Case Study 01

Scaling a Global AI Service — GTM, Enablement & Operational Strategy

A new AI-managed services offering with no defined capability scope, no sales story, and no enablement infrastructure. Working alongside global regional leaders across 6 regions — leading internal communications, sales enablement, and global training to make the service understood, adopted, and deliverable.

Company

Thoughtworks · AIOps Managed Services

Role

Senior Experience Designer — Internal Comms Lead, Sales Enablement, PM+UX for AI Platform

Scope

US · Europe · LATAM · India · APAC · Australia

Timeline

2024 — 2026

6+
Global regions coordinated — US, Europe, LATAM, India, China, APAC
2
Parallel workstreams — GTM enablement + AI platform product management
0
From no sales infrastructure to functioning GTM enablement programme

The starting point

Thoughtworks was launching an AIOps managed services offering — a significant strategic bet on AI-enabled operations for enterprise clients. The problem: the service had no defined capability scope that sales teams could communicate, no case studies or proof points, no enablement materials, and no shared narrative across regions.

Regional leaders across 6 markets were trying to sell something they couldn't clearly describe. Client conversations were inconsistent. Internal alignment was fragile.

"The capability existed. What didn't exist was the story, the evidence, and the infrastructure for sales teams to tell it consistently across six different regions."

What I led

My work spanned two parallel tracks — both requiring different muscles.

Track 1 — Enablement

Internal Communications Programme

Established a regular newsletter and townhall programme to keep global teams informed, aligned, and engaged with the evolving service offering. Created the communication infrastructure that didn't previously exist.

Track 1 — Enablement

Sales Enablement Materials

Built the case study library, demo infrastructure, and sales collateral that gave regional teams credible, consistent proof points to use in client conversations.

Track 1 — Enablement

Global Training Programme

Designed and delivered training to enable regional leaders and sales teams to run demos and articulate the service value proposition confidently and consistently.

Track 2 — Product

PM + UX for AI Operations Platform

Acted as PM and UX lead for an agentic AI operations platform — defining requirements, managing the product backlog, owning the roadmap, and coordinating delivery across engineering and design.

Coordinating across global stakeholders

This work required coordinating across global regional leaders, sales directors, and strategy partners — stakeholders with different contexts, different levels of familiarity with AI, and different market needs. I contributed to GTM strategy discussions alongside these leaders while owning the operational execution.

Stakeholder communication was a core deliverable — producing reports, presentations, and updates for director and near-C-suite audiences internally, and supporting client-facing materials externally.

The work was inherently cross-functional: navigating between product, engineering, marketing, sales, and strategy — translating across disciplines and building the alignment that kept the programme moving.

What this role required

This was not a traditional design role. It required operating simultaneously as a product manager, a communications strategist, a sales enablement specialist, and a UX practitioner — often in the same week.

Operational

Building from zero

Creating infrastructure that didn't exist — comms cadences, training programmes, case study systems — and maintaining them across a globally distributed team.

Strategic

GTM contribution

Contributing to the positioning and go-to-market strategy for a new AI service — understanding what clients needed to hear and how regional markets differed.

Product

AI platform ownership

Owning requirements, backlog, and roadmap for an agentic AI platform — bridging between engineering capability and business need.

Design

Demo & prototype craft

Building demos and prototypes that made abstract AI capabilities tangible for sales conversations and client presentations.

Built for a global team.

Coordinating across six regions required async-first communication design, culturally aware stakeholder management, and operational frameworks that worked across time zones.

United States

Primary base. Internal leadership alignment and strategy.

Europe

Regional sales teams and client delivery partners.

Latin America

Brazil, Ecuador, Mexico. Regional leader coordination.

India

Engineering and delivery partners. Async coordination.

China & APAC

Regional market engagement and sales enablement.

Australia

APAC regional sales and delivery coordination.

From zero to programmeBuilt the internal comms, enablement, and training infrastructure from scratch across 6 regions
Parallel workstreamsGTM enablement programme + AI platform product management running simultaneously
6+
Regions coordinatedGlobal stakeholder alignment across US, Europe, LATAM, India, China, APAC

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