Enterprise AI Search · Swansea
Enterprise AI Search in Swansea
Search across everything a Swansea organisation holds — file shares, email, CRM, ticketing, intranet — with answers rather than a list of blue links. The hard requirement, and the one that sinks naive implementations, is that results must respect the permissions of the person searching, evaluated at query time.
Why this comes up
The problem
Information is spread across a dozen systems, each with its own search, most of them poor. People ask colleagues because that is genuinely faster than looking.
What you get
What we deliver
- Connectors to the systems that hold your content, not just the easy one
- Permission-aware indexing, with access evaluated per user at query time
- Answers with sources, alongside the underlying documents for people who want them
- Recency and authority weighting, so the current policy outranks the 2019 draft
- Search analytics — what is asked, what is found, what is abandoned
- A phased rollout by source, since connecting everything at once compounds every problem
Want this scoped for your business in Swansea?
Thirty minutes, no charge, no sales script. You leave with a written summary of what enterprise ai search would actually involve — whether or not you use us.
Working in Swansea
Wales
Swansea combines a large university and health board presence with a coastal tourism economy, and Welsh-language provision is a practical requirement on public-facing work rather than an optional extra.
Bilingual public-facing systems for institutional clients, and seasonal booking for the Gower tourism trade.
Sectors we work with in Swansea
- Higher Education
- Healthcare
- Manufacturing
- Tourism
- Public Sector
What we work with
Technologies and platforms
- Anthropic Claude
- Elasticsearch
- pgvector
- Microsoft Graph
- Python
Who we work with
Industries we serve
- Professional services
- Financial services
- Manufacturing
- Healthcare
- Public sector
Why us
Why Swansea businesses choose Asionis
- Projects typically launched within 4–8 weeks
- No long-term contracts required
- All team members UK-based
- Dedicated account manager and development team
- Transparent reporting with monthly performance metrics
- Scalable from startup to enterprise
How we work
- Step 1
Free consultation
A 30-minute call to understand the problem. You keep the written summary either way.
- Step 2
Proposal
Scope, timeline and a fixed price, in writing, before anything starts.
- Step 3
Build
Short cycles with regular check-ins, so you see progress rather than hear about it.
- Step 4
Launch and support
We handle the go-live and stay available afterwards.
Other services in Swansea
Looking for the full picture? See our Enterprise AI Search services, everything we do in Swansea or browse everything we do.
Enterprise AI Search in Swansea — common questions
- How are permissions handled?
- Access must be evaluated per user at query time, against the source system's own permissions. Indexing everything and filtering afterwards is the shortcut that leaks — and it leaks in the direction of showing people documents they were never meant to see.
- Which systems should we connect first?
- The one or two holding the content people actually hunt for. Connecting everything simultaneously means every permission model, every content quality problem and every connector quirk lands in the same week.
- How do we stop old documents dominating?
- Weight for recency and authority, and exclude archives from the default index. Search that treats a superseded 2019 draft as equal to current policy actively misleads, which is worse than the fragmented search it replaced.
- What does the analytics tell us?
- Where your information is missing or misfiled. Repeated searches that end without a click are the clearest signal you get about content gaps, and they cost nothing to collect once search is running.
- Do you work with businesses across Swansea?
- Yes. We are based in Leicester, United Kingdom and work with clients throughout Wales, including Swansea and the surrounding Swansea area. Most collaboration happens remotely, and we travel for kick-offs and key milestones.
- What kind of Swansea businesses do you usually work with?
- Bilingual public-facing systems for institutional clients, and seasonal booking for the Gower tourism trade. Beyond that we work across Higher Education, Healthcare, Manufacturing, Tourism and Public Sector.
- Do you cover the areas around Swansea?
- Yes — we work throughout Wales, including Cardiff, Newport. Swansea is an urban area of roughly 240,000+, and we take on work across the wider Swansea region rather than the city boundary alone.
Talk to us about Enterprise AI Search in Swansea
A 30-minute call with someone who would actually work on it. No sales script, no obligation.
- Projects typically launched within 4–8 weeks
- No long-term contracts required
- All team members UK-based
- Dedicated account manager and development team
- Transparent reporting with monthly performance metrics
- Scalable from startup to enterprise