Evaluation RuleDecision layer

When AI Resolution Rates Look Great, Audit the Handoff Before Renewing the Retainer

Does the platform's autonomous resolution rate survive contact with the messy calls that actually reach a human, or is the headline number hiding a handoff problem the client will discover on their own? Instrument the warm-transfer path and measure post-handoff resolution separately from bot-resolved calls before you sign any retainer that promises a resolution rate.

By InnovaAI ResearchPublished

“Does the platform's autonomous resolution rate survive contact with the messy calls that actually reach a human, or is the headline number hiding a handoff problem the client will discover on their own?”

Instrument the warm-transfer path and measure post-handoff resolution separately from bot-resolved calls before you sign any retainer that promises a resolution rate.

Common Mistake

Agencies quote the vendor's resolution percentage in the proposal, then discover at month three that escalated calls take longer and score worse than the pre-AI baseline, leaving the retainer exposed with no measurement of their own.

Why This Works

Autonomous resolution percentages describe only the calls the AI closed on its own; the calls it escalated are where client satisfaction is actually won or lost, and platforms like Glassix and Talkdesk route those escalations to humans by default without guaranteeing the context travels with them. The broader pattern holds across the stack: fewer than half of agent-generated insights at surveyed organizations lead to meaningful action, which is the same failure mode as a bot that resolves a call but hands off a customer with no usable summary. Forrester also notes that vendors set the meter, control feature access, and arbitrate disputes over their own AI, so an agency that cannot independently measure handoff quality has no leverage when the client disputes the number.

Apply When
  • •A vendor quotes an autonomous resolution figure (Nectar Desk's 40-65% range is typical) as the centerpiece of a client proposal
  • •The client's call mix includes billing disputes, cancellations, or multi-step account changes rather than pure FAQ traffic
  • •Your agency is about to convert a pilot into a monthly managed-service retainer with a resolution-rate SLA attached
  • •The client has already asked why their own CSAT dipped after go-live despite the automation dashboard showing green