BigQuery Consulting · Edinburgh
BigQuery Consulting in Edinburgh
BigQuery advice for Edinburgh organisations, where the pricing decision is worth calculating rather than assuming. On-demand charges for what you scan and reserved capacity charges for compute you hold — and the crossover between them depends on your usage pattern, not on which sounds more sophisticated.
Why this comes up
The problem
Reserved capacity was purchased on the assumption it would be cheaper, and utilisation runs at a fraction of what was committed.
What you get
What we deliver
- Actual usage measured before any pricing commitment is made
- The crossover calculated for your pattern rather than taken from a general rule
- Reservations sized and assigned per workload where capacity is committed
- Storage costs separated from query costs, since they behave very differently
- Expensive queries identified, as a small number usually dominate the total
- A review cadence agreed, because the right model changes as usage grows
Want this scoped for your business in Edinburgh?
Thirty minutes, no charge, no sales script. You leave with a written summary of what bigquery consulting would actually involve — whether or not you use us.
Working in Edinburgh
Scotland
Edinburgh is a financial capital with a strong data science community, and the festival economy creates extreme seasonal load patterns that booking and ticketing systems here have to survive every August.
Financial services and data-led work, plus seasonal systems that have to absorb enormous August load without falling over.
Sectors we work with in Edinburgh
- Financial Services
- Technology
- Tourism
- Higher Education
- Data Science
What we work with
Technologies and platforms
- BigQuery
- Google Cloud
- dbt
- SQL
Who we work with
Industries we serve
- Retail
- Media companies
- Technology companies
- Marketing agencies
- Financial services
Why us
Why Edinburgh 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 Edinburgh
Looking for the full picture? See our BigQuery Consulting services, everything we do in Edinburgh or browse everything we do.
BigQuery Consulting in Edinburgh — common questions
- How do we work out the crossover?
- From your own query history. The platform records bytes processed per query, so the on-demand cost of a representative month is calculable — and comparing that against the price of capacity that would serve the same workload gives you an answer rather than an opinion.
- Why does reserved capacity disappoint?
- Because it is bought on peak requirements and paid for continuously. A workload that is heavy for four hours a day and idle otherwise pays for the idle time too, and unless that capacity is shared with other work the utilisation makes the economics unattractive.
- Is storage a significant cost?
- Rarely, relative to querying. Storage is inexpensive and long-untouched data is cheaper still, so the instinct to delete history to save money usually addresses the smaller number while the scanning behaviour that dominates the bill continues unchanged.
- How often should this be revisited?
- At least annually, and whenever usage changes materially. Organisations grow into and out of the reserved model as workloads shift, and a decision that was correct two years ago is frequently costing money now — reviewing it is a short exercise with a direct financial answer.
- Do you work with businesses across City of Edinburgh?
- Yes. We are based in Leicester, United Kingdom and work with clients throughout Scotland, including Edinburgh and the surrounding City of Edinburgh area. Most collaboration happens remotely, and we travel for kick-offs and key milestones.
- What kind of Edinburgh businesses do you usually work with?
- Financial services and data-led work, plus seasonal systems that have to absorb enormous August load without falling over. Beyond that we work across Financial Services, Technology, Tourism, Higher Education and Data Science.
- Do you cover the areas around Edinburgh?
- Yes — we work throughout Scotland, including Glasgow. Edinburgh is an urban area of roughly 540,000+, and we take on work across the wider City of Edinburgh region rather than the city boundary alone.
Talk to us about BigQuery Consulting in Edinburgh
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