Cases & Insights · Work and thinking in one place

The AI Factory in practice.

Client stories from live engagements and perspectives from the Panamoure partner team. PE diligence, AI build, managed services, enterprise transformation. Every case carries a measured outcome. Every insight is grounded in production experience.

Case · Advise · PE Diligence

Mapping a multi-business-unit technology estate at speed

PE-backed portfolio group. Six business units. Nine structured deliverables. ~£400k licence wastage identified.

Read the case study →
Case · Transform · Bespoke Build

An AI-first redesign of facility management operations

Facility management client. 900+ housekeeping staff, ~80 UK hotel sites. Real-time mobile workforce platform.

Read the case study →
Case · Transform · GenAI

Bespoke GenAI model drives strategic tech investments

Blue-chip communications consultancy. End-to-end discovery, build, and adoption.

Read the case study →
Case · Extend · D365 Managed Service

Offshore D365 managed service reduces costs by over 50%

FTSE 250 business. Resourcing cost cut by more than half. Performance gains stacked on top.

Read the case study →
Case · Transform · GenAI

AI cuts product creation time by 80% for an e-commerce platform

PE-backed distribution group. Staffing cost down 50%. Description creation 80% faster.

Read the case study →
Case · Transform · AI Operations

AI-powered onboarding transformation cuts time by 60%

Onboarding workflow rebuilt around AI. Time-to-productivity halved. Adoption tracked end-to-end.

Read the case study →
Case · Transform · Change Management

Driving global ERP adoption through targeted change management

Global rollout. Adoption tracked country by country. Change interventions tuned to local working patterns.

Read the case study →
Case · Transform · Operations

AI and automation streamline operations and cut costs

£100m+ insurance broker. Operational data unified. Decisions sharpened. £3.2m annual saving.

Read the case study →
Case · Transform · Cloud-First

Cloud-first transformation unlocks scalability and efficiency

Full re-platform on cloud-native foundations. AI Factory operating model from day one.

Read the case study →
Case · Advise · Digital Strategy

Digital roadmap accelerates scalable growth

AI-led roadmap that gave the board a credible path to capture the value at stake.

Read the case study →
Case · Transform · Invoice Automation

Rapid automation invoice solution achieves zero errors

£750m construction company. Live in <1 month. 99%+ first-time accuracy. £25k recovered in 8 weeks.

Read the case study →
Insight · PE & transactions

Transforming private equity through intelligent automation

How AI is rewriting the economics of PE-backed delivery. From diligence through exit, the AI Factory in practice.

Read the insight →
Insight · PE & transactions

Exit readiness and value maximisation

A three-phase journey for PE-backed businesses preparing for exit. Diagnostic, remediation, and storyline build.

Read the insight →
Insight · News

Shortlisted in two categories at the Private Equity Awards 2026

Recognition of Panamoure's AI-led approach to PE technology diligence and value creation.

Read more →
Insight · Sectors · Life sciences

Commercial excellence in biopharma: AI-driven market access and engagement

Agentic AI inside the commercial operating model of mid-cap and large-cap biopharma businesses.

Read the insight →
Insight · Sectors · Life sciences

Accelerating drug development through intelligent automation

Where intelligent automation lands inside the discovery-to-launch pipeline, and where it does not.

Read the insight →
Insight · Sectors · Life sciences

Transforming life sciences through intelligent automation

Cross-cutting view of automation opportunities across R&D, manufacturing, and commercial.

Read the insight →
Insight · Sectors · Not-for-profit

Transforming not-for-profit through intelligent automation

How charities and NGOs are using agentic AI to extend mission impact without inflating the cost base.

Read the insight →
Insight · Proposition

The AI Factory: an operating model, not a methodology

Why we describe the AI Factory as an operating model rather than a methodology, and why it matters for investors.

Read the insight →

Want to see how this works on your engagement?

We would be glad to walk you through how the AI Factory would run on your next deal, transformation, or managed service.