AI transformation partner · Manchester, UK
Cut the cost of manual work — measurably.
Query Gem helps UK manufacturers, healthcare providers, professional firms and SMEs save time and reduce costs with AI automation, AI agents and custom software — starting with a clear, fixed-price assessment, not a leap of faith.
Based in Manchester · Security-first delivery · Plain-English advice
Fixed‑price
Assessment first, not a leap of faith
Human‑in‑loop
Checkpoints where they matter
UK GDPR
Built in from day one
Who we help
Built for the way your sector actually works.
We specialise in organisations where manual processes quietly eat margin.
Sound familiar?
If any of this sounds familiar, we should talk.
Repetitive admin
Skilled people spending hours on copy-paste work between systems.
Slow reporting
Decisions waiting days for numbers someone has to compile by hand.
Disconnected systems
CRM, ERP and inboxes that don’t talk, so people are the glue.
Knowledge locked away
Answers that exist somewhere, if only anyone could find them.
Rising overhead
Headcount growing faster than revenue just to keep up with process.
Error rework
Manual steps creating mistakes that cost twice: once to make, once to fix.
The difference
The manual way vs. the Query Gem way.
Same processes, two very different working days. A qualitative comparison — your actual figures come out of the assessment.
Illustrative comparison of typical ways of working — not a guarantee of results.
Everyday task
The manual way today
With Query Gem
Reporting
Someone compiles numbers by hand; decisions wait days.
Reports assemble themselves; the number is ready when you are.
Data entry
The same figures re-keyed across three systems.
Entered once, flowing correctly, with an audit trail.
Customer response
Enquiries queue until a person is free to reply.
Routine questions answered instantly; people handle the judgement calls.
Error handling
Mistakes found late, fixed twice, at double the cost.
Validation up front, with human review where it counts.
Scaling up
More volume means more headcount just to keep pace.
Volume grows without overhead growing at the same rate.
What we do
Five ways we simplify work.
Every engagement starts with understanding the problem — never with the technology.
Not sure where to start? Start with certainty.
Our fixed-price AI Assessment maps your processes, finds the highest-return opportunities, and gives you a business case you can take to the board — whether or not you build with us.
AI Automation
Skilled people doing robotic work? We automate the repetitive flows between your systems — with human checkpoints where they matter.
AI Agents
Assistants that answer customers, search your knowledge and support your team — trained on your business, governed by your rules.
Custom Software
Portals, dashboards and internal systems built around your process — including the legacy system everyone fears touching.
Cloud & DevOps
AWS/Azure foundations, CI/CD and monitoring that make everything you run reliable and scalable.
Systems Integration
Microsoft 365, CRM, ERP and accounting connected properly — data flowing once, correctly, with an audit trail.
Measurable by design
Three numbers every engagement reports.
We don’t claim a percentage before we’ve measured your process. Instead, every pilot is judged against the same three figures — established during your assessment.
- hrs / week
Hours returned
Skilled time handed back to your people each week, measured before and after the pilot
- error rate
Accuracy gained
The change in mistakes and rework once validation and checks are built into the flow.
- payback
Payback period
How long until the saving covers the cost — forecast in the assessment, then tracked for real.
How we work
A method you can hold us to.
01
Discover
A 30-minute conversation about where time and money leak. No pitch.
02
Assess
A fixed-price study of your processes, with a prioritised, costed roadmap.
03
Pilot
One high-return process, automated and measured. Proof before scale.
04
Deliver
Full implementation with training, documentation and security built in.
05
Improve
Quarterly reviews that measure results and find the next win.
Security and compliance are part of every step — not an afterthought. We work with UK GDPR obligations from day one.Read about our security approach.
In practice
What this looks like in practice.
Illustrative example
A demonstration of our method, not a named client engagement.
A regional manufacturer’s quality team spent hours each week re-keying inspection results from paper to spreadsheet to ERP. In an engagement like this, our assessment would map that flow, quantify its cost, then pilot an intelligent document-processing step that posts results directly to the ERP with human review. Success is defined the same way every time: hours returned, error rate down, payback measured against the assessment’s forecast.
Paper inspection results
Re-keyed from clipboard to spreadsheet to ERP, hours each week.
01
Extracted & checked by AI
Document intelligence reads and validates each record.
02
Human review where it counts
Anything below the confidence threshold goes to a person.
03
Posted to ERP, measured
Hours returned, error rate down, payback tracked against forecast.
04
When our first client engagements complete, measured results will appear here — with permission, and never before.
Try it yourself
Put numbers on the opportunity.
Calculate your AI ROI
Answer five questions about your team and processes; get an honest estimate of the time and cost you could recover.
How many people handle repetitive admin each week?
AI Readiness Assessment
Ten minutes, scored across process, data, team and systems. See where you stand and what to fix first.
Knowledge Centre
Learn before you spend.
Guides written for decision makers — plain English, no hype, no gate where it doesn’t earn it.
Guide
A plain-English guide to AI automation
What it is, what it is not, and how to tell whether your business has a use for it.
Guide
How to build the business case for automation
The arithmetic a finance director will accept — and the claims to avoid.
Guide
Choosing your first process to automate
Why the busiest bottleneck usually is not the right first pick — and what is.
FAQs
Fair questions, straight answers.
What does a Discovery Consultation involve?
Thirty minutes, free, on a call. You describe where time and money leak; we tell you honestly whether AI or automation can help, what it would involve, and what a sensible first step looks like. No pitch deck.
What is the AI Assessment?
A fixed-price study of your processes. We map the manual work, quantify its cost, and deliver a prioritised roadmap with a business case for each opportunity — yours to keep, whoever you build with.
Do we need to be “ready for AI”?
No. Most useful automation starts with ordinary process problems. The readiness assessment shows what, if anything, needs fixing first — often it’s less than feared.
What’s the difference between AI automation and AI agents?
Automation removes repetitive flows between systems (documents, approvals, reporting). Agents are assistants that answer, search and act — for customers or your team. Most clients eventually use both.
Is AI safe enough for business-critical processes?
With the right design, yes: human checkpoints, confidence thresholds, audit logs and fallbacks. We don’t put unreviewed AI decisions into critical paths.
Who is Query Gem?
A UK AI automation and digital transformation consultancy based in Manchester, serving Manufacturing, Healthcare, Professional Services and SMEs. A consulting firm that happens to build AI — not an AI company selling consulting.