Executive summary
El País confirms top Spanish banks are already running agentic AI in production. Roadmap for mid-sized institutions that refuse to lose share in 2026.
El País reported in May 2026 that Banco Sabadell, CaixaBank and Costa Cruceros are already deploying agentic AI in real operations. Spanish banking has moved from piloting to executing. Mid-sized institutions that keep waiting will lose share to players that automate onboarding, support and collections without friction.
From generative to agentic
Generative AI drafts emails. Agentic AI reasons, decides and executes. In banking that means qualifying the customer, requesting documents, validating them, opening the product and notifying the human relationship manager only when it adds value.
Risks of waiting until 2027
- Rising cost-to-income ratio while market cost per interaction keeps dropping.
- Higher acquisition cost: the bank that answers in seconds wins.
- Talent burnout from repetitive workloads.
- Regulatory exposure under the EU AI Act without proper logging.
60-day action plan
- Pick one measurable process: account opening, payment reminder, incident handling.
- Deploy a voice agent pilot and measure handle time, NPS and cost per interaction.
- Set up logging, consent and warm handoff to humans.
- Review at 30 and 60 days. If KPIs improve, scale to a second product line.
FAQ
Does agentic AI replace the relationship manager?
No. It handles the repetitive workload and prepares the human conversation when it adds value.
Is it compliant with the EU AI Act and GDPR?
Yes, with explicit consent, full traceability and EU-hosted data.
How long does a serious pilot take?
Between 4 and 8 weeks, not months.
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Written by
José María Lozano is CEO and co-founder of IACall, a Spanish company building AI voice agents that answer phone calls in real time. He works mainly with law firms, accountancy practices, property managers, estate agents, clinics and workshops: businesses where a missed call is a missed opportunity. IACall operates in Spanish, Catalan and Galician, with data hosted in the EU and compliance with GDPR and the EU AI Act.