Enterprise AI Search · Leeds
Enterprise AI Search in Leeds
Search across everything a Leeds 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 Leeds?
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 Leeds
Yorkshire & the Humber
Leeds is the largest financial and legal centre outside London and a major digital health hub, so compliance, audit trails and data handling tend to be first-order requirements here rather than afterthoughts.
Financial, legal and health clients dominate, so the work almost always carries compliance, audit and data-handling requirements from day one.
Sectors we work with in Leeds
- Financial & Legal Services
- Healthcare & Digital Health
- Retail
- Higher Education
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 Leeds 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 Leeds
Looking for the full picture? See our Enterprise AI Search services, everything we do in Leeds or browse everything we do.
Enterprise AI Search in Leeds — 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 West Yorkshire?
- Yes. We are based in Leicester, United Kingdom and work with clients throughout Yorkshire & the Humber, including Leeds and the surrounding West Yorkshire area. Most collaboration happens remotely, and we travel for kick-offs and key milestones.
- What kind of Leeds businesses do you usually work with?
- Financial, legal and health clients dominate, so the work almost always carries compliance, audit and data-handling requirements from day one. Beyond that we work across Financial & Legal Services, Healthcare & Digital Health, Retail and Higher Education.
- Do you cover the areas around Leeds?
- Yes — we work throughout Yorkshire & the Humber, including Sheffield, Manchester, York, Newcastle. Leeds is an urban area of roughly 800,000+, and we take on work across the wider West Yorkshire region rather than the city boundary alone.
Talk to us about Enterprise AI Search in Leeds
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