Case Studies Pelham Data Centre & GhostStack™
AI & Operational Intelligence

Pelham Data Centre
& GhostStack™

Turning Infrastructure into Intelligent Advantage

Client Pelham Data Centres
Platform GhostStack™
Sector Data Centre Operations
ROI Timeline 6 Months
Mature Annual Benefit £20M+
About

About GhostStack™

GhostStack™ is a unified operational intelligence platform developed by GhostStack Limited. Built by veterans of secure government and mission-critical technology environments, it fuses four core operational pillars into a single AI-enabled control layer.

GhostStack™ eliminates silos across infrastructure, estates, energy, finance and compliance, transforming complex environments into intelligent, self-optimising operational ecosystems.
Four Core Pillars

Asset Operations

Real-time monitoring, predictive maintenance and lifecycle governance

Facilities & Real Estate

Estate rationalisation, utilisation and cross-site visibility

Sustainability & ESG

Automated ESG reporting, energy optimisation and carbon scoring

Financial Operations

Integrated cost modelling, ROI transparency and cost-of-deferral analysis

The Challenge

From Day 1 Visibility to Full Operational Dominance

Pelham Data Centres operate a high-demand, high-availability environment where energy volatility, ESG scrutiny, manual workflows and fragmented financial oversight create significant operational drag.

Leadership requires more than incremental improvement. They need command-level visibility across performance, cost and carbon.

Leadership Mandate

Reduce operational cost. Improve resilience. Deliver measurable ESG progress. Fast.

Client Profile & Challenges
  • Large multi-site enterprise estate
  • Complex asset base
  • Rising energy costs
  • Reactive maintenance culture
  • Fragmented financial oversight
  • Energy volatility impacts margins
  • Zero downtime is non-negotiable
  • ESG scrutiny is increasing
  • Manual workflows create operational drag
  • Financial visibility across sites is fragmented
Leadership requires more than incremental improvement. They need command-level visibility across performance, cost and carbon.
The Intervention

Pelham Data Centres + GhostStack Limited

Pelham Data Centres, working alongside GhostStack Limited, deployed GhostStack™ across core data centre operations. The objective was clear — and the result was a live, AI-driven operational command centre across the estate.

Deployment Objectives
01

Move from reactive management to predictive control

02

Unify operational, financial and ESG intelligence

03

Create measurable ROI within the first six months

Deployment Focus

Real-time asset monitoring and predictive maintenance

Automated work order orchestration

Integrated financial cost modelling

Energy optimisation with real-time ESG scoring

Lifecycle governance with full audit traceability

Phase 1 — First 90 Days

Interpret, Integrate, Stabilise & Optimise

Within the first quarter, the combined Pelham + GhostStack™ model delivered measurable impact.

Energy~10%reduction
Water~15%reduction
Maintenance~12%cost reduction
Staffing~10%productivity uplift
Real Estate~8%utilisation optimisation

Example Financial Translation

40MW Data Centre Estate Model — £100M operational estate baseline

EnergyAssuming £20M annual spend£2M annualised saving
MaintenanceAssuming £15M annual spend£1.8M annualised saving
Staffing OptimisationAssuming £25M workforce cost£2.5M productivity value
Real Estate RationalisationAssuming £30M property cost£2.4M improvement
Indicative 90-Day Annualised Benefit£8–10M+ equivalent value unlocked

Double-digit energy savings driven by optimisation and anomaly detection

Reduced emergency callouts through predictive asset monitoring

Improved technician efficiency through AI prioritisation

Automated ESG reporting eliminating manual compliance overhead

Estimated 6-month ROI achieved. At this stage, GhostStack™ has paid for itself or is approaching breakeven. But this is only the opening act.
Phase 2 & Phase 3

Intelligent Optimisation & Mature State Performance

With data stabilised and workflows embedded, GhostStack's AI and financial modelling layers begin compounding gains — shifting from visibility to foresight, and ultimately to self-optimising operations.

Phase 2 — Intelligent Optimisation

Compounding Gains

  • Energy optimisation becomes continuous
  • Predictive maintenance reduced unplanned failure
  • Financial Operations quantified cost-of-deferral decisions and links to ROI
  • Sustainability & ESG recalculated real-time carbon impact, increasing regulatory scrutiny, compliance and wider ESG obligations
  • Estate rationalisation decisions became data-driven instead of political
Phase 3 — Mature State Performance

Self-Optimising Operations

AreaMature State Savings
EnergyUp to 36% reduction
WaterUp to 33% reduction
Maintenance CostsUp to 47% reduction
Staffing Efficiency15% uplift
Real Estate Optimisation12% reduction
Area (£100M baseline)Annual Saving
Energy (£20M baseline)£7.2M saved annually
Water (£5M baseline assumed)£1.65M saved
Maintenance (£15M baseline)£7.05M saved
Staffing (£25M baseline)£3.75M value uplift
Real estate (£30M baseline)£3.6M reduction
Indicative Mature Annual Benefit£20M+
Strategic Impact — For a large-scale data centre estate, this represents:
Multi-million-pound annual operating cost reduction
Reduced carbon exposure and improved ESG ratings
Improved SLA performance, uptime resilience and penalty avoidance
Deferred capital expenditure through lifecycle optimisation
Increased operating margin through cost transparency
Reputation and compliance risk mitigation
What Changed

Before vs. After Deployment

Before Deployment
  • Reactive incident management
  • Siloed financial and facilities data
  • Manual ESG reporting
  • Limited cross-site visibility
After Deployment
  • AI-guided predictive maintenance
  • Real-time cost-to-carbon transparency
  • Automated ESG reporting
  • Unified estate command centre
  • Closed-loop governance with full audit traceability
Day 90

You stop the bleeding.

Operational control re-established. Double-digit savings realised. GhostStack™ at or approaching breakeven.

Year 1

You gain control.

AI and financial modelling layers compound gains. Predictive operations replace reactive management.

Maturity

You operate like a digital utility.

Transformational reductions approaching 20%+ of estate operating cost. Self-optimising at every layer.

GhostStack™

turns operational drag into working capital

Inefficiency

converted into funding for transformation

Compliance

made automatic, not reactive

Executive Summary

Operational Drag into Working Capital

Through partnership with Pelham Data Centres and GhostStack™, clients transform complex infrastructure into an intelligent, performance-driven operating model. Within 90 days, double-digit operational savings were obtained. At maturity, transformational reductions approaching 20%+ of estate operating cost became achievable, with six-month ROI and compounding annual benefit.

90dTo double-digit savings
6moFull ROI achieved
£20M+Mature annual benefit
This customer now operates with:
  • Fewer faults.
  • Faster fixes.
  • Smarter spend.
  • Lower carbon.

Know more. Decide faster. Operate smarter.

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Discover how Pelham Data Centres and GhostStack™ can deliver measurable ROI across your estate — from day one to full operational maturity.

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