Data, AI & BI consultancy for growing UK businesses
Complex data.Confident decisions.
sqorvin helps independent businesses, restaurants and growing UK companies turn scattered spreadsheets and slow reporting into automated dashboards, trusted metrics and decisions you can act on today.
Founder-led delivery — every engagement is built and handed over by the person who did the analysis, not passed between account managers.
Illustrative product preview — not client data
- Actionable insights, not just charts
- Automated reporting that runs itself
- Dashboards your team will actually open
- Decisions backed by clean, trusted data
What we do
Five ways to make your data work harder
Each engagement starts from a business outcome, not a piece of software — the tools follow from what you're actually trying to achieve.
Data Analytics
Know what's actually driving your numbers.
We dig into your sales, operations and customer data to find the patterns that matter, so decisions are based on evidence rather than gut feel.
- Root-cause analysis on revenue, cost or churn questions
- Clean, well-documented data models you can build on
- Plain-English findings, not just spreadsheets
Power BI Dashboards
See performance in one place, updated automatically.
We design and build Power BI dashboards that replace manual reporting, so your team checks one live view instead of chasing five spreadsheets.
- Dashboards tailored to how your business actually operates
- Role-based views for owners, managers and staff
- Built for people who don't want to learn a BI tool
Reporting Automation
Get your week back from manual reporting.
We connect your data sources and automate the reporting pipeline, so weekly and monthly reports arrive on time without anyone copying and pasting.
- Automated data refreshes on the schedule you need
- Fewer manual steps, fewer copy-paste errors
- Reports that are consistent every single time
Machine Learning
Turn historical data into forward-looking answers.
Where the data supports it, we build forecasting and prediction models — demand, churn risk, staffing needs — that give you a head start, not a black box.
- Forecasting models scoped to a real business question
- Clear explanation of what the model can and can't tell you
- No model shipped without a plain-language sanity check
Data Strategy
A practical roadmap, not a 60-page slide deck.
For businesses without an in-house analytics function, we help define what to track, where data should live, and what to automate first.
- An honest assessment of your current data maturity
- A prioritised roadmap matched to your budget and team size
- Guidance on tools that fit a growing business, not an enterprise
The shift
From scattered spreadsheets to decisions you trust
Today
- Numbers live in five different spreadsheets that don't agree
- Reports take hours to put together, every single week
- Nobody fully trusts the figures in the meeting
- Decisions get made on instinct because the data is too slow
With sqorvin
- One connected data model as the single source of truth
- Dashboards that refresh automatically, on their own schedule
- Clearly defined metrics everyone agrees on and understands
- Answers ready before the meeting starts, not after it
Try it yourself
See what your data could look like.
Drop in a CSV or Excel export — sales, bookings, stock, whatever you already track — and watch a dashboard build itself in seconds. The same instinct behind every dashboard sqorvin builds, just self-serve.
- Works with any CSV or Excel export
- Runs entirely in your browser — nothing is uploaded to a server
- Takes about ten seconds, no sign-up needed
Independent restaurant group, London
The challenge
Three sites, three separate tills, and a manager manually rebuilding a sales spreadsheet every Monday morning before anyone could see how the week had gone.
What we did
- Connected till and booking data into a single Power BI model
- Built a daily dashboard covering sales, covers and labour cost
- Automated the Monday report that used to take half a day
~85%
estimated cut in time spent on manual reporting*
~4 hrs
estimated time saved per week, across three sites*
Daily
visibility instead of weekly, after the fact
*Illustrative estimates only, not measured results from a real client — modelled on the "used to take half a day" detail above. This will be replaced with a genuine, permissioned case study as soon as one exists.
How we work
A simple, transparent process
No black-box engagement — you know what's happening at every stage, from first call to handover.
Discover
A short, focused conversation about how your business runs today, what decisions you're trying to make, and where the current reporting falls short.
Connect & Clean
We connect your existing data sources — POS, spreadsheets, booking systems, accounting software — and clean it into a model that's actually trustworthy.
Analyse & Build
We analyse the data for what matters to your business, then build the dashboards, reports or models that answer your specific questions.
Deliver & Improve
You get a walkthrough, documentation, and a plan for what's next — plus ongoing support to refine dashboards as your business changes.
Why sqorvin
What that actually means in practice
Clarity over complexity
Every dashboard and report is built to be understood by the person using it, not just the person who built it.
Commercial thinking
We start from the business question, not the tool. The analysis exists to support a decision, not to look impressive.
Tailored, not templated
No generic dashboard packs. What we build is shaped around how your business actually operates day to day.
Accessible communication
Findings are explained in plain English first, with the technical detail available if and when you want it.
Practical implementation
We care about what gets used after handover, not just what looks good in a first demo.
Shubham Mane
Founder, sqorvin
About sqorvin
sqorvin was founded by Shubham Mane, who holds an MSc in Data Science and works hands-on across Python, SQL, Power BI and machine learning.
Shubham's background spans business reporting and software development, which shapes how sqorvin approaches every engagement: analysis that's technically sound, but built to be genuinely usable by the people running the business — not just the person who built it.
sqorvin exists because independent businesses and growing companies rarely have the budget for an in-house data team, but deserve the same clarity that larger companies get from theirs.
Based in London, working with clients across the UK.
Questions
Frequently asked questions
Let's talk about your data.
Book a free, no-pressure consultation to walk through what's slowing your reporting down — and what a clearer version could look like.