AI Analytics · Belfast
AI Analytics in Belfast
Letting Belfast teams ask questions of their data in plain English instead of queuing for the analyst. The danger is specific and easy to miss: a system that answers confidently in fluent prose will produce a wrong number in exactly the same tone as a right one, and nobody checks.
Why this comes up
The problem
Every question needs an analyst. Simple requests wait days, people give up and decide from memory, and the same query is written from scratch each time.
What you get
What we deliver
- A defined metric layer, so revenue means one thing rather than four
- The generated query shown alongside the answer, making it checkable
- Scope limited to modelled tables rather than pointed at raw systems
- Accuracy tested against questions whose answers are already known
- Permissions enforced at the data, not in the prompt
- Known limits stated plainly, since users assume anything asked can be answered
Want this scoped for your business in Belfast?
Thirty minutes, no charge, no sales script. You leave with a written summary of what ai analytics would actually involve — whether or not you use us.
Working in Belfast
Northern Ireland
Belfast has a substantial fintech and cyber security sector, and businesses trading here deal with a distinct regulatory position post-Brexit that affects goods moving between Northern Ireland, Great Britain and the Republic.
Fintech and security-accredited systems, plus trading platforms that handle the specific customs position on goods.
Sectors we work with in Belfast
- Fintech
- Cyber Security
- Film & Media
- Manufacturing
- Higher Education
What we work with
Technologies and platforms
- Anthropic Claude
- PostgreSQL
- Power BI
- dbt
Who we work with
Industries we serve
- Retail
- Financial services
- Professional services
- Logistics
- Healthcare
Why us
Why Belfast 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 Belfast
Looking for the full picture? See our AI Analytics services, everything we do in Belfast or browse everything we do.
AI Analytics in Belfast — common questions
- Can it be trusted?
- Only with the query visible. The failure mode is not an error message, it is a plausible number produced from a subtly wrong join or filter, delivered with complete assurance. Showing the generated SQL turns an act of faith into something a person can verify.
- Why is a metric layer necessary first?
- Because natural language questions assume shared definitions the data does not have. Asked for revenue, the system must know whether that is net of returns, VAT and cancellations. Without that agreed centrally, two people ask the same question and get different answers.
- How do we stop it exposing the wrong data?
- By enforcing permissions in the database rather than instructing the model to behave. Prompt-level restrictions are guidance, not controls. If a user's credentials cannot reach salary data, no phrasing of a question will retrieve it.
- Does it replace our dashboards?
- No, and treating it as a replacement disappoints people. Dashboards answer the recurring questions everyone needs; this handles the one-off follow-up that would otherwise become a ticket. They work well together and badly as substitutes for one another.
- Do you work with businesses across County Antrim?
- Yes. We are based in Leicester, United Kingdom and work with clients throughout Northern Ireland, including Belfast and the surrounding County Antrim area. Most collaboration happens remotely, and we travel for kick-offs and key milestones.
- What kind of Belfast businesses do you usually work with?
- Fintech and security-accredited systems, plus trading platforms that handle the specific customs position on goods. Beyond that we work across Fintech, Cyber Security, Film & Media, Manufacturing and Higher Education.
- Do you cover the areas around Belfast?
- Yes — we work throughout Northern Ireland, including Lisburn, Bangor, Newry. Belfast is an urban area of roughly 345,000+, and we take on work across the wider County Antrim region rather than the city boundary alone.
Talk to us about AI Analytics in Belfast
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