Timeline Guide 2026

AI Development Timeline

How long does AI development really take? AI adoption reduces time-to-market by 30%, but projects without clear timelines fail. Our guide shows realistic timelines for every project type.

Realistic Timelines · MVP in 4 Weeks · Clear Milestones · Based on Extensive Experience

Realistic Timelines for AI Projects

AI Development Timeline — Realistic Schedules — AI development timelines depend on project type, complexity, and integration depth. While an MVP is possible in 4 weeks, enterprise integrations require 12-24 weeks — realistic schedules. Founders who ship MVPs within 60 days have demonstrably higher fundraising success. This guide provides realistic timeframes for every project type. Choose AI Development Timeline — Realistic Schedules to accelerate your business with production-ready AI.

PoC / Starter
1-2 weeks
MVP Sprint
4 weeks
Custom Development
8-16 weeks
Enterprise Integration
12-24 weeks

Timelines by Project Type

Realistic schedules based on proven experience.

Starter Package: 1-2 Weeks

CRM automation, workflow automation, or PoC. EUR 2,000-6,000. Includes quick validation of your AI use case.

MVP Sprint: 4 Weeks

Working AI product with auth, database, and AI features. EUR 15,000-40,000. The fastest path to market.

Chatbot / AI Agent: 4-10 Weeks

LLM-based chatbot (EUR 8,000-30,000) or autonomous AI agent (EUR 20,000-60,000). Duration depends on integration depth.

Custom Development: 8-16 Weeks

Tailored AI software or web application. EUR 30,000-150,000. We deliver agile sprints with weekly demos.

Mobile App with AI: 8-12 Weeks

Native or cross-platform app with AI features. EUR 30,000-80,000. Built with React Native or Expo.

Enterprise Integration: 12-24 Weeks

Legacy modernization or enterprise API. EUR 30,000-100,000. Includes migration, testing, and compliance.

Frequently Asked Questions About Timelines

Yes. With a focused scope, modern tech stack (Next.js 16, Claude/GPT-5.3, Convex), and AI-assisted development, we deliver MVPs in 4 weeks. AI adoption reduces time-to-market by 30%.

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Free initial consultation — we estimate the realistic timeline for your AI project.