Skip to content
AIStackDeveloper.com

AI development for real businesses

Find the right AI developer for your project.

Answer 10 quick questions and get a tailored AI project brief, recommended developer type, likely tech stack, and clear next steps to bring your idea to life.

Start Free ScopeSee how it worksScope, brief, match, build
  • Matched with vetted AI developers
  • Tailored to your business goals
  • Practical, actionable next steps
AI connected to your business systems: Documents, CRM, Email, Database, Calendar, Internal Tools, Slack, APIs, Phone.
Documents
CRM
Email
Database
Calendar
Internal Tools
Slack
APIs
Phone

Step 1 of 10

What type of AI solution are you looking to build?

Select the option that best describes your project. You can refine this later.

Continue my scope

9 more questions · about 3 minutes · no sign-up

Your Personalized Result

Live Preview
Recommended developer: MCP Integration Specialist

MCP Integration Specialist

Connect AI to your business systems

An AI developer who specialises in MCP (Model Context Protocol) and systems integration. They connect AI to your business systems, data, tools and environment, giving your team natural-language access to information and workflows.

Likely Tech Stack

  • Python
  • MCP
  • OpenAI
  • LangChain
  • PostgreSQL
  • FastAPI
  • Next.js
  • Vercel

Next Steps

  1. 1Review your tailored project brief
  2. 2Get matched with an MCP integration specialist
  3. 3Discuss your requirements and receive a detailed proposal

The MCP advantage

Talk to your business. Get answers. Take action.

AI can connect to your real business systems, documents, databases, calendars, CRMs, support tools and internal apps, so your team can get information, create content, summarize activity and trigger approved workflows, all through natural language.

Example conversation

Permission-aware · actions need approval

Which invoices are over 30 days late?

Checked via MCP

  • accounting.list_invoices
  • crm.get_accounts

12 invoices are more than 30 days overdue, totalling $48,210. The three largest are below.

Acme Ltd · 41 days
$9,400
Globex Corp · 36 days
$7,950
Stark Industries · 33 days
$6,200

Suggested action: Draft reminder emails for all 12 accounts

Awaiting approval

Illustrative example. Your assistant answers from your own systems.

Build across platforms

Web, desktop and mobile apps for AI-powered solutions.

Whether you need a web application, a desktop tool or a mobile app, we'll help you find the right AI developer to bring your idea to life across every platform your team and customers use.

  • Modern, scalable technology
  • End-to-end development support
  • Beautiful, intuitive interfaces
  • Secure access to your existing systems

How it works

From idea to the right developer, without the guesswork.

Most AI projects stall before they start: unclear scope, the wrong kind of developer, or a stack nobody can maintain. We fix the first step.

  1. 01

    Scope it free

    Answer 10 plain-language questions about your goals, systems, data and timeline. No sign-up, no sales call.

    About 3 minutes

  2. 02

    Get your project brief

    See the developer type you need, a likely tech stack, the risks to plan for and a realistic first milestone. Share it or save it as a PDF.

    Instant

  3. 03

    Meet vetted developers

    Send us your brief and we introduce developers from our network who have shipped similar systems and fit your budget.

    Curated introductions

  4. 04

    Build with confidence

    Agree a detailed proposal with clear milestones. Start with a focused first release, then expand once it proves its value.

    Milestone-based delivery

Our talent

Specialists for every layer of the AI stack.

AI projects fail when a generalist is asked to do a specialist's job. Our network is organised by what developers have actually shipped, so your brief maps to the right expertise.

How we vet developers

Curated, not crowdsourced.

Every developer is reviewed before they join and after every engagement. You only meet people who have done this before.

  • Shipped AI in production

    We review real systems they have built and run, not certificates or demos.

  • Architecture interview

    A senior engineer probes design trade-offs, security, evaluation and cost.

  • Client references

    We speak with past clients about delivery, communication and reliability.

  • Ongoing delivery reviews

    Every engagement is reviewed, so the network stays strong over time.

Example projects

Real systems, built around how you already work.

Representative projects our developers deliver. Each one starts small, connects to existing tools and expands once it earns trust.

Scope something similar
  • Operations & finance

    Ask-your-business assistant in Slack

    Managers ask questions in Slack instead of waiting on weekly reports. Writes back only after approval.

    • Accounting
    • CRM
    • Google Drive
    • Slack
    Built by: MCP Integration SpecialistScope this
  • Home services

    After-hours booking voice agent

    Answers calls 24/7, books jobs into open slots and transfers urgent calls to the on-call technician.

    • Phone system
    • Calendar
    • CRM
    Built by: Voice AI EngineerScope this
  • Legal & HR

    Policy & contract knowledge assistant

    Staff get answers with citations to the exact clause, respecting who can see which documents.

    • SharePoint
    • Google Drive
    • Notion
    Built by: RAG & Knowledge Systems EngineerScope this
  • Accounts payable

    Invoice and purchase order processing

    Extracts, matches and posts supplier invoices automatically; exceptions go to a review queue.

    • Email
    • Accounting
    • ERP
    Built by: AI Workflow Automation EngineerScope this
  • Customer support

    Support reply copilot

    Drafts grounded replies inside the helpdesk; agents edit and send, and resolution times drop.

    • Helpdesk
    • Help centre
    • CRM
    Built by: Conversational AI DeveloperScope this
  • Field operations

    Field service app with voice job notes

    Technicians dictate notes on site; the app turns them into structured job reports and follow-ups.

    • Job management
    • Photos
    • Customer records
    Built by: AI Mobile App DeveloperScope this

Pricing

Free to scope. Clear when you build.

Scoping is always free. When you're ready to build, you get a fixed-price first milestone, so you never pay for open-ended discovery.

  • Free Scope

    Understand what you need before you spend anything.

    $0

    No sign-up needed

    • Tailored AI project brief
    • Recommended developer type
    • Likely tech stack and complexity
    • Risks to plan for
    • Shareable link and PDF
    Start Free Scope
  • Recommended

    Matched Build

    A vetted developer, a clear proposal and milestones you approve.

    Fixed-price milestones

    Quoted from your brief

    • Introductions to developers who fit your brief
    • Detailed proposal with scope and milestones
    • Fixed-price first milestone
    • Pay as each milestone is accepted
    • Code, credentials and IP are yours
    Get matched

  • Ongoing AI Team

    Keep improving once your first system is live.

    Monthly retainer

    Scale up or down monthly

    • Dedicated developer or small team
    • Roadmap, maintenance and monitoring
    • Evaluations and model upgrades
    • New integrations as you grow
    Talk to us

Ready to find the right AI developer?

Get a tailored project brief in about three minutes, then meet vetted developers who have built it before.

Start Free ScopeExplore MCP integrations