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Unstructured-Feedback-Analysis-Technology

Unstructured Feedback Analysis Technology

CX vendors are embedding GenAI capabilities into their solutions and launching new products or features, leading to market fragmentation in the VoC space.

VoC Market Shakeup: PG Forsta Acquires InMoment

The Voice of Customer (VoC) market continues to evolve, often driven by technological advancements as well as M&As. Medallia, Qualtrics, and InMoment are the three major VoC players in the enterprise segment globally and locally across ANZ.
Unstructured-Feedback-Analysis-Technology-Making-Sense-of-the-Market-Fragmentation

Unstructured Feedback Analysis Technology: Making Sense of the Market Fragmentation

The concept of customer feedback is evolving, and how organisations design and manage VoC programs must also change. Technology is now capable of enabling customer teams to tap into all those unsolicited, and often unstructured, raw feedback sources.
Feedback-Disruption-Breaking-Down-Silos-with-GenAI

Feedback Disruption: Breaking Down Silos with GenAI

Customer feedback is at the heart of Customer Experience (CX). But it’s changing. What we consider customer feedback, how we collect and analyse it, and how we act on it is changing.

Ecosystm Leaders BreakFirst – Panel Q&A

Ecosystm Leaders BreakFirst - Panel Question and Answer session with the audience.

Ecosystm Leaders BreakFirst – A Supply Chain Case Study

In this presentation, Kaushik Ghatak, Principal Advisor, Ecosystm explores how leading organisations are leveraging Industry 4.0 capabilities and embracing digitalisation to make their supply chains more transparent, connected, and collaborative.

Report: AI in Practice: How Malaysia’s Banks & DFIs are Adopting and Governing AI

Discover how Malaysia's financial institutions are scaling AI, strengthening governance, and building the capabilities needed to move from experimentation to enterprise-wide adoption.

Report: Data Readiness for AI: Building the Foundation for Enterprise Scale AI

AI is accelerating cyber threats and shrinking response windows, forcing organisations to rethink security models built for a slower-paced threat landscape.

Report: The Narrowing Window: How AI Compresses Cybersecurity Response Times

AI is accelerating cyber threats and shrinking response windows, forcing organisations to rethink security models built for a slower-paced threat landscape.

Report: Structural Constraints in India’s AI & Deep Tech Ecosystem

The factors that are likely to accelerate India’s shift from a participant to an owner in the deep-tech ecosystem.

AWS Analyst Summit: Highlights from Singapore

At the AWS Analyst Summit in Singapore, AWS leadership outlined their vision for AI and how they are helping customers keep pace with rapid technological.

Report: Shadow AI: Risks, Exposure & Governance

Ecosystm’s Darian Bird and Sash Mukherjee look at why Shadow AI is becoming a real business risk and how organisations can bring it under better visibility and governance.

Ecosystm VendorSphere: Inside Lenovo’s Strategy for the Distributed AI Future 

At Lenovo’s Global Industry Analyst Conference held in Raleigh, North Carolina, the conversation was unmistakably centred on AI. The company’s leadership spoke with the confidence of an organisation that no longer views AI as a feature or a future trend, but as the operating principle of its business.
Vendorsphere-qualtrics-x4-sydney-2025

Ecosystm VendorSphere: Qualtrics X4 Sydney 2025

Qualtrics, a leading global Voice of Customer (VoC) provider, held its annual X4 conference in May, at the ICC in Sydney. The event included an exclusive media lunch and focused on Qualtrics’ latest announcements and product enhancements, many of which were first unveiled at its US event in March.
AI’s-Unintended-Consequences-The-Automation-Paradox

AI’s Unintended Consequences: The Automation Paradox

Artificial Intelligence has become synonymous with efficiency and innovation. Enterprises are leveraging AI to automate repetitive tasks, optimise decision-making, and accelerate productivity. Yet as adoption scales, a paradox is emerging: automation is creating new challenges alongside the efficiencies it promises.

VoC Market Shakeup: PG Forsta Acquires InMoment

The Voice of Customer (VoC) market continues to evolve, often driven by technological advancements as well as M&As. Medallia, Qualtrics, and InMoment are the three major VoC players in the enterprise segment globally and locally across ANZ.
Unstructured-Feedback-Analysis-Technology-Making-Sense-of-the-Market-Fragmentation

Unstructured Feedback Analysis Technology: Making Sense of the Market Fragmentation

The concept of customer feedback is evolving, and how organisations design and manage VoC programs must also change. Technology is now capable of enabling customer teams to tap into all those unsolicited, and often unstructured, raw feedback sources.
Feedback-Disruption-Breaking-Down-Silos-with-GenAI

Feedback Disruption: Breaking Down Silos with GenAI

Customer feedback is at the heart of Customer Experience (CX). But it’s changing. What we consider customer feedback, how we collect and analyse it, and how we act on it is changing.

Indonesia’s AI Moment: Ambition, Architecture, and the Long Game

Based on Ecosystm’s ongoing tracking of the Indonesian market, here are some of the developments shaping the next phase of AI adoption.

New Zealand’s Sustainability Transition: From Policy Strength To System Execution

New Zealand has strong sustainability credentials, but the next phase will be defined by whether technology adoption can keep pace with intent.

AI in Thailand: Enterprise Adoption & Readiness Enablers

AI in Thailand is being tied to broader economic and industrial priorities with the realisation that it is not just about standalone technology adoption.

Building the AI Backbone: Thailand’s Next Capacity Cycle 

Thailand is moving beyond digital adoption to building national AI capacity.

Ground Realities: Rewiring Enterprise Applications for AI-Driven Execution

Enterprise applications are undergoing a shift that is often described as “AI adoption” but is in fact a structural change in what enterprise software is expected to deliver.

AI In Healthcare: From Early Leadership To System-Wide Integration

AI in healthcare is scaling from pilots to system-wide care delivery across Asia Pacific.

The Architecture of Specialised AI Agents

How AI is shifting from single systems to agent networks, and why orchestration and governance are key to scaling them.

Finding the Sweet Spot for AI Agents

Where agentic AI is delivering impact, what is slowing adoption, and how organisations can scale it with the right balance of autonomy, oversight, and risk.

Themes Defining New Zealand’s Next Wave of Enterprise Innovation

Enterprise innovation in New Zealand has to advance on several fronts – from purpose-driven technology and Māori data stewardship to sovereign AI, deep tech adoption, and human-AI collaboration.

Ensuring Trust and Control: CISO Playbook

AI does not improve security by default. For CISOs, adoption of AI is a given; the focus now shifts to accountability. As the executives responsible for enterprise risk, data protection, and security architecture, CISOs are uniquely positioned to govern how AI is deployed, monitored, and controlled.
2026-Tech-Trends-What-Business-Leaders-Need-to-Know

2026 Tech Trends: What Business Leaders Need to Know

This guide outlines the leadership priorities shaping the year ahead and the practical shifts executives must make to align strategy, workforce, and operations in an AI-driven enterprise.

2026 Tech Trends: CIO Playbook

This guide highlights the trends and practical takeaways to help CIOs drive innovation and informed decisions in 2026.
Ecosystm-Podcast Episode-37-Transforming-Financial-Services-Insights-from-Shayan-Hazir-HSBC-Cover

Ecosystm Podcast Episode 37- Insights from Shayan Hazir (HSBC)

Join us for an enlightening conversation with Shayan Hazir, Chief Digital Officer, ASEAN at HSBC, and Sash Mukherjee, VP of Industry Insights at Ecosystm, as they explore the profound impact of Technology on the financial landscape. In this comprehensive discussion, Shayan sheds light on the shape of innovation in today’s tech-centric world and the challenges […]

Strategic support for business planning, go-to-market activities, thought-leadership, and management consulting for digital transformation.

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