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Freshworks’ latest announcements reflect a broader shift in service management AI from feature expansion to operational practicality. The real differentiator is no longer whether a vendor offers generative or agentic capabilities, but whether those capabilities can be adopted quickly, grounded in strong context, and sustained within day-to-day service environments.
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Zendesk Relate 2026 showed that agentic customer service depends on structured knowledge, new service engineering roles, and operational readiness for AI execution.
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The Forrester Wave™: Document Mining And Analytics Platforms, Q2 2026 highlights a market that is broad, fragmented, and rapidly evolving — where success depends less on vendor selection alone and more on precise alignment to use cases, document types, and architectural choices. While innovation around agentic AI and LLMs is accelerating, most organizations are still […]
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As automation takes on more interactions and even replaces certain supervisory functions, human work is shifting from handling requests to managing, training, and optimizing AI. The result: fewer traditional roles, but a greater need for higher-value skills.
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Three weeks ago, the SAP API Policy v.4.2026a looked like a legal document with no enforcement infrastructure. After Sapphire 2026, it looks like a strategy with a product line attached. CIOs running SAP have three weeks until June 9 enforcement begins, and the destination the policy redirects you to is now fully visible. The policy […]
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AI answer engines are creating a visibility vacuum, forcing a shift from traffic to regaining insight, accountability, and alignment.
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Celonis just announced its intention to acquire Ikigai Labs, a San Francisco-based start-up focusing on AI-powered decision intelligence. Ikigai Labs specializes in software for complex forecasting scenarios based on large graphical models, working closely also with the Massachusetts Institute of Technology (MIT). This acquisition will bring together Celonis’ process intelligence graph technology with Ikigai Labs’ […]
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Global AI adoption presents communication service providers (CSPs) with a rare opportunity to transform and unlock new growth. In my latest report, The Dawn Of AI-Powered Telcos, I examine how leading telecom operators are responding to current trends by entering the AI infrastructure race and becoming AI‑powered from the core. They’re achieving this by pushing […]
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Retail banks are moving fast on AI in 2026: Budgets are growing, roadmaps are packed, and internal momentum is real. Customer loyalty, however, is not — and the disconnect is becoming harder to ignore. AI adoption is accelerating across retail banking, yet differentiation keeps slipping and relationships continue to thin. This isn’t because AI isn’t […]
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Atlassian’s Team ’26 event highlighted how AI, agents, context, and workflows are reshaping enterprise work.
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ServiceNow Knowledge 2026 showcased how ServiceNow is expanding its role in enterprise AI, workflow automation, and digital workplace transformation.
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At OCX, the Eclipse Foundation’s Open Community Experience conference, attendees met to discuss the Eclipse Foundation and what it means to be an open-source developer.
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I spent last week in Copenhagen at the Temenos Community Forum (TCF) alongside more than 1,300 banking leaders, technologists, and practitioners. The theme — “Trust. Modernize. Transcend.” — is one banks have heard before. What made TCF different was how consistently Temenos tied that message to live products, execution discipline, and the realities banks face […]
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Effective B2B AI pricing must balance several goals that often pull in different directions: It needs to reduce buyer risk and accelerate adoption, especially as many organizations are still experimenting with how AI fits into their workflows. It should align price to measurable value. This gives customers a clear connection between what they pay and […]
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OpenAI recently announced Daybreak, its vision for making agentic application security faster and more capable. While promising, Daybreak will also make security more expensive per unit of work. In this model, customers will pay for tokens and multiagent workflows burn tokens. CISOs and CIOs should budget for application security (AppSec) line-item inflation, not deflation, with […]
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Agentic AI works when you sequence it right. See how BNY built a governed platform and trained its workforce before deploying more than 130 digital employees.
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US companies are drowning in AI rules. With a labyrinth of conflicting state laws and no single federal requirement, even the most responsible innovators are struggling to stay afloat. California’s landmark Transparency in Frontier Artificial Intelligence Act proved that states can regulate AI without killing innovation, but it also underscores a hard truth: The current […]
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Extreme Platform ONE changed the tone at Extreme Connect. The energy felt real — less marketing noise, more actual momentum — as Extreme started to look like a credible answer to the gap forming outside the data center while HPE digests Juniper Networks. That shift shows in Platform ONE’s maturation into something operationally meaningful: a […]
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At Oracle’s 2026 Applications Analyst Summit, leadership drew a hard line: Agentic AI lives only in Fusion, not EBS, JD Edwards, PeopleSoft, or Hyperion. Forrester unpacks the productized agentic apps, AI-first migration playbook, and the gaps that CIOs must address in the next 12–18 months.
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AI is already reshaping how buyers discover, decide, and engage. The real opportunity now isn’t just efficiency — it’s redesigning GTM around measurable customer outcomes and using AI to deliver value where it matters most.