AI Startup Development Agency Fixed Pricing

SpeedMVPs builds production-ready AI products for startups in 2-3 weeks on fixed-price, fixed-scope packages — no hourly billing, no invoice surprises.

15+

AI/ML Engineers

2-3

Weeks to Delivery

18+

MVPs Shipped

100%

Code Ownership

What We Deliver with AI Startup Development Fixed Pricing

Fixed-Price Package Structure

Single upfront quote covers discovery, engineering, QA, and deployment — no add-on fees for meetings or revisions within scope
Scope document signed before work starts: features, integrations, and acceptance criteria defined so cost cannot drift
Milestone-based payment schedule tied to demo-ready deliverables, not time spent
Change requests priced transparently as discrete line items, never buried in a revised hourly burn

Scope Control and Risk Management

Pre-build technical audit identifies third-party API constraints (rate limits, token costs, latency) before they affect your budget
LLM inference cost projections included in every quote so you know monthly operating costs before committing
Hard scope boundaries enforced via weekly written scope-check summaries sent to the founder directly
If an in-scope feature proves technically infeasible, SpeedMVPs proposes an equivalent alternative at no extra charge

What Fixed Pricing Includes End-to-End

Full-stack AI product engineering: Next.js frontend, Node or Python backend, vector database (pgvector or Pinecone), and LLM API integration
Senior engineer assignment (no juniors, no account-manager layer) so you communicate directly with the person writing the code
Deployment to Vercel, AWS, or GCP with CI/CD pipeline, environment configs, and post-launch 30-day bug-fix coverage
Source code, documentation, and IP transferred 100% to the client at handoff — no licensing lock-in or retainer required

Frequently Asked Questions

The fixed price covers everything in the signed scope document: product design, full-stack engineering, LLM and API integrations, QA testing, and deployment to your cloud environment. It also includes 30 days of post-launch bug fixes for any defects against the agreed acceptance criteria. Anything outside the scope document is quoted separately as a discrete change request before any extra work begins.

Before the first sprint, both parties sign a scope document that defines features, acceptance criteria, and explicit exclusions. Throughout the build, we send weekly scope-check summaries flagging any requests that would change the defined output. If a founder wants to add a feature mid-project, we scope it, price it, and get written approval before touching it — no surprise line items appear at invoice time.

Yes. We separate the one-time build fee (always fixed) from the ongoing LLM inference costs (which depend on usage). Before quoting, we model your expected query volume and token footprint to give you a projected monthly operating cost range. The development fee does not change based on how many API calls occur during the build — that risk sits with SpeedMVPs, not you.

Most AI MVPs — including a working RAG pipeline, LLM-powered features, user authentication, and cloud deployment — ship in 2 to 3 weeks from scope sign-off. More complex products involving multiple model integrations, custom data pipelines, or regulated data handling typically land in the 4-6 week range. We quote the timeline alongside the price so you have both numbers before committing.

It rarely happens because our pre-build technical audit catches API limitations and feasibility issues before the contract is signed. If something unforeseen surfaces during the build, we propose a functionally equivalent alternative at no extra cost rather than billing for the failed attempt. You get the outcome the feature was meant to deliver, not a revised invoice explaining why the original idea did not work.

Trusted by Global Companies Building AI Products

We've helped startups and enterprises worldwide transform their AI ideas into production-ready MVPs in 2–3 weeks. From fintech platforms to AI assistants, our global MVP development services have launched 18+ AI products serving users across the US, Europe, and Asia.

What We've Done for Them→

Portfolio: AI Products Built for Global Startups

From content platforms and AI assistants to analytics dashboards and fintech solutions—see how we've transformed ideas into production-ready MVPs in 2-3 weeks across diverse industries. Each product launched successfully, serving users globally.

UseArticle

AI-powered content creation and management platform that helps teams produce high-quality articles at scale.

AgentHi

Intelligent virtual assistant that streamlines customer support and automates routine business tasks.

StatsHub

Comprehensive analytics dashboard providing real-time insights and data visualization for businesses.

Harimaxx

Personal fitness companion with AI-driven workout plans and nutrition tracking for optimal health.

Vaga

Smart travel planning app that curates personalized itineraries and local experiences.

FoodScan

Nutrition analysis app that scans food items and provides detailed nutritional information instantly.

MyJobReach

Job matching platform connecting talented professionals with their dream opportunities.

TravelGram

Social platform for travelers to share experiences, discover destinations, and connect globally.

SuperStatz

Advanced sports statistics platform delivering in-depth analysis and performance metrics.

Cashbook

Simple expense tracking and budgeting app that helps users manage their finances effortlessly.

TypeFast

Typing speed improvement platform with gamified lessons and real-time performance tracking.

Easy Loan

Streamlined loan management system that simplifies borrowing and lending processes.

Explore Related Content

Discover more services, technologies, case studies, and resources

Service

AI-Powered MVP Development

Launch a production-ready AI MVP in just 2-3 weeks. Our team blends rapid prototyping with enterprise-grade AI/ML engineering to validate your idea, attract investors, and win early customers.

Service

LLM App Development

Build production-grade LLM-powered applications — from document Q&A and copilots to multi-step agents and AI workflows. We handle model selection, prompt architecture, RAG, and the full engineering stack.

Blog

AI MVP Cost in 2026: What Founders Should Expect to Pay

What does an AI MVP actually cost in 2026? Real ranges, the seven factors that move the number, and how to avoid paying for scope you don't need yet.

Technology

Hire Lovable Developer

Ready to Build Your MVP?

Schedule a complimentary strategy session. Transform your concept into a market-ready MVP within 2-3 weeks. Partner with us to accelerate your product launch and scale your startup globally.