Top AI Development Agency in Spain

Transform your business with cutting-edge AI solutions. Our Spain-based AI development team delivers intelligent applications, machine learning models, and automation solutions in weeks, not months.

Development Partner

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Why Choose Our AI Development Services in Spain?

What our AI development engagement in Spain delivers

Our AI development engagements in Spain go beyond "wrap an LLM in a chat box." We design AI features around a specific workflow your users already perform — drafting, reviewing, classifying, summarizing, routing, deciding — then build the smallest end-to-end system that measurably improves it. That includes prompt engineering, retrieval setup, evaluation harnesses, guardrails, and the boring infrastructure (caching, rate limiting, logging) that separates an AI demo from an AI product.

What is included

  • AI workflow design: identifying the highest-leverage task to automate or augment
  • Model selection across OpenAI, Anthropic, Google, Mistral, and open-source options
  • Retrieval-augmented generation (RAG) setup with vector storage and chunking strategy
  • Prompt and fine-tuning iteration with documented evaluation criteria
  • Production guardrails: PII filters, output validation, rate limits, fallback paths
  • Observability: token usage, latency, model output logs, and quality dashboards

Out of scope

  • Custom foundation-model training from scratch (rarely the right call for MVPs)
  • On-prem GPU infrastructure provisioning
  • Pure data labeling services without engineering integration
  • Unbounded chat UIs without a defined workflow

Best fit for

Operators and founders with a workflow they already understand deeply — a specific document type, a recurring decision, a noisy data stream — and want AI to compress it. AI development is most valuable when the problem is specific and the success metric is concrete.

Why build your AI Development project for Spain with SpeedMVPs?

AI is only useful when it improves a workflow your Spain users already perform — drafting, reviewing, classifying, routing, deciding. SpeedMVPs builds AI features around that real task, not a chat box: prompt engineering, retrieval (RAG), evaluation harnesses, and the guardrails and observability that separate a demo from a product. Teams from Madrid across Europe get a measurable improvement to a specific workflow, with the infrastructure to keep tuning it.

If you are building from Spain, you do not just need code — you need a team that understands your market, your compliance landscape, and the fastest path to validated demand.

  • AI built around a real Spain workflow — RAG, evals, guardrails — not an unbounded chat UI with no success metric.
  • Model-agnostic selection across OpenAI, Anthropic, Google, Mistral, and open source, picked on cost and quality for your task.
  • Production plumbing included: PII filters, output validation, rate limits, caching, and quality dashboards.
  • Async delivery across the Europe timezone with one senior team accountable for the whole feature.
  • Leverage Spain's AI regulatory sandbox (AESIA) to test products in a supervised environment
  • Build for Europe's most digitized banking market (BBVA, Santander ecosystem)
  • Full GDPR and EU AI Act compliance with AEPD-level data protection
  • Access tourism and renewable energy AI verticals from Barcelona and Madrid

Regulatory and compliance landscape in Spain

Spain operates under EU GDPR with the AEPD (Agencia Española de Protección de Datos) as the data protection authority — one of Europe's most active, having issued some of the largest GDPR fines. The EU AI Act applies directly. Spain was the first EU country to establish an AI regulatory sandbox (AESIA), launched in 2024, allowing companies to test AI systems in controlled environments before full market deployment. The LOPDGDD (Ley Orgánica de Protección de Datos y Garantía de los Derechos Digitales) adds Spanish-specific provisions to GDPR.

AI market in Spain

Spain's tech sector is growing rapidly, with Barcelona and Madrid as dual hubs. Barcelona has a strong startup scene around Mobile World Congress and the 22@ innovation district. Madrid is the enterprise and financial center. Spain offers a lower cost base than northern Europe while maintaining EU market access. The government is investing EUR 600M+ in AI through the National AI Strategy (ENIA). Tourism, banking, energy, and logistics are key AI adoption verticals.

Key industries for AI adoption in Spain

  • Tourism & hospitality (Amadeus, Meliá — personalization, dynamic pricing, operations AI)
  • Banking & financial services (Santander, BBVA — one of Europe's most digitized banking markets)
  • Renewable energy (Iberdrola, Acciona — wind/solar optimization, grid management)
  • Logistics & transportation (Inditex supply chain, port operations, fleet management)
  • Healthcare (public health system modernization, telemedicine, hospital management)
  • Real estate & construction (PropTech, building management, urban planning)

Tech ecosystem and business environment in Spain

Barcelona and Madrid together form Spain's tech corridor. Barcelona's 22@ district is a major startup hub, and the city attracts international talent with quality of life and lower costs than London or Paris. Madrid is the enterprise and government market. Spain's AI regulatory sandbox (AESIA) is a unique advantage — companies can test AI products in a supervised environment. VC activity is growing with JME Ventures, Kibo Ventures, and Nauta Capital active locally.

Spanish business culture values relationships and personal rapport. Enterprise sales involve relationship-building alongside technical evaluation. The market is increasingly digital-forward — BBVA and Santander are among Europe's most innovative banks. Spanish-language capability is important for consumer products and government contracts. The lower cost base compared to Northern Europe makes Spain an attractive launchpad for EU-market products.

We plan collaboration with overlap in the Europe/Madrid timezone for faster decisions and smoother delivery.

You get senior execution with clear scope and predictable pricing (EUR)—often a cost advantage versus building a full in-house team before you have validated demand.

18+

AI MVPs Delivered

Production-ready products launched across industries

2–3 Weeks

Typical Delivery

Fast turnaround from concept to launch

15+

Senior Engineers

Hands-on builders working directly with you

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.

Uneecops logo
UniqueSide logo
Vaga AI logo
Listnr AI logo
Statshub logo
Crework Labs logo
AgentHi logo
Quickmail logo
SuperStatz logo
Startupgrow logo
Typefast AI logo
Uneecops logo
UniqueSide logo
Vaga AI logo
Listnr AI logo
Statshub logo
Crework Labs logo
AgentHi logo
Quickmail logo
SuperStatz logo
Startupgrow logo
Typefast AI logo
Uneecops logo
UniqueSide logo
Vaga AI logo
Listnr AI logo
Statshub logo
Crework Labs logo
AgentHi logo
Quickmail logo
SuperStatz logo
Startupgrow logo
Typefast AI logo

Results we have shipped for teams like yours

These are real AI MVPs we have delivered in 2–3 week sprints for startups and product teams. The same senior team leads work on projects for clients in Spain.

From Compassion to Code: How a 2-Week AI MVP Unleashed a Non-Profit's Fundraising Superpower

Non-Profit2 Weeks

Outdated donor tracking systems, sluggish communication tools, and fundraising campaigns that relied more on goodwill than modern engagement strategies.

It feels like going from bicycle to spaceship overnight. This wasn't just technology—this was amplified compassion, multiplied at scale.Niswarth Foundation Team, Non-Profit Leadership
View more AI MVP case studies

From Inbox Triage to Calendar Magic: How a 3-Week AI Virtual Assistant MVP Cut a B2B Founder's Admin Time by 78%

Productivity SaaS3 Weeks

VeloraAssist's founder had eight pilot customers who all wanted the same thing — an AI EA that could read email context, suggest replies, and book meetings — but every off-the-shelf tool either lacked context or leaked it. They had three weeks before a YC interview and no time for a 90-day build.

We replaced two contract EAs and our calendar still looks better than it did before. The first-draft acceptance rate is what sold our YC partner.Founder, VeloraAssist
View more AI MVP case studies

A small senior team, not a faceless agency

SpeedMVPs is led by hands-on builders who have shipped dozens of AI products across SaaS, fintech, non-profit and internal tooling. You work directly with the people designing and implementing your MVP, not a rotating bench.

Every engagement includes clear documentation, architecture notes, and handover so your own team in Spain can take over smoothly after the first launch.

This approach helps demonstrate real experience and accountability for buyers and search engines evaluating vendors in Spain.

Our Services

Comprehensive AI development services including MVP creation, enterprise software solutions, intelligent automation systems, and custom AI-powered tools designed to accelerate business growth.

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Rapid MVP Development Process

Our proven methodology accelerates MVP development from concept to launch. Leveraging Next.js, React, and Python frameworks, we deliver production-ready solutions with transparent communication, fixed pricing, and direct developer collaboration. Successfully executed across 18+ global startup launches.

Innovate With Us
01

AI Strategy Consultation

Book a call with our AI experts to discuss your vision. We'll explore your AI requirements and identify the best approach for your project.

02

AI Solution Design

Get a comprehensive AI solution architecture. We'll design the AI models, data pipelines, and integration points for your specific use case.

03

Rapid AI Development

Our AI engineers build your solution using cutting-edge technologies. Machine learning models, neural networks, and intelligent automation delivered fast.

04

AI Deployment & Testing

Your AI solution is deployed, tested, and optimized for production. Includes model validation, performance tuning, and quality assurance.

05

AI Support & Optimization

Ongoing AI model monitoring, retraining, and optimization to ensure peak performance and continuous improvement.

What Sets Us Apart

Distinguished by our commitment to: accelerated time-to-market, upfront cost transparency, seamless developer collaboration, and enterprise-grade infrastructure engineered for exponential scaling.

2–3 Week Delivery

Production-ready AI products in 2–3 weeks — real applications, not demos. 18+ shipped on schedule.

2–3 Week Delivery

Direct Developer Access

Talk straight to the engineers building your product — faster decisions, fewer misunderstandings.

Direct Developer Access

Fixed Price, No Surprises

Full cost upfront — no hourly billing, no scope-creep invoices. What we quote is what you pay.

Fixed Price, No Surprises

Modern Tech Stack

React, Next.js, TypeScript, Node.js and Python — deployed on AWS and Vercel with Docker and CI/CD.

Modern Tech Stack

Scalable Architecture

Cloud-native, with smart caching and on-demand scaling — from your first users to millions.

Scalable Architecture

Weekly Progress Demos

See exactly what's built every week — real demos, not slide decks. Course-correct early.

Weekly Progress Demos

Frequently asked questions about AI Development in Spain

Key details on pricing, timelines, offshore collaboration, and the tech stack we use for AI MVPs.

A scoped AI feature for Spain teams typically runs $30,000 to $80,000, depending on retrieval complexity and integration surface. Pricing is quoted in USD ($30k-$80k) and can be invoiced or converted to EUR on request. SpeedMVPs prices the workflow, not an open-ended research project, so you know the cost before evaluation and guardrail work begins.

Most AI feature builds ship in 3-5 weeks. SpeedMVPs spends the first days defining the model task and evaluation criteria, then builds retrieval, prompts, and guardrails against that benchmark. A Madrid team usually has a measurable, production-ready AI feature inside a month.

You get AI workflow design, model selection across major providers, RAG setup with vector storage and chunking, prompt and fine-tuning iteration with documented evals, production guardrails (PII filtering, output validation, rate limits, fallbacks), and observability dashboards for token usage, latency, and output quality — everything that makes an AI feature trustworthy for Spain users.

Senior AI engineers are scarce and expensive to hire full-time in Spain. SpeedMVPs gives you a proven AI team for the length of the build, working async across the Europe day, with evaluation and guardrail experience you'd otherwise spend months recruiting for. You ship a real feature instead of running a hiring pipeline.

Spain's AESIA is the EU's first AI regulatory sandbox — it allows companies to test AI systems under supervised conditions before full deployment. We can build your AI MVP to participate in the sandbox, which provides regulatory guidance, reduces compliance uncertainty, and signals credibility to enterprise buyers. This is a significant competitive advantage for AI products targeting regulated industries.

Yes. We build fully localized Spanish products with proper i18n, including Latin American Spanish variants where needed. For AI-generated content, we ensure natural, culturally appropriate Spanish output. Spanish is one of the best-supported languages in major LLMs, so NLP quality is consistently high across use cases.

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.