Top AI Agents Development Company in Spain

Automate operations with AI agents built by a Spain-focused team. We design, develop, and deploy autonomous AI agents that connect to your tools, orchestrate workflows, and handle complex tasks end-to-end.

Development Partner

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Why Choose Our AI Agents Development Services in Spain?

What our AI agent engagement in Spain delivers

AI agent engagements in Spain build multi-step, tool-using agents — not chatbots. Agents plan, call APIs, read and write data, and act on behalf of a user across a defined set of tools. We design the action space carefully (which tools, what guardrails, what happens on failure), then build evaluation suites that test real agent runs end-to-end. The output is an agent your team can trust to operate without supervision on a defined workflow.

What is included

  • Agent task scoping: action space, success criteria, and failure modes
  • Tool design: which APIs, databases, and services the agent can call
  • Orchestration with frameworks like LangGraph, OpenAI Agents SDK, or custom loops
  • Memory and state management across multi-step runs
  • Evaluation harness with golden runs, regression tests, and human review
  • Production guardrails: spend limits, action blocklists, audit trails, and rollback

Out of scope

  • Single-turn LLM chatbots (covered by AI MVP and AI development engagements)
  • Autonomous agents with unbounded action space — we always define a tool budget
  • Robotics or embodied agents
  • Multi-agent systems without a clear coordination model

Best fit for

Operators automating high-volume internal workflows (support triage, data enrichment, research, reporting) and founders building products where the agent IS the product. Agent engagements are the right shape when the user is delegating, not chatting.

Why build your AI Agents Development project for Spain with SpeedMVPs?

AI agents are not chatbots. For Spain teams, SpeedMVPs builds multi-step, tool-using agents that plan, call APIs, read and write data, and act on a user's behalf across a defined toolset. We design the action space carefully — which tools, what guardrails, what happens on failure — then build evaluation suites that test real runs end-to-end. The result is an agent Madrid teams across Europe can trust to operate without supervision on a defined workflow.

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.

  • Multi-step, tool-using agents that actually act for Spain users — built with LangGraph or the OpenAI Agents SDK.
  • A carefully bounded action space and a tool budget, so the agent is trustworthy rather than unpredictable.
  • End-to-end evaluation: golden runs, regression tests, and human review before anything reaches production.
  • Production guardrails — spend limits, action blocklists, audit trails, rollback — and async delivery across your Europe hours.
  • 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.

View All Services

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 Automation Discovery

We map your current processes, tools, and bottlenecks to identify where AI agents can create the highest leverage.

02

Agent & Workflow Design

We design the agent architecture, data flows, guardrails, and integrations required to safely automate your operations.

03

Prototype & Pilot Agents

We build and test a pilot set of AI agents on a limited scope so you can validate impact quickly with real users and data.

04

Full Rollout & Integrations

We connect agents to your CRMs, ERPs, and SaaS stack, then roll them out across teams with proper monitoring and access controls.

05

Monitoring & Continuous Optimization

We monitor agent performance, retrain models, and tune workflows to keep your automations reliable, safe, and cost-efficient.

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 Agents Development in Spain

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

A production agent for Spain teams typically runs $30,000 to $80,000, depending on the number of tools and the strictness of guardrails. Pricing is quoted in USD ($30k-$80k) and can be invoiced or converted to EUR on request. SpeedMVPs scopes the action space up front, so the price covers the agent, its evaluation suite, and its safety rails — not an open-ended experiment.

Most agents ship in 3-5 weeks. SpeedMVPs starts by scoping the action space and success criteria, designs the tools, then builds orchestration, memory, and an evaluation harness. A Madrid team gets an agent that handles a real multi-step workflow under guardrails inside about a month.

You get agent task scoping (action space, success criteria, failure modes), tool design defining which APIs and services the agent can call, orchestration with LangGraph or the OpenAI Agents SDK, memory and state management, an evaluation harness with golden runs and human review, and production guardrails — spend limits, blocklists, audit trails, rollback — so Spain teams can delegate, not babysit.

Agent reliability depends on action-space design and evaluation discipline that's hard to hire for in Spain. SpeedMVPs brings that experience as a senior team working async across the Europe day, and ships a guardrailed, tested agent in weeks. You get an agent you can trust in production without a long internal ramp.

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.

Spain has some of Europe's most digitized banks — BBVA and Santander have been AI pioneers. The opportunity is in the broader ecosystem: fintech startups, regtech, and AI tools that serve these banks' digital transformation. We build products that meet Spanish banking regulations (Bank of Spain oversight), EU payment services requirements, and can integrate with open banking APIs.

Spanish companies are relationship-oriented and value personal rapport — expect more initial meetings and discussions before signing. However, once engaged, they move fast and are highly collaborative. The market is cost-effective compared to Germany or the Netherlands, and Spain's growing AI ecosystem (especially around the AESIA sandbox) makes it increasingly attractive for AI product launches.

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.