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Blog
Published August 3, 2026

From Legacy CTI to Modern Voice: A Realistic Voice Migration Roadmap

Mary Critz
Voice migration roadmap

Voice migrations earn their reputation.

They touch telephony, CRM integrations, routing, reporting, security, compliance, AI, and the workflows your agents rely on every day. A change in one system often affects several others, which is why planning matters long before anyone starts building.

Whether you’re preparing for Salesforce Voice, Agentforce Voice, Open CTI retirement, or modernizing your contact center, enterprise voice migrations follow a familiar pattern. Once you understand what happens behind the scenes, the project becomes much easier to plan. Here’s what actually happens during a voice migration.

Why Voice Migrations Feel Complex

Most organizations cannot replace a single application without creating a domino effect across their tech stack. You have likely built an ecosystem over many years that may include:

  • A legacy CTI integration
  • One or more telephony platforms like Avaya, Cisco, Genesys, or Microsoft Teams
  • Salesforce or another CRM
  • IVRs
  • Workforce management
  • Call recording
  • AI services
  • Reporting platforms
  • Custom integrations built to support unique business processes

Each system solved a business problem at a different point in time. Together, they became the operating model of the contact center. A voice migration means understanding how those systems work together before introducing something new.

What Actually Happens During a Voice Migration?

Every environment is different, but most enterprise voice migrations move through the same phases.

Phase 1: Discovery

Every migration starts by understanding the current environment. Teams document telephony architecture, CRM integrations, routing logic, IVRs, reporting, compliance requirements, APIs, and custom workflows that support day-to-day operations. Discovery typically includes:

  • Current telephony architecture
  • CRM integrations
  • Agent workflows
  • Routing logic
  • IVRs
  • Reporting requirements
  • Compliance requirements
  • Existing APIs
  • Custom applications

The outcome is more than documentation. It becomes the blueprint for every technical and business decision that follows.

Phase 2: Architecture and Planning

With the current environment mapped, architects begin designing the future state. Questions like these shape the rest of the project:

Should routing stay in the contact center platform or move into Salesforce?

How will AI interact with live agents?

Where should recordings and transcripts live?

Can existing carriers remain?

How will authentication change?

Which integrations can be reused, and which should be rebuilt?

This is where business priorities and technical architecture come together.

Phase 3: Building and Integration

Engineering teams begin connecting systems, validating APIs, configuring routing, integrating CRM workflows, and testing how data moves between platforms. Organizations adopting Salesforce Voice or Agentforce Voice also establish how enterprise telephony connects into the new experience.

Every integration builds on the decisions made during discovery and architecture.

Phase 4: Testing

Testing is where the migration comes together. Teams validate every workflow agents rely on, including:

  • Screen pops
  • Call transfers
  • Conference calls
  • IVRs
  • Agent state changes
  • Reporting
  • Recordings
  • AI summaries
  • Supervisor functions
  • Failover scenarios
  • Disaster recovery

The objective is to ensure every interaction supports the way agents already work.

Phase 5: Pilot Deployment

Beginning with a pilot group before expanding to the rest of the contact center allows operations teams to gather feedback, validate workflows, and fine-tune the experience before broader deployment.

Phase 6: Production Rollout

Once the pilot is complete, organizations expand deployment by department, business unit, or region. As adoption grows, engineering teams continue monitoring integrations, supporting users, and optimizing the environment.

The People Behind Every Contact Center Migration

Technology is only part of the project. Some of the biggest milestones happen during meetings rather than coding sessions. Enterprise migrations often bring together:

  • Contact center leadership
  • CRM administrators
  • Salesforce teams
  • Telephony engineers
  • Network teams
  • Security and compliance
  • Infrastructure teams
  • AI specialists
  • Business stakeholders
  • Implementation partners

Each group brings a different perspective. Bringing those teams together early keeps planning, implementation, and rollout moving in the same direction.

Where CRM and Voice Migration Projects Spend the Most Time

Enterprise migrations rarely stall because someone can’t write code. They take time because every decision affects multiple systems.

Security Reviews

Security teams review authentication, APIs, recordings, data flows, and integration points before new technology enters production. These conversations help establish how information moves across the environment and ensure new capabilities align with existing security standards.

Routing Decisions

Routing influences far more than where a call goes next. It shapes reporting, AI handoffs, supervisor visibility, and the overall agent experience. Agreeing on where routing belongs early helps avoid rework later.

Legacy Workflows

Every contact center has workflows built around the way the business operates. Some are documented. Others have become second nature over the years. Mapping those processes early helps preserve the experience agents and customers already expect.

Data Ownership

Organizations introducing AI also decide where recordings, transcripts, analytics, and customer interaction data should live. Those decisions influence compliance, reporting, and future AI initiatives.

Change Management

Technology adoption succeeds when agents, supervisors, and administrators understand how the new environment supports their work. Training, documentation, and communication remain important throughout the rollout.

How Long Does a Voice Migration Take?

One of the first questions every project team asks is: “How long will this take?” The answer depends on the environment. Project timelines are typically influenced by:

  • Number of agents
  • Number of contact centers
  • Existing integrations
  • Compliance requirements
  • Custom development
  • Geographic regions
  • Testing requirements
  • Internal resource availability

A focused deployment for a single business unit looks very different from a global rollout spanning multiple contact centers.

The roadmap adjusts to the business even though the phases stay remarkably consistent.

Sometimes the Roadmap Doesn’t Start With a Migration

One common misconception is that adopting modern CRM, AI, Salesforce Voice, or Agentforce Voice means replacing the existing phone system. But it doesn’t have to be that way.

Many organizations continue using platforms like Avaya, Cisco, Genesys, or Microsoft Teams while introducing Salesforce Voice, Agentforce Voice, AI, and new CRM experiences. Freeing up your team to focus on deciding which capabilities deliver the most value first.

How Can You Modernize Without a Full Voice Migration?

AMC Technology helps organizations connect legacy voice infrastructure with modern customer experience platforms through the DaVinci platform and DaVinci Voice Gateway.
Instead of waiting for a complete telephony replacement, organizations can connect their existing voice environment to Salesforce Voice or Agentforce Voice while preserving the routing, carriers, and phone systems that already support the business.

That gives teams the flexibility to introduce AI, modern CRM experiences, and new workflows in phases, following a roadmap that fits their business instead of forcing every change into a single migration project.

Build the Roadmap Before You Build the Technology

Every contact center has different priorities, different integrations, and different business goals.

The roadmap changes from one organization to the next. The questions don’t.

The teams that spend time understanding their environment before implementation usually move through the project with fewer surprises, stronger alignment across stakeholders, and a clearer path toward the customer experience they’re working to create.

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Mary Critz
Mary, based in Richmond, Virginia, is a digital marketer supporting AMC Technology’s marketing efforts across various initiatives. From content creation and SEO to social media and partner relationships, she helps strengthen the company’s digital presence. When she’s not brainstorming creative campaigns, Mary enjoys hiking local trails, baking, gardening, curling up with a good book, or crocheting her latest project.
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