WAIrriors
ESLet's talk

Software engineering · data · AI

We put frontier technologyto work for society.

We turn software, data and artificial intelligence into useful, reliable solutions ready to improve services, organisations and decisions.

Tell us your challenge Explore our capabilities
A W-shaped technology sculpture connecting people and cities through a network of light
Madrid · Projects across Spain and remotelyFrom strategy to production with one team

Software

Data

Analytics

AI

Cloud

The starting point

Technology only creates value when people can put it to work.

Complexity usually appears between the presentation and the operation: systems that do not communicate, data people cannot trust and prototypes that never reach production.

WAIrriors brings strategy, engineering, data and artificial intelligence together to close that gap with a measurable, maintainable solution that fits its context.

Capabilities

A complete system.
No loose pieces.

We design every initiative as an operational product: technology, data, security, adoption and cost move forward together.

01

Software and digital products

Applications, portals, APIs and integrations designed around real processes and users.

  • Web & mobile
  • APIs
  • Modernisation
02

Data platforms

Ingestion, modelling, quality and observability that turn scattered sources into trusted information.

  • Data platforms
  • Pipelines
  • Governance
03

Advanced analytics

Metrics, forecasting, alerts and models that deliver the right information in time to act.

  • BI
  • Forecasting
  • Geoanalytics
04

Applied artificial intelligence

Assistants, semantic search and automation with evaluation, sources, permissions and human oversight.

  • GenAI
  • Agents
  • Evaluation
05

Architecture and industrialisation

Cloud, security, cost control, MLOps and LLMOps that turn prototypes into maintainable systems.

  • Cloud
  • MLOps
  • Observability

Outcomes

We build so that something changes.

01 Less manual work and fewer errors

02 Integrated, trusted information

03 Faster decisions and services

04 Prototypes turned into products

Use cases

Applied technology.
Real-world operations.

We connect software, data and artificial intelligence to turn operational signals into decisions and production-ready systems.

A web platform connected to data services, APIs and cloud deploymentWEB DEVELOPMENT / 01DEPLOYED / HEALTHY
Success story · Web development

01 / Digital platform

Web development turned into an operational platform.

Progressive applications with structured data, search, authentication and synchronisation. Performance, security and maintainability are built in from the start.

Web appsPWAData
A logistics network connecting demand forecasts, inventory, major distribution hubs and storesRETAIL & LOGISTICS / 02DEMAND → STOCK → CAPACITY → DISTRIBUTION
Use case · Retail and logistics

02 / Operational forecasting

Anticipate demand and place inventory and capacity where they will be needed.

We connect sales, seasonality, promotions, inventory, orders and logistics capacity to forecast by product, location and time horizon. The result guides replenishment, staffing, transport and space in major hubs before stockouts or excess costs emerge.

Demand forecastingInventoryLogistics hubs
A metropolitan network connecting public transport, electric vehicles, IoT telemetry and charging pointsMOBILITY / 03POSITION → PREDICT → CHARGE → OPTIMIZE
Use case · Mobility

03 / Connected mobility

Geopositioning and energy intelligence that keep every vehicle moving better.

We bring together real-time position, IoT telemetry, demand patterns and battery status to coordinate public transport and private fleets. The platform anticipates charging needs, assigns vehicles and adjusts routes through a shared operational view.

Geospatial analyticsVehicle IoTCharging prediction
An automated editorial system represented by audiovisual layers and a golden operational flowMEDIA / 04INGEST → TRANSCRIBE → EDIT → PUBLISH
Success story · Media

04 / Editorial operations

From scattered content to a continuous editorial workflow.

We designed a system that connects audiovisual ingestion, transcription, selection, editing and multi-format publishing. Automation reduces repetitive work while people retain control over the final result.

AutomationApplied AIOperations
A connected video game architecture represented as a strategic world of platforms and nodesVIDEOGAME / 05
Success story · Video games

05 / Connected experience

A game experience built to evolve.

A mobile architecture with progression, user identity, gameplay data and continuous deployment. A strong technical core enables rapid iteration without disrupting the player experience.

MobileBackendLive operations

How we work

From problem to production.
With clear decisions.

01

Understand

The problem, users, data, constraints and a shared definition of success.

02

Design

Fit-for-purpose architecture, explicit decisions and a milestone-based plan.

03

Build

Short cycles, demonstrations, testing and continuous validation.

04

Deploy

Integration, rollout, training and an operation ready to run.

05

Improve

Adoption, quality and impact measured to guide each next step.

Where we create value

Environments where
trust matters.

We work where integrating data, explaining decisions and sustaining operations matter just as much as building quickly.

A digital public-service ecosystem connected through shared infrastructure

01

Public sector

Digital services, interoperability, document automation, data platforms and analytics for public organisations.

  • Applications and portals
  • Data and dashboards
  • Knowledge assistants
  • Proofs of concept and scaling
A traceable data flow passing through control and verification layers

02

Regulated and data-intensive organisations

Modernisation, integration, analytics and AI with traceability, access control and visible operating costs.

  • Software and integrations
  • Data quality and governance
  • Human-controlled automation
  • Cloud and hybrid architecture

Consultancies and systems integrators

Specialists when the project needs them.

We strengthen proposals, own a specialist workstream, accelerate a deployment or solve a critical technical component with a clear scope and well-defined responsibilities.

Explore a partnership
The WAIrriors W symbol inspired by a warrior helmet

WAIrriors SL

Engineering with purpose.

We are a Spanish software engineering, data and applied artificial intelligence company. Small, senior teams solve complex problems with clarity, responsibility and speed.

01 Usefulness before novelty

02 End-to-end responsibility

03 Engineering with judgement

04 Measurable, controllable AI

Frequently asked questions

The essentials,
without the fine print.

Does WAIrriors only work with artificial intelligence?

No. AI is one capability among many. A reliable software foundation, integrated data and well-designed processes often come first.

Can you develop an end-to-end solution?

Yes. We can work from discovery and architecture through development, integration, deployment and continuous improvement.

Do you work with the public sector?

Yes. We collaborate with public bodies and systems integrators as a specialist supplier, subcontractor or technology partner.

Can you integrate a solution with our current systems?

Yes. APIs, interoperability and source integration are central to our work.

How do you control the quality of an AI solution?

We define metrics and evaluations, document limitations, monitor outcomes and add human oversight wherever the risk requires it.

Let's start with the problem

What do you need
to make work?

Tell us about the process you want to improve, the information you need to integrate or the initiative you want to bring into production.

contact@wairriorssl.site