Customer Experience · Article
Customer service agents need an explicit escalation contract
The best service agent is not the one that avoids human help. It is the one that knows when, why and how to hand over with useful context.
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Customer Experience · Buyer guide
How to evaluate a conversational service platform
A useful evaluation should test continuity across channels, knowledge quality, identity, action permissions and recovery from misunderstood intent.
Customer Experience · Whitepaper
A knowledge operating model for AI-assisted service
Service agents and copilots depend on current, permissioned and usable knowledge. Publishing more articles does not solve ownership or decay.
Customer Experience · Insight report
What multimodal service changes for CX teams
Voice, text, image and video inputs are converging inside service workflows, changing how context is captured and how agents assist.
Customer Experience · Toolkit
The AI service journey review
A compact review for a service journey that uses an AI agent, copilot or automated decision at any point.
Customer Experience · Maturity benchmark
AI-assisted service maturity benchmark
A qualitative model for assessing knowledge, containment, escalation, action controls and learning across AI-assisted service.
Procurement · Article
AI vendor due diligence must follow the workflow, not the brochure
Enterprise AI risk depends on what a product can access, infer and change in the actual workflow, not only on the vendor model card.
Procurement · Buyer guide
How to evaluate an enterprise agent marketplace
Agent marketplaces can accelerate adoption while creating new questions about provenance, permissions, support, pricing and accountability.
Procurement · Whitepaper
A contracting framework for AI-enabled software
AI-enabled software contracts need clearer language on model changes, data use, actions, auditability, performance and exit.
Procurement · Insight report
Signals reshaping software procurement
Procurement is balancing agentic features, SaaS consolidation, data sovereignty, flexible models and growing third-party dependencies.
Procurement · Toolkit
The AI supplier review checklist
A practical checklist for reviewing an AI supplier before pilot, contract and production access.
Procurement · Maturity benchmark
AI procurement maturity: intake to continuous oversight
A qualitative model for assessing intake, due diligence, contracting, access approval, monitoring and renewal decisions.
Leadership · Article
The AI operating model is becoming a strategy decision
Agentic AI changes where work happens, who makes decisions and how risk is controlled. That makes the operating model a leadership issue, not an IT workstream.
Leadership · Buyer guide
How leaders should evaluate an enterprise agent strategy
A credible agent strategy should connect workflows, context, control, value and workforce implications rather than list platforms and pilots.
Leadership · Whitepaper
Governance for a blended human and digital workforce
Leaders need decision rights for agents that recommend, coordinate and act across departments, alongside clear human accountability.
Leadership · Insight report
Signals changing the software value equation
Software value is shifting from interface usage toward context, orchestration, trusted action and measurable workflow outcomes.
Leadership · Toolkit
The executive AI portfolio review
A working template for reviewing AI initiatives by decision value, operating change, context readiness, risk and evidence.
Leadership · Maturity benchmark
Enterprise AI leadership maturity benchmark
A qualitative model for assessing strategic focus, operating design, governance, workforce readiness and value management.
Collaboration · Article
Knowledge activation matters more than another AI assistant
AI assistants are only as useful as the knowledge they can find, trust and apply. The collaboration challenge is ownership and context, not interface novelty.
Collaboration · Buyer guide
How to evaluate collaborative agents inside the flow of work
Collaborative agents should be tested for role clarity, shared context, permissions, interruption, handoff and how their work remains visible to the team.
Collaboration · Whitepaper
A governance model for the enterprise work graph
Agents rely on relationships across people, files, meetings, projects and decisions. That context requires stronger ownership, permission and retention practices.
Collaboration · Insight report
Signals reshaping digital workplace software
Collaboration software is moving toward agent teammates, activated knowledge, multimodal interaction and workflow actions inside shared workspaces.
Collaboration · Toolkit
The human-agent team norms workshop
A workshop template for agreeing how teams assign work to agents, review outputs, share context and handle disagreement or failure.
Collaboration · Maturity benchmark
Collaboration AI maturity: assistant to teammate
A qualitative model for assessing knowledge readiness, team norms, agent roles, workflow integration and governance.
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