Case Study Library

22 real transformation situations, unpacked for practitioners.

Browse 22 real transformation situations. Each card gives you just enough context to spot what is relevant—then opens into a one-minute executive story and an optional practitioner deep dive.

Banking

Global Bank — Contact Center AI & Agent Assist Transformation Across 9 Geographies

How do you scale AI-enabled service across nine geographies without creating nine different transformation programs?

The technology was only one part of the problem. The harder question was how the operating model would scale.

Read the 1-minute transformation →

Insurance

US Insurance — Redesigning the NOD Process Before Automating It

The obvious automation target was not actually the whole process problem.

The biggest opportunity appeared only after looking upstream and downstream of the NOD workflow.

See what changed →

Technology Platform

Google Play Store — Automating Developer Onboarding Without Losing Conversion

How do you automate screening without filtering out good prospects?

The answer required more than replacing manual effort with a bot.

Read the 1-minute transformation →

Healthcare / Pharma

Fortune 50 Healthcare — Conversational AI & Contact Center AI Strategy Roadmap

What should come first when a large enterprise wants AI in customer service?

The roadmap began by separating genuine transformation opportunities from attractive technology ideas.

See how the roadmap was shaped →

E-commerce

Southeast Asian E-commerce — Finding 30+ Opportunities in Vendor Onboarding

What looks like a vendor-onboarding problem may actually be a process-design problem.

The assessment uncovered more than 30 opportunities—but not all of them needed automation.

Read the transformation →

Travel / Aviation

Indonesian Airline — Turning Booking Friction into an Investment Roadmap

Booking friction rarely lives in only one screen, team or system.

The transformation question was how to see the entire journey before deciding what to fix.

See what the assessment uncovered →

Technology / CCaaS

Enterprise Google CCAI / CCaaS — Building a Consulting Capability for 13 Customers

How do you turn consulting capability into something repeatable across multiple enterprise customers?

The challenge was not just delivery—it was creating a scalable transformation capability around it.

Read the 1-minute transformation →

Banking / FinTech

Spanish Virtual Bank — Building a Business Process Transformation Roadmap with the C-Suite

Can a transformation roadmap be built remotely with senior leaders in just three weeks?

The real work was creating alignment on priorities, sequencing and ownership—not simply producing a deck.

See how it was done →

Banking / Collections

UK Bank — Using Propensity-to-Pay to Focus Collections Effort

Collections performance changes when every customer is treated the same way.

The opportunity was to use propensity and analytics to decide who needed which intervention—and when.

Read the 1-minute transformation →

Retail / Logistics

UK Furniture Retailer — Tracing Customer Complaints Back to Logistics Failure Points

Customer complaints were the symptom. The real failures were happening much earlier.

The transformation started by tracing complaint patterns back into logistics and fulfillment.

See where the problem really was →

Agriculture / Manufacturing

Agriculture — Turning Specialist Plant-Disease Knowledge into Vision AI

Can AI identify plant disease early enough to change the outcome in the field?

The interesting part was turning image recognition into a usable operational workflow.

Read the transformation →

Global BPO / Outsourcing

Global BPO — Benefits Realization & Transformation Economics

A transformation promise is easy. Committing to the benefit is much harder.

This story looks at what changes when economics, delivery risk and benefit-sharing are designed together.

Read the 1-minute transformation →

Technology Evaluation

AI & Automation Vendor Evaluation — Choosing for Business Fit, Not Feature Volume

The most impressive AI tool is not necessarily the best business fit.

The real decision was how to evaluate vendors against process need, economics, integration and adoption.

See the evaluation logic →

Global BPO Operations

COVID Remote Work — Transforming the Operating Model Under Extreme Time Pressure

What happens when an operating model has to change almost overnight?

The technology mattered—but continuity depended on redesigned controls, roles, support and ways of working.

Read the transformation →

International BPO / Outsourcing

International BPO — Building Offshore Operations from Zero

How do you prove an outsourced support model before committing to scale?

A controlled pilot became the bridge between commercial intent and operational confidence.

See how the pilot was structured →

Technology / Content Operations

Google / YouTube — Optimizing Objectionable-Content Flagging Workflows

When content volume grows, adding more reviewers is not always the answer.

The transformation question was how to improve the flagging process before simply scaling headcount.

Read the 1-minute transformation →

Mobility / SuperApp

Indonesian SuperApp — Improving Driver Onboarding and Rewards & Recognition

Driver onboarding and rewards may look unrelated. In practice, both shape supply quality and engagement.

This transformation connected operational friction with the broader driver experience.

See what changed →

Mobility / SuperApp

Southeast Asian SuperApp — Seeing the Customer Journey from the Outside In

Where should a super app improve first when the customer journey spans multiple services?

The answer required an end-to-end journey assessment and competitive benchmark—not isolated fixes.

Read the transformation →

Infrastructure / Data Center

Equinix Ecosystem — Governing High-Risk Data-Center Cutovers

A data-center migration is not just a technical move.

Successful deployment depends on sequencing, dependencies, stakeholder coordination and operational continuity.

See the transformation logic →

Industrial / Digital Product

Bizerba — Translating Instrument Data into a Customer Analytics Application

What changes when industrial equipment starts producing data that can improve decisions?

The value came from translating machine data into an analytics application people could actually use.

Read the 1-minute transformation →

Industrial / Instrumentation

Radiation Measurement — Designing a Digital Analytics Layer for Instrument Data

A specialist measurement product becomes more valuable when its data becomes easier to interpret.

The transformation focused on converting technical data into a usable digital analytics experience.

See how the solution was shaped →

Healthcare / Pharma

Pharma — Cutting Product Search Time by More Than 60%

What if the biggest productivity problem is simply finding the right product fast enough?

The transformation used machine learning to rethink how sales teams searched—not just how results were displayed.

See what changed →