Kit Digital is the Spanish government's flagship SME digitisation programme, funded through the EU NextGenerationEU recovery facility and administered by red.es. It hands out digital vouchers — "bonos digitales" — of between 2,000 and 29,000 euros so that self-employed workers and small-to-mid-sized companies can engage accredited "Agentes Digitalizadores" to deploy digital solutions for them. France has its equivalent in France Num, Germany has its patchwork of BAFA-adjacent schemes, Italy has the Transizione 4.0 tax credit — but Kit Digital is notable for the sheer volume of vouchers actually issued and for how concretely they translate into deployments.
The conventional use of the voucher is to buy Microsoft 365 seats, a HubSpot subscription, a CRM licence. What almost no one mentions is that the same money can fund a one-time on-premise AI deployment owned by the business, which keeps working after the grant has expired. That shift changes the economics of the programme dramatically.
Segments and amounts
Kit Digital distributes money across five segments by headcount:
| Segment | Headcount | Maximum amount |
|---|---|---|
| Segmento I | 10-49 employees | up to 12,000 € |
| Segmento II | 3-9 employees | up to 6,000 € |
| Segmento III | 0-2 employees (incl. self-employed) | up to 2,000 € |
| Segmento IV | 50-99 employees | up to 25,000 € |
| Segmento V | 100-249 employees | up to 29,000 € |
For a meaningful AI deployment — serious hardware, quality open-weight models, and real staff training — segments I, IV and V are the interesting ones. Segments II and III still buy useful components: a modest workstation, a specific process automation, a virtual-office tool with local transcription. You don't build an AI lab with 2,000 euros, but you fund a functional node that solves a real problem.
The math: SaaS vs local AI
This is where the thesis stands or falls. Take a Segmento I company with a 12,000 euro voucher and ten users who need AI assistance to draft documents, summarise contracts, translate correspondence and query internal knowledge.
Option A — conventional SaaS. ChatGPT Business costs roughly 25 € per user per month. Ten seats equals 250 € per month, or 3,000 € per year. The 12,000 € voucher buys four years of service. When it runs out the company either keeps paying 3,000 €/year out of its own pocket, or loses access. Every document — every draft, every client brief, every internal memo — has travelled through servers in the United States. Nothing tangible remains in the company.
Option B — on-premise local AI. A Mac Studio M3 Ultra with 256 GB of unified memory costs around 9,500 € including VAT. On it, Ollama or LM Studio runs open-weight models such as Gemma 4 27B at around 60 tokens per second — comfortable for ten concurrent users on realistic workloads. Add installation, integration with the corporate directory, a RAG index over the company's internal documents, and two days of on-site training for the team. Total: around 12,000 €. Fits the voucher exactly.
The difference four years later? Under Option A, the voucher is gone and the company is back to zero — keep paying or lose access. Under Option B, the company owns the machine that still works, has the in-house competence to operate it, and has zero recurring subscription. Hardware of this category typically stays in productive service for five to seven years. Over the remaining lifetime the company avoids another 3,000-9,000 € of SaaS fees it never had to sign up for.
The fair comparison must include maintenance. A light annual support contract — 1,500 to 2,500 € — covers model updates, security patching and incident response. If the business needs failover, a mirror node can be added in a second voucher cycle or out of pocket later. Even with maintenance, the cumulative saving against Option A is meaningful, and the business owns the asset at the end of it.
Which solution categories local AI can cover
Kit Digital doesn't subsidise "buying a server" in the abstract. It funds specific solution categories. The good news is that a local AI platform maps naturally to at least three of them:
Business Intelligence and Analytics. A local RAG over historical sales, inventory, and CRM data lets the team ask questions in plain language: "which northern clients bought product X in Q1 and haven't reordered?" No data exports, no external API. The query engine lives on the same network as the ERP.
Process Management. Local LLM agents automate incoming invoice classification, data extraction from PDF delivery notes, triage of support email. All on the LAN, nothing touches the public cloud. For an accountancy or a distributor, this translates into hours of employee time recovered every week.
Virtual Office. Local Whisper transcribes internal meetings without sending audio to any external service. An internal chatbot answers HR questions, internal protocol queries, product manual lookups. The model knows the company because it has been lightly tuned on its own documentation — not because some other company's infrastructure has seen the data.
Compliance advantages for Spanish PYMES
Local AI is not just cheaper long-term — it is regulatorily simpler. GDPR applies to any processing of personal data. When that data never leaves the client's LAN, the risk analysis the AEPD (the Spanish data protection authority) expects becomes dramatically lighter. There is no international transfer, no standard contractual clauses, no third-country adequacy assessment.
The EU AI Act, in force from August 2026, introduces transparency and governance duties for AI systems. Open-weight models deployed on-premise are auditable: you know the model, the version, the parameters. With opaque SaaS those answers depend on vendor goodwill, and change whenever the vendor updates its pipeline.
For regulated sectors — law firms, clinics, tax advisors, financial brokers — the difference between "our data sits in our own premises" and "our data sits with a contractual third party" is, quite simply, the difference between sleeping well and not sleeping.
Next steps
To apply for Kit Digital the basic process is: register on the Acelera PYME portal with a digital certificate, complete the digital-maturity self-assessment, apply for the voucher at red.es, wait for approval, and then contract with an accredited Agente Digitalizador from the official catalogue. The voucher has an expiry — normally six months from issue — so the solution should be decided before you apply.
When you talk to any Agente Digitalizador — Freshlab Iberia among them, once our adhesion is finalised — these are the questions worth asking: does the hardware and software remain the property of the business at the end? Are the models and code open, or is there lock-in to a specific vendor? If the relationship with the agent ends, does the system keep working? Is there real training for the internal team, or does everything stay in external hands? Is the deployment GDPR-compliant without international data transfers?
A good Agent answers yes to all five. If any answer implies "it depends on the vendor", the long-term economics look more like a disguised rental than an investment.
Kit Digital is a once-in-a-generation chance for Spanish SMEs to acquire real infrastructure rather than subscriptions that expire. Using it well means thinking in the five-to-seven year service life of the hardware, not in a four-year subscription.
If you want to assess whether your business fits a local AI deployment funded by Kit Digital, visit our Kit Digital page or take a look at how we structure a pilot project before you commit the voucher.