Production, not pilots
We scope to a measurable business outcome and a live system — not a proof-of-concept that never leaves the lab.
AI engineering & infrastructure partner
Intelligence,
engineered for production.
Spiral helps ambitious companies move from AI pilots to systems that earn their keep. Strategy, custom models and the GPU infrastructure to run them — designed, built and operated by one senior team.
- 08
- Practice areas, one accountable team
- 0
- Vendor lock-in — you own weights, code & data
- EU
- Based in Spain · GDPR & AI Act aware
- 24/7
- Managed operations for what we ship
The shift
We spent years shipping software for clients. Now we ship intelligence.
Spiral started as a hands-on software and IT consultancy. That engineering discipline — scoping tightly, delivering on time, supporting what we build — is exactly what most AI initiatives are missing.
Today we focus entirely on AI: from the board-room decision of where to invest, down to the rack, the power budget and the prompt-injection test suite. One partner, from thesis to hardware.
Capabilities
Eight practices. One stack.
Engage us for a single practice or the whole path — every layer is designed to work with the others.
Approach
From thesis to throughput.
- 01
Assess
Two to four weeks. We map opportunities against your data, risk and economics, and tell you plainly where AI will and won't pay back.
- 02
Architect
Reference architecture, model and hosting choices, security posture and a costed roadmap your finance team can defend.
- 03
Build
Senior engineers ship in short, measured increments. Every model ships with an evaluation suite, not a slide.
- 04
Operate
Monitoring, retraining, cost control and incident response — or a clean handover to your team with full documentation.
Infrastructure
Compute is strategy. Own it deliberately.
Whether you need a private inference cluster, a sovereign training environment or a hybrid that keeps sensitive data on-prem, we design it around your workloads — then source, commission and run it.
- —Capacity & TCO modelling: cloud vs. colo vs. on-prem
- —High-density racks, power and liquid cooling design
- —GPU fabric networking: InfiniBand & RoCE
- —Vendor-neutral component procurement & lead-time management
- —Commissioning, burn-in and managed operations
Why Spiral
Built for the people who sign the cheque.
You own everything
Code, weights, datasets, prompts and runbooks are yours. We are model- and vendor-neutral by design.
Security from day zero
Threat modelling, red teaming and data governance are built into every engagement, not bolted on at the end.
Economics you can audit
Every recommendation arrives with a cost model — tokens, GPUs, headcount — so ROI is a number, not a hope.
Senior by default
You work directly with the engineers who design and build your system. No junior bench, no hand-offs.
Sovereign & compliant
EU-based, GDPR-native and ready for the AI Act — with on-prem and private-cloud options when data can't leave the building.
Engagements
Ways to work with us.
2–4 weeks
AI Readiness Sprint
A fixed-fee diagnostic: opportunity map, data audit, risk review and a costed 12-month roadmap.
Most requested
Build Program
A dedicated senior squad delivering a defined system — model, harness, integration and infrastructure — against agreed milestones.
Ongoing
Fractional AI Leadership
A retained Head of AI / Chief AI Architect for your leadership team, vendor negotiations and governance.
SLA-backed
Managed AI Operations
We run the models, pipelines and clusters we build: monitoring, retraining, security patching and capacity planning.
Contact
Let's talk about what's at stake.
Tell us about the initiative. A senior engineer — not a sales rep — will reply within one business day to arrange a confidential briefing. NDAs welcome.
- Emailinfo@spiralguru.com
- Phone(+34) 613 032 361
- WhatsAppMessage us
- BaseSpain · serving clients across the EU & beyond