Conversational AI Vendor Selection and Pilot Design (Onboarding)

Conversational AI Vendor Selection and Pilot Design (Onboarding)

1. 01

   Map client escalation paths before evaluating any platform

   Document where the conversational agent will hand off to human agents, which CRM and ticketing systems it must integrate with, and what data flows back into those systems. This defines the integration requirements that narrow the vendor shortlist.

2. 02

   Score vendors against channel coverage and compliance needs

   For regulated clients, prioritize platforms like boost.ai that emphasize auditability and security. For omnichannel needs, consider LivePerson's orchestration across messaging and voice. Use a weighted scorecard that includes channel support, white-label options, and pricing model.

3. 03

   Run a structured pilot with a bounded scope

   Pick one high-volume, low-complexity use case, such as password resets or order status. Define success metrics like containment rate, average handle time, and customer satisfaction before launch. Limit the pilot to 4 to 6 weeks to gather enough data without overcommitting resources.

4. 04

   Test escalation quality with scripted edge cases

   Simulate at least 20 scenarios that include ambiguous phrasing, angry customers, and requests outside the agent's knowledge base. Verify that the handoff to human agents is smooth and that context is preserved in the ticket. This mirrors the validation rigor that tools like LivePerson's Syntrix provide at scale.

5. 05

   Measure containment rate and deflection against baseline

   Compare the pilot's containment rate and deflection rate to the client's existing support metrics. A meaningful improvement is typically 20% or more in containment, but validate against the client's specific cost per contact to quantify savings.

6. 06

   Document integration requirements and data flow

   Create a technical handoff document that lists API endpoints, webhook configurations, and any middleware needed. Include authentication methods and data privacy considerations, especially if the client operates in regulated industries.

7. 07

   Present findings with a clear go/no-go recommendation

   Summarize pilot results against the predefined metrics, including cost per resolved interaction and customer feedback. Recommend a specific vendor and rollout plan, or outline what needs to change before a second pilot.