Independent data & AI readiness audit
Turn your AI spend into measurable savings.
Start with a 3-week audit of your data. We find where AI will save your team time and money, check your data can support it, and show your executive team what to do first.
Book a free AI assessment call25+years
in digital transformation, business intelligence and data analytics
4sectors
data audits in housing, aquaculture, conveyancing and retail manufacturing
UKand beyond
clients across the UK, the Middle East and Pakistan
01 / The problem
Most AI programmes don't fail at the model. They fail at the data.
01
Spend without results
You pay for AI tools, but no process has measurably changed.
02
Pilots that stall
Demos work on clean samples, then fall apart on real systems and messy data.
03
No clear plan
Leadership wants an AI strategy, but nobody can say which ideas are worth funding.
02 / What changes
From AI pressure to AI results
Know where AI pays off
Your top opportunities, ranked by the time and money they'd save.
A plan your board can approve
Clear priorities and a roadmap, grounded in your own data.
Hours back for your teams
Quick wins first, so value shows up early.
No wasted AI spend
Invest only where the value and the data both stack up.
03 / How we work with you
Start with the audit. Build when you're ready.
Step 1 · 3 weeks
Data & AI Readiness Audit
We review your data, interview your teams and play back ranked AI opportunities, quick wins and a roadmap to your executives.
You come away knowing which processes AI should tackle first, what each could save, and which data gaps need fixing. It's independent, so your board gets a clear view without vendor bias.
Step 2
Builder Workshop
We build your first quick win with your team, inside your own systems, so AI is proven on your work.
It's hands-on with the people who will use it. By the end, your team has a working solution on your own data and knows how to run it.
Step 3
Builds and ongoing support
We put AI into your daily workflows, then support and improve it as you grow.
Each build is a fixed-scope phase with clear outcomes, so you always know what you're getting. Governance, security and training are built in, and we stay on hand as your needs change.
Pricing is tailored to your organisation. We'll talk it through on your free call.
04 / Who's behind it
25 years of data work behind every audit
MedallionIQ is led by Abu Bakar Alvi, who has spent more than 25 years in digital transformation, business intelligence and data analytics. He has run data estate audits for social housing associations, aquaculture companies, residential conveyancing firms and retail manufacturers, and has worked with organisations across banking, defence and retail.
PMP · PMI-ACP
Selected work
Selected work · UK housing association
Compliance evidence for eleven statutory areas was spread across several systems. Abu led the assessment and specification, the client signed off the plan, and the solution was built against it under his delivery leadership.
BI & Analytics · Six sectors
Enterprise dashboards and data platforms for government and public bodies, banks, housing providers, energy and utilities, retail and telecoms, across the UK, Europe, North America, the GCC and Asia-Pacific. Work ranged from regulatory and audit reporting for banks to supply-chain visibility for retailers and network and billing analytics for telecoms.
AI agents · Aquaculture
A fish-health business needed faster answers from its data and less manual reporting. Abu designed a multi-agent AI assistant that answers questions about fish health from the company's own data, and automated its monthly fish-health reports from a modern data platform.
Client names withheld for confidentiality.
05 / Book your free assessment
Book your free assessment
A short call on your priorities and current AI use. We'll tell you honestly whether an audit makes sense for you. No obligation.
Loading the calendar…