Standing out with end-to-end AI and data solutions since 2016
We rewire how organisations work with AI
Starting from first principles: what you are trying to achieve, how decisions get made, where value gets lost. AiRE rolls AI out across the organisation you already have. Labs builds custom AI-powered software when nothing off the shelf will do. We will tell you honestly which you need, including neither.
For PE funds, portfolio companies and mid-market leadership. From a free diagnostic to £150k+ builds, one transparent ladder.
In five weeks, a working agent on your stack, your team building it with us.
01What we do
Two engines. One principle
Everything starts from what you are trying to achieve. Most organisations need AiRE first. Some go straight to Labs. We will tell you which, honestly.
Deploy AI through the organisation you already have
AI working properly inside the stack you already run: Microsoft 365, Google Workspace, your CRM, the systems your teams live in. From AI experiments to AI operations.
Readiness Diagnostic
3 minutes
AiRE Diagnostic
From 2 weeks
First Agent
5 weeks
AiRE Rollout
Ongoing
Custom AI-powered software, working in weeks
A working prototype in 4 to 6 weeks. Not a slide deck. Not a roadmap. If it proves value we scale it into your operating model.
Labs Discovery
4 to 6 weeks
Labs Build
3 to 6 months
The AiRE Diagnostic ends with an honest recommendation: roll out, build, buy, or wait. When the answer is build, Labs takes over.
The work in practice
Industries we know deeply
Our Labs methodology works across sectors, but domain expertise accelerates everything. These are the industries where we've built lasting partnerships.
Financial Services
Asset managers, hedge funds, accountancies, IFAs, and fund administrators.
Retail & Consumer
Grocers, supermarkets, and high street brands.
Private Equity
Deal teams and portfolio companies.
Industrial
Manufacturing, logistics, and process-heavy operations.
SaaS & Tech
Recurring revenue businesses and platform companies.
Public Sector
Government departments and national security.
Don't see your industry? Our Labs approach applies to any sector with complex, high-value processes. The methodology is universal, only the domain knowledge changes.
From custom builds to standalone products
Some solutions we build prove so effective they graduate from bespoke client work into generalised products. These are data platforms we now offer as our own SaaS solutions, refined through real-world use.
RetailCube
Commercial analytics for retail: pricing, range and promotion optimisation, born from FTSE 100 engagements
MeetingIQ
AI-powered meeting intelligence for PE executives and dealmakers: turn interactions into actionable insights with CRM integration
ContractCube
Contract intelligence platform: extraction, analysis and risk identification, refined across thousands of deals
02Why us
We start from first principles, not from the technology
Your business is an information system. We study how decisions get made, how data flows, where value gets lost. Then we build the systems your teams actually use.
Systems thinking is back
Understand your operating model. Find where data, analytics and AI create advantage, and defend against competitors who are already using them against you.
AI closes the gap between strategy and software
We use AI to build software faster through rapid prototyping. And we build AI into the tools themselves: from understanding large datasets to agentic systems that take action.
Value lives in working systems, not slide decks
Practical tools that improve your operating model, grounded in the critical processes that matter to your organisation. Software that gets used daily, not presented quarterly.
The four steps to turn your data into value
Understand how you actually operate
We map your operating model: processes, information flows, decision points, the gaps. A real understanding of how value gets created and where it gets stuck.
Find where better data creates value
What data is missing, late, or siloed? We identify the opportunities worth pursuing and ignore the ones that only look good on slides.
Design the right solution
Buy, integrate, or build? We design what fits, including telling you when you do not need us; no bias towards custom builds.
Build and embed
We build systems that fit into how you actually work, then embed them in your operating model. Working products in weeks.
Bigger than a freelancer. Sharper than the Big Three.
You have competitors knocking on both sides. The big consultancies dazzle with analysis but rarely ship software. The flood of solo operators can build, but have no team, track record or accountability behind them.
The big consultancies
McKinsey, Bain, BCG
Genuinely strong at strategy, analysis and persuasion.
- Hand you a deck, rarely working software
- Implementation thrown over the wall to IT or a third party
- Large, often junior teams on high day rates, slow to value
- Generic playbooks; value projected, not proven
QuantSpark
The challenger consultancy
- Strategy and working software, from one accountable team
- Working systems in weeks, not slideware in months
- More than a decade and 100+ engagements, FTSE 100 to government
- You own the code and the IP; results tracked, not assumed
Solo operators and freelancers
The barrage of one-person pitches
Cheap, fast and willing to have a go.
- One person, no team or infrastructure behind the build
- No track record, no case studies, no credibility
- A single point of failure, gone when you need support
- Can ship a tool, but not the strategy around it
Strategy without software is just advice. Software without strategy is just code. We do both, and have for more than a decade.
Weighing up OpenAI, Anthropic, Palantir or an independent partner? We wrote an honest comparison.
Read: choosing a forward-deployed AI partner03Proof
Proof, not promises
Systems built. Value delivered
QuantSpark modernised a Clinical Research Organisation's deal origination with a GenAI-augmented lead scoring system, reducing outreach time from weeks to minutes and projecting over $120M in increme…
DataControl Platform is QuantSpark's web application for PE firms: one place to collect, validate, visualise and sign-off portfolio data. One platform, one source of truth, fewer spreadsheets.
A heavy industrial manufacturer was losing £4m a year to unplanned downtime. We deployed predictive maintenance models on their existing sensor data and built operations dashboards their plant managers actually use.
Figures are drawn from completed QuantSpark engagements. Clients are anonymised by agreement; on a call we will walk you through how each number was measured and, where the client has agreed, put you in touch with a reference.
In their words
What clients say
QuantSpark helped us to develop our demand forecasting tool at Acqua & Sapone, enabling the change management needed to move away from a manual ordering process. Their solution gave the buying team clear visibility of model performance and the practical tools to fine-tune predictions — particularly around promotional periods. It was an excellent example of a pragmatic approach to analytics, that will drive real operational value. We are in the process of rolling the tool out more widely.
Paul Archer
Data Science Director, TDR Capital
Demand forecasting at Acqua & Sapone
Award-winning work
How we work with your data
UK registered company
QuantSpark Limited, incorporated in England and Wales
Your data stays in your systems
Client-side data residency by default
You own the code and the IP
Full ownership of everything we build for you
GDPR-aligned delivery
Data protection built into how we work
Don't take our word for it. Ask our work.
Every answer comes from a real, documented QuantSpark engagement: nothing invented, nothing embellished. Ask what you are wrestling with and we will show you the proof, right here.
Built with the same applied-AI approach we deliver for clientsOr browse every case study
04Who we are
About QuantSpark
Trusted since 2016
More than a decade of working software for FTSE 100, Fortune 500 and government organisations.
The founder
Adam Hadley CBE
Founder
Adam Hadley CBE founded QuantSpark in 2016. He is driven by a conviction that the real prize of AI is its diffusion across the whole economy: not a handful of frontier labs, but the companies and governments that run the country learning to work in fundamentally better ways. The value of AI lives in working systems, not slide decks, and the right place to start is first principles of what an organisation is trying to achieve, not the technology itself.
That systems-thinking view shapes how QuantSpark works to this day. We treat a business as an information system, understand how it actually operates, and build the tools teams use every day.
The team
Around 70 people: strategists, data scientists, engineers, designers and operators, delivering working software for ambitious organisations.
05Start
One transparent ladder
Every engagement starts small and earns the next step. Book a discovery call and we will tell you where to start, honestly.
Readiness Diagnostic
Ten questions. A scored readiness band and an honest diagnosis. No follow-up unless you ask.
- Scored readiness band
- Plain-English diagnosis
- Recommended next step
AiRE Diagnostic
A short list of AI bets ranked by value, feasibility and risk, a recommended roadmap, and an honest read: roll out, build, buy, or wait.
- Ranked AI bets
- Value and feasibility scoring
- Recommended roadmap
- Honest build / buy / wait call
First Agent
A production-candidate agent, live on your own stack in five weeks, built with your team so you leave owning both the agent and the ability to build the next one.
- One core workflow mapped (week 1)
- One production-candidate agent on your stack
- Your people building alongside us
- Runbook, eval harness, code and IP, all yours
AiRE Rollout
Fractional AI implementation across your existing stack. From AI experiments to AI operations.
- Tool deployment on your stack
- Team enablement
- Governance and guardrails
- Monthly reviews and Slack support
Labs Discovery
A working prototype on your data, in your workflow. Not a slide deck. Validated value and a scale roadmap.
- Process and data mapping
- Working prototype
- Validated value case
- Scale roadmap
Labs Build
An enterprise-grade system embedded in your operating model. You own the code and the IP.
- Production build
- Integration and embedding
- Team handover
- 12 months support
Every project is scoped individually. Book a discovery call and we will provide a detailed proposal within 48 hours.
Frequently asked questions
Everything you need to know about working with QuantSpark
How is QuantSpark different from traditional consulting firms?
What does a typical Labs engagement look like?
Do you only work with large enterprises?
What technologies do you use?
How do you measure ROI?
What happens after the prototype is built?
Do you provide ongoing support?
How quickly can you start?
Still have questions?
Contact us at contact@quantspark.comReady to build something that realises value?
Start with a discovery call. We'll show you how to turn strategic intent into working systems, with measurable outcomes, not assumed ones.
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