Managed AI Voice Triage Retainer (10-14 days)
A productized offer that stands up an AI voice and messaging triage layer for a client's inbound queue, then runs it under agency oversight on a monthly retainer. The agency owns routing logic, escalation rules, and QA rather than reselling a platform license. Time: 10-14 days.
By InnovaAI ResearchPublished
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Managed AI Voice Triage Retainer (10-14 days)
A productized offer that stands up an AI voice and messaging triage layer for a client's inbound queue, then runs it under agency oversight on a monthly retainer. The agency owns routing logic, escalation rules, and QA rather than reselling a platform license.
- Client grants read access to at least 90 days of call recordings, transcripts, or ticket logs so intent categories can be built from real traffic
- A named client-side escalation owner who can approve refunds, exceptions, and out-of-policy resolutions within one business hour
- Written consent and disclosure language for AI-handled calls, reviewed against the client's industry rules (healthcare, lending, and insurance carry extra constraints)
- Telephony or messaging numbers the client controls, plus a fallback route to a live queue if the AI layer fails
- Baseline metrics agreed in writing: current average handle time, abandonment rate, first-response time, and cost per contact
- 1.Pull 90 days of interaction logs and tag the top 15 intent categories by volume
- 2.Map which intents are safe to automate fully, which need warm transfer, and which must never touch AI
- 3.Document the client's current cost per contact and abandonment rate as the baseline
- 1.Draft the escalation matrix with named owners and response windows
- 2.Write the disclosure script and consent capture step for AI-handled calls
- 3.Confirm the fallback route to a live queue and test it end to end
- 1.Configure the chosen platform's routing rules against the intent map
- 2.Build the knowledge base entries the voice agent will draw on, one per automated intent
- 3.Set confidence thresholds that trigger warm transfer instead of a wrong answer
- 1.Load vertical-specific vocabulary and product names so transcription does not mangle them
- 2.Connect the CRM so every automated interaction writes a contact record
- 3.Verify that transferred calls carry context to the human agent's screen
- 1.Run 50 scripted test calls covering happy paths, edge cases, and hostile callers
- 2.Log every failure with the exact utterance that broke the flow
- 3.Patch the top 10 failures before any live traffic touches the system
- 1.Shadow-launch on 10 percent of inbound volume during business hours only
- 2.Have a human reviewer listen to every AI-handled call from the shadow window
- 3.Compare containment rate against the day-one baseline
- 1.Expand to 50 percent of volume if containment clears the agreed threshold
- 2.Add after-hours coverage once daytime behavior is stable
- 3.Freeze the routing config and version it so changes are traceable
- 1.Build the weekly QA scorecard: containment rate, transfer rate, sentiment trend, and top unresolved intents
- 2.Set the alert threshold that pages the agency when containment drops more than 8 points week over week
- 3.Document the change-request process for the client's team
- 1.Train the client's two designated reviewers on the QA scorecard
- 2.Hand over the escalation matrix with a live walkthrough of three real cases
- 3.Agree the monthly optimization cadence and who attends
- 1.Deliver the 30-day optimization roadmap ranked by expected containment gain
- 2.Present the cost-per-contact comparison against baseline
- 3.Confirm the retainer start date and the first monthly review
The agency margin sits in the oversight layer, not the license. A client replacing even a fraction of live-agent minutes sees cost per contact fall while the agency bills a fixed monthly fee for routing logic, QA review, and monthly tuning, work that takes a few hours a week once the system is stable. Because the intent map and escalation rules are built from the client's own traffic, a competitor reselling the same platform cannot replicate the configuration without redoing the discovery, which is what keeps the account from becoming a commodity seat resale.
- Intent map covering the top 15 interaction categories with automation, transfer, or human-only designation
- Configured routing and escalation matrix with named owners and response windows
- Weekly QA scorecard template with containment, transfer, and sentiment tracking
- 30-day optimization roadmap ranked by expected containment gain
- Baseline versus post-launch cost-per-contact comparison
The AI layer handles live client traffic under the agreed routing rules for five consecutive business days, the weekly QA scorecard is populated with real data, and the client's named escalation owner has signed off on the escalation matrix.