Reports

White papers and research

Long-form analysis and reference material from our work with clients in financial services, retail, private equity and the public sector.

AI at Scale in a Regulated World

AI at Scale in a Regulated World

Compliance is the floor; orchestration is the control layer that keeps pace with AI as it scales. Why regulated businesses must move from policy-led oversight to continuous, orchestration-led AI governance, and how to build it before regulators demand the evidence.

14 pages
Strategic Space Mastery

Strategic Space Mastery

Poor space decisions quietly erode retail margin at scale, yet the interplay between teams, data systems and customer behaviour is routinely underestimated. This white paper sets out how a unified macro and micro space strategy, underpinned by machine learning, turns store layouts from a source of revenue leakage into a durable competitive advantage.

16 pages
The AI Inflection Point in Accounting, Advisory and Audit

The AI Inflection Point in Accounting, Advisory and Audit

A 90-day action plan for partners, advisory leads and heads of practice. AI adoption in accounting jumped from 9% to 41% in a year. The firms capturing the upside are not the ones with the best tools; they are the ones scoring each service line, governing tightly and redeploying released capacity.

14 pages
Why Pharma Organisations Need Systems Thinking to Scale AI

Why Pharma Organisations Need Systems Thinking to Scale AI

Pharma is spending billions on AI, yet fewer than one in ten has scaled it. Technology is no longer the constraint. This paper sets out why value leaks at the system level, and how life-sciences leaders move from pilot success to portfolio impact within 12 to 18 months.

16 pages
Effective Data Integration: the $100m opportunity

Effective Data Integration: the $100m opportunity

How QuantSpark partnered with a $3bn franchisor to trace revenue leakage worth roughly 10 per cent of annual sales, and built the business case for an integration platform to capture a $100m opportunity.

8 pages
Building AI into your Operating Advantage

Building AI into your Operating Advantage

A small group of UK developers, contractors, owners and facilities management operators is using AI to compress reporting cycles, cut energy spend and protect margin. This QuantSpark white paper sets out where the value is, and how to capture it.

14 pages
Harnessing AI to Accelerate Innovation

Harnessing AI to Accelerate Innovation

QuantSpark's strategic approach to evaluating and implementing AI coding tools: where the gains are real, where the risks sit, and how to roll them out so they augment developers rather than replace them.

8 pages
Optimising for uncertainty: turning supply chains from pain points to value creators

Optimising for uncertainty: turning supply chains from pain points to value creators

A QuantSpark case study on turning supply chains from a pain point into a value creator. During global disruption we rebuilt a premium fashion retailer's stock planning at SKU level, delivering a $3.8m net gain, over $12m in working capital and 30% more factory capacity.

8 pages
Solving clearance stock build-up

Solving clearance stock build-up

How QuantSpark built a custom clearance tool for a retailer, pairing workflow automation with SKU-level predictive markdown modelling to cut clearance execution from up to 90 minutes to 5 and unlock a £3.5m annual profit uplift opportunity.

8 pages
Introduction to Analytics for Business Leaders

Introduction to Analytics for Business Leaders

QuantSpark's plain-English guide to high-impact analytics deployment, and why effective analytics is your value creation strategy. A blueprint for CEOs and business leaders on leading data initiatives that deliver rapid, measurable return.

20 pages
The Separation Event: Augmented Firms vs. Exposed Firms

The Separation Event: Augmented Firms vs. Exposed Firms

The corporate world is splitting in real time between firms that have embedded AI in their operating model and those still paying full price for human bottlenecks. A rigorous, evidence-led case for closing the execution gap, and why it matters now.

14 pages

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