MCP OFFERS A PROMISING FRAMEWORK... BY STANDARDIZING HOW AI SYSTEMS ACCESS AND USE INFORMATION.
"... WE CONSISTENTLY SEE THAT PROACTIVE INCIDENT COMMU- NICATIONS CAN SIGNIFICANTLY REDUCE CUSTOMER ANXIETY AND HELP MANAGE VOLUME."
MODEL CONTEXT PROTOCOL
Contact center environments often require real-time responses. MCP implementations must be designed to deliver context quickly and reliably. Adopting MCP may require rethinking existing architectures and collaboration across IT, customer experience( CX), data, and security teams.
These challenges highlight the importance of a measured, incremental approach.
NEXT STEPS FOR CONTACT CENTER LEADERS
For organizations evaluating MCP, here are several practical steps that can help prepare for adoption.
• Teams should begin by assessing how context is currently managed across existing AI tools, identifying areas where inconsistent or fragmented context limits performance and reliability.
• Engaging vendors and partners in discussions about their approach to context governance can also provide insight into future compatibility and integration readiness.
At the same time, organizations should monitor industry developments around MCP and related standards to stay aligned with emerging best practices.
While MCP may not be an immediate requirement for every organization, its underlying principles are becoming increasingly relevant as AI usage continues to expand.
MCP OFFERS A PROMISING FRAMEWORK... BY STANDARDIZING HOW AI SYSTEMS ACCESS AND USE INFORMATION.
LOOKING AHEAD
As contact centers continue to evolve into highly orchestrated, AI-enabled environments, managing context effectively will become a critical differentiator. MCP offers a promising framework for addressing this challenge by standardizing how AI systems access and use information.
For an industry built on understanding customer intent and delivering meaningful interactions, getting context right is no longer a nice-to-have. It is foundational to scaling AI responsibly in the contact center.
Tony Lama is a seasoned technology executive with over 27 years of experience driving innovation and transformation in the CCaaS and enterprise communications industry. As SVP and GM of Product at Avaya, Tony leads the company’ s product strategy, innovation roadmap, and go-to-market execution.
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WHAT ARE YOUR RECOMMENDATIONS FOR CONTACT CENTERS TO ENSURE SAFE, RELIABLE CUSTOMER CONTACT OPERATIONS?
A: The path forward involves building layered safeguards:
• Organizations should map customer journeys to potential failure modes and match recovery goals with the right levels of resiliency. They also should orchestrate AI and human failover, ensuring routine inquiries are absorbed digitally while urgent cases reach trained agents.
BCDR AND RTO
Many organizations, for-profit, not-for-profit, and government have returned to office( RTO) since the end of the COVID-19 pandemic.
But have they RTO ' ed their contact centers? Have the growing disaster risks, like from severe weather and fires, given, or should be giving, pause to RTO?
“ RTO trends are mixed,“ says Lou Corbeil.“ While many organizations have resumed on‐site operations, contact centers are increasingly adopting hybrid or distributed models to hedge against localized risks such as severe weather or fires.
“ Spreading operations across regions cuts reliance on a single site, while secure remote agent capabilities let agents remain productive from anywhere. Given rising disaster risks, a blended model combining regional backups with partial remote staffing offers stronger protection.”
46 CONTACT CENTER PIPELINE
BUSINESS CONTINUITY
"... WE CONSISTENTLY SEE THAT PROACTIVE INCIDENT COMMU- NICATIONS CAN SIGNIFICANTLY REDUCE CUSTOMER ANXIETY AND HELP MANAGE VOLUME."
-- LOU CORBEIL
• Cyber resilience must be hardened through robust controls, audits, and monitoring.
• Remote agents should be equipped with protected devices and backup connectivity, and joint practice exercises with vendors should simulate high demand and partial outages.
Business continuity becomes possible when technology, governance, and human safety are integrated.
Brendan Read is Editor of Contact Center Pipeline. He has been covering and working in customer service and sales and for contact center companies for most of his career. Brendan has edited and written for leading industry publications and has been an industry analyst. He also has authored and co-authored books on contact center design, customer support, and working from home. Brendan can be reached at brendan @ contactcenterpipeline. com.