Change the workflow with a clear view of what you own.
Compare a manual service, an in-house voice stack, and a managed product around the same customer outcome. Make integration work, operating responsibility, and the path from your existing service explicit before changing the experience.
A migration plan your business and technical teams can review together.
Know what moved forward.
Compare the whole service
Manual delivery needs staffing and quality ownership. In-house delivery adds platform operations. A managed product changes which responsibilities your team carries.
- Staffing and human escalation
- Integration and platform ownership
- Quality, support, and total cost
Preserve the customer journey
Map existing numbers, customer records, business rules, and escalation routes before introducing a new conversation layer.
- Carrier and number continuity options
- CRM and contact centre connections
- Existing agent brain integration
Define a controlled transition
Choose a bounded workflow and measurable acceptance criteria, with an explicit fallback destination and owner.
- Versioned agent configuration
- Representative conversation evaluation
- Outcome and cost review
From a conversation
to a completed task.
Connect the steps that make the outcome possible.
- 01
Baseline the current journey
Record demand, completed outcomes, staff effort, repeat contacts, and costs using the same definitions you will use after migration.
- 02
Map contracts and ownership
List identity, records, tools, carriers, data retention, support responsibilities, and the person accountable for each dependency.
- 03
Move one bounded workflow
Test routine, exception, and failure cases. Compare customer outcomes and operating effort, then expand only against your agreed acceptance criteria.
Make it useful
in your business.
Start with a specific conversation, connect the right systems, and define what a successful outcome looks like.
Manual front-desk automation
Consolidating an in-house voice stack
Adding AI to a contact centre
Embedding voice in an existing product
Must we replace everything at once?
Choose a boundary such as an after-hours queue or one appointment type. Keep the existing service as the defined destination for exceptions while you evaluate the new journey.
What costs belong in the comparison?
Include usage, telephony, infrastructure, integration, maintenance, support, staffing, and human rework. Compare cost per completed outcome as well as the fixed operating commitment.
What should trigger expansion?
Use criteria agreed before rollout: accurate actions, successful handoffs, acceptable customer experience, stable operation, and an understood cost model for the expected demand.
Keep exploring.
The conversation is the start. The outcome is the point.
Bring natural voice, business knowledge, connected actions, human handoffs, and operational review into one product. Build a service that can answer, do the work, and show your team what happened next.
Explore productEnterprise deploymentRun voice where your business needs it.
Match managed, dedicated, VPC, or on-premises deployment to your organisation’s network, data, and operating requirements. Define the responsibilities around the service as carefully as the voice experience itself.
Explore enterpriseContact centre automationBring AI into the operation your agents already run.
Connect voice automation with queues, routing, agent desktops, supervisor controls, and quality review. Automate suitable conversations while giving your people the context and visibility to own everything else.
Explore solutionsGive every conversation
somewhere better to go.
Start with one agent. Build an operation around what works.