EDINBURGH · UNITED KINGDOM
AI Recommendation & Search Engines in Edinburgh
Recommendations built for Edinburgh — where fintech and data science teams set the pace. Midalaxy designs and ships ai recommendation & search engines for Edinburgh businesses that need production systems, not prototypes. We overlap the full UK working day and have shipped clinical-grade systems used in the NHS ecosystem.
semantic retrieval at scale
What Edinburgh teams get
- Conversion-weighted ranking models
- Natural-language semantic search
- Real-time vector retrieval (<50ms)
- Full MLOps: training → registry → serving
How we work with Edinburgh teams
TIME ZONES
Edinburgh and our Bangalore team share roughly 5 hours of overlapping business day. That is enough for a live standup and same-day decisions; anything outside it we handle asynchronously with written updates so nothing waits a full cycle.
DATA & COMPLIANCE
An AI system serving Edinburgh typically has to answer to the UK GDPR and the Data Protection Act 2018. In practice that means agreeing the lawful basis before a line of code, keeping processing records the ICO would accept, and logging automated decisions so they can be reviewed. We are engineers rather than your compliance counsel, so we build to the standard your legal team sets.
Edinburgh runs on fintech and data science teams, and that shapes what a first build should target. We scope one high-value use case and prove it against your numbers first; our clinical work already runs inside the NHS ecosystem, so regulated delivery is familiar ground.
FAQs — Recommendations in Edinburgh
What makes a recommendation engine convert?
Training on your real funnel: we weight models toward booking and verified-attendance events, not just clicks, so ranking optimizes revenue.
Can users search in plain English?
Yes — semantic search handles queries like “date night in Glasgow” via embeddings, returning relevant results in under 50 milliseconds.
Do you handle the ML infrastructure?
End to end: offline training data assembly, model training and registry, embedding stores and quantized production inference.
Do you work with companies in Edinburgh?
Yes — Midalaxy serves Edinburgh remotely with structured delivery: weekly demos, shared roadmaps and production handover. We overlap the full UK working day and have shipped clinical-grade systems used in the NHS ecosystem.
How do we start a recommendations project from Edinburgh?
Book a call or message us on WhatsApp. We scope your use case, propose a fixed milestone plan, and typically ship a working first version within weeks.
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