting from an idea instead? See our SaaS product design and development service. For staff workflows, portals, or integrations, explore custom business software.

What's Included

  • Product and code review for AI-built and unfinished applications
  • UI and workflow refinement based on the intended customer journey
  • Permission and customer-data checks appropriate to the product
  • Billing, integration, and migration review where relevant
  • Implementation scoped from findings rather than a blanket rebuild
  • Staging, testing, deployment, documentation, and handover
  • Remote delivery across the United States and Canada

How It Works

  • Fit call: current product, intended customers, workflow, deadline, and budget
  • Agree a paid review scope and access process
  • Review the relevant code and product; document evidence and unresolved risks
  • Approve a retain, repair, or rebuild plan and a bounded implementation quote
  • Complete the agreed work, verify acceptance criteria, and hand over the release

Who This Is For

  • Founders with customer pilots and a prototype
  • Startups preparing a first release
  • Businesses taking over an unfinished application
  • Nontechnical founders who need an engineering partner
  • Founders doing their own development who want coaching

Frequently Asked Questions

Yes, subject to reviewing the product and code first. We assess what already works and whether targeted repairs, completion work, or a rebuild is the practical option. You receive a separate implementation quote after the review.

Ready to get started?

Show us what you have built and the customer workflow you want to release. We will agree the right next engagement.