AI Analytics · Cambridge
AI Analytics in Cambridge
Letting Cambridge 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 Cambridge?
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 Cambridge
East of England
Cambridge has the densest deep-tech and biotech cluster in the country, so briefs here are frequently technical from the first conversation and the interesting problems are rarely the obvious ones.
Deep-tech and biotech clients bring genuinely technical briefs, often involving data pipelines, instrumentation or research tooling.
Sectors we work with in Cambridge
- Technology
- Life Sciences
- Research
- Higher Education
- Biotech
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 Cambridge 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 Cambridge
Looking for the full picture? See our AI Analytics services, everything we do in Cambridge or browse everything we do.
AI Analytics in Cambridge — 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 Cambridgeshire?
- Yes. We are based in Leicester, United Kingdom and work with clients throughout East of England, including Cambridge and the surrounding Cambridgeshire area. Most collaboration happens remotely, and we travel for kick-offs and key milestones.
- What kind of Cambridge businesses do you usually work with?
- Deep-tech and biotech clients bring genuinely technical briefs, often involving data pipelines, instrumentation or research tooling. Beyond that we work across Technology, Life Sciences, Research, Higher Education and Biotech.
- Do you cover the areas around Cambridge?
- Yes — we work throughout East of England, including Norwich, Milton Keynes, London, Northampton. Cambridge is an urban area of roughly 150,000+, and we take on work across the wider Cambridgeshire region rather than the city boundary alone.
Talk to us about AI Analytics in Cambridge
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