AI Adoption & Enterprise Demand

• Examine enterprise AI adoption, changing business priorities and employee attitudes towards AI in the workplace.
• Understand why providers need to shift customer conversations away from individual AI features towards measurable business outcomes.

Productivity & Knowledge Management

• Explore how AI supports meeting intelligence, workflow automation, task completion and employee productivity.
• Understand opportunities in enterprise search, knowledge retrieval and connecting communications with wider business systems.

Trust, Security & Customer Experience

• Examine AI capabilities for fraud prevention, compliance, data protection and communications security.
• Explore customer self-service, virtual agents, real-time agent assistance and AI-powered customer interaction management.

Commercial Models & Provider Opportunities

• Compare how AI capabilities are delivered through established communications platforms and specialist technology providers.
• Identify opportunities for resale, integration, governance, managed services and ongoing optimisation, alongside the implications of bundled features and usage-based pricing.

Why It Matters

As AI becomes increasingly integrated into existing communications platforms, providers need to demonstrate value beyond individual features. This research offers an outcome-led framework for assessing AI solutions, identifying portfolio gaps and developing commercially sustainable services that address real customer needs.