— CASE STUDIES
/
Data & Analytics
/
UK Fund
Data & Analytics
PE-Backed
Assessing AI readiness and the underlying tech behind a data-driven business
The outcome: a clear read on the durability of the data moat and a prioritised, investor-ready AI roadmap.
CONTEXT
A data-as-a-service business, whose value rests on proprietary datasets and algorithmic models, was being assessed ahead of a transaction. The investor needed a clear view of the platform’s technology foundations, the durability of its data moat against AI-native competition, and where AI could add value without eroding defensibility. Palladium was engaged to deliver a combined technology and AI due diligence, translating the findings into a prioritised, investor-ready roadmap.
THE OUTCOME
- Reviewed the technology architecture, confirming a stable, well-performing platform while flagging tight coupling at the data layer.
- Assessed AI maturity, finding capability limited to ad hoc point solutions with no strategic roadmap to measure and scale adoption.
- Evaluated the data moat and AI disruption risk, confirming proprietary data and expert calibration as the core defensibility.
- Prioritised AI opportunities led by a governed ‘chat over data’ copilot and automation of unstructured-data workflows, with indicative costs.
- Recommended a shift to AI-native development and de-coupled data infrastructure to lift engineering velocity and protect margin.
OUR APPROACH
Text comes here
OUTCOMES
Digital performance assessed
Assessed digital acquisition and engagement performance, identifying over-reliance on branded search and low engagement across non-branded channels.
Customer behaviours mapped
Mapped customer segments and behaviours across digital and offline interaction patterns.
Competitive landscape analysed
Evaluated the competitive landscape to understand positioning and channel headroom.
Digital growth roadmap developed
Developed a prioritised digital growth roadmap balancing impact, complexity and cost.
Foundation for digital investment set
Provided a clear foundation for future digital investment enabling more informed decisions on channel strategy and operating model evolution.
GET IN TOUCH
If your business is experiencing challenges similar to those featured in our case studies, or if you’re seeking expert guidance on complex transactions and value creation, we’re here to help. Get in touch with us today to discuss your unique situation and discover how Palladium Digital can support your goals.
Clear
Digital performance baseline established
first comprehensive view of acquisition, engagement and channel reliance
Prioritised
Growth roadmap delivered
balancing impact, complexity and cost for pragmatic execution
Multi-segment
Customer behaviour mapping completed
Ongoing capability for rapid experimentation and deployment
PROJECT DETAILS
SECTOR
Data & Analytics
CLIENT
not disclosed
BACKER
not disclosed
SERVICES
Technology & AI Diligence
CAPABILITIES DEPLOYED
Technology & AI Diligence
MORE CASE STUDIES
Explore further work.
A selection of recent engagements across transaction advisory, growth strategy, AI deployment and commercial delivery.
CASE STUDY
Fashion & Luxury
Evidence & Assessment
Design & Delivery
Designing a future customer strategy and driving ecommerce growth for a luxury footwear brand
Customer strategy and ecommerce growth for a luxury footwear brand, delivering £1M+ in sales uplift through a rebuilt data foundation and a performance-focused marketing operating model.
CASE STUDY
Healthcare
Evidence & Assessment
Design & Delivery
Defining a digital strategy to enable growth for a physiotherapy and mental health provider
The work examined Ascenti’s full digital landscape, identified national and international growth opportunities and prioritised 38 targeted improvements to the digital experience.
CASE STUDY
Financial Services
Design & Delivery
Enabling group-wide scalable, technology-driven service delivery
Palladium conducted a comprehensive process baseline exercise across the group, mapping over 60 core and supporting client delivery processes end to end. Palladium defined five core transformative solutions and delivered a set of immediate practical improvements to stabilise day-to-day delivery
Speak to us
Whether you need transaction diligence, a growth strategy grounded in evidence, or a delivery team to execute - we are ready to help.