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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.

Enterprise tech leadership in India, redefined by system ownership

Ecosystm Founder & CEO, Amit Gupta shares his thoughts on a decades long Indian tech story that is being rewritten.

Can AI Safety and National Security Coexist?

Darian Bird looks at whether AI safety commitments can coexist with the demands of national security.

AI & the Future of Tech Services: Challenges & Opportunities

IT budgets are rising again. Global technology spend is growing 7-9%, driven by data centres and the AI build-out. Yet the services business tells a very different story.

The Emerging Economics of Enterprise AI: A Practical Guide for 2026

As AI moves into production, enterprises are discovering a simple truth: AI is not just a technical challenge but an economic one. Continuous use of GenAI and Agentic AI can consume vast amounts of compute, storage, and tokens, creating the real risk of runaway operational costs.

Leading with People and Planet: New Zealand’s Tech Imperative 

New Zealand’s public sector is redefining what it means to innovate with technology. The focus has shifted from just “digitisation for efficiency,” to purpose-driven outcomes – rooted in sustainability, equity, and trust and guided by Māori worldviews that emphasise the relationship between people and the environment (te tangata me te taiao).
Ground-Realities-New-Zealand’s-Tech-Pulse

Ground Realities: New Zealand’s Tech Pulse  

Innovation is a shared national mission in New Zealand – one grounded in trust, inclusion, and long-term value. Technology is evolving faster than ever, but what defines the country’s progress is how purposefully it’s being applied.

From Access to Control: New Zealand’s Digital Direction

A look at how businesses and public services in New Zealand are adapting to new technologies.

Global Partnerships Reshaping India’s Tech Foundations​

Six partnerships that show how India is building capability across critical technology ecosystems.

Modernisation with a Mandate

Our Pulse of India’s CIOs Study 2026 shows a clear focus on initiatives that enhance customer experience, improve service quality, and deliver new digital offerings, while simultaneously strengthening the operational backbone that makes these ambitions possible.

AI in India: Understanding vs Implementation

Insights from the Pulse of India's CIOs Study, 2026, by Ecosystm show a shift in how organisations are approaching innovation. Boardroom conversations are moving away from AI hype to focus on building technology environments that are stable, resilient, and trusted.

Tech M&A Signals: Compute, Orchestration & Sovereignty

Recent tech deals show where organisations are investing to support AI at scale.

Sovereign AI for Cultural Integrity & Social Legitimacy

Insights from the Pulse of India's CIOs Study, 2026, by Ecosystm show a shift in how organisations are approaching innovation. Boardroom conversations are moving away from AI hype to focus on building technology environments that are stable, resilient, and trusted.

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 […]

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