Daniella's Customer Brain

Honeycomb <> OneAI: Weekly Sync

3 min read

Honeycomb <> OneAI: Weekly Sync

Date: 2025-09-09 | Duration: 11.829999923706055 min | Account: honeycomb

External attendees: jan.j@honeycombinsurance.com, jon@honeycombinsurance.com, rafael@honeycombinsurance.com

Summary

Recent performance improvements were noted, with key metrics trending positively. The removal of redundancy has yielded successful results, while voice standardization has been implemented using Raquel’s voice, with plans for another voice in development. The escalation parameters are set for deployment soon. A low IVR occurrence rate was highlighted, with analysis showing a majority of IVR encounters from insurance agencies and property managers. A decision was made to have AI navigate IVR systems to find voicemail options instead of connecting with live agents, with a finalized voicemail script prepared. Business metrics showed increased traffic and conversion rates, alongside improved answer rates with real person calls achieving a higher pickup rate compared to IVR systems. Technical implementation strategies focus on leaving voicemails and having a fallback strategy if no voicemail option is available.

Key Points

📈 Performance Updates: Overall performance has improved, with positive stats and successful redundancy removal. 📞 IVR Handling Discussion: AI will now navigate IVR systems to leave voicemails instead of connecting to live agents. 📊 Business Metrics: Increased traffic volume has led to better conversion rates without client-side changes. 🔧 Technical Implementation: New strategies focus on voicemail targeting and fallback procedures for IVR.

Overview

  • Overall performance metrics are trending upward, indicating a successful removal of redundancy in question handling.
  • Standardization of voice usage implemented; only Raquel’s voice will be used currently, with another voice in development.
  • Escalation parameters updated and deployment scheduled for today or tomorrow to enhance response efficiency.
  • Only 7 IVR encounters recorded from July to present, highlighting a low occurrence rate against approximately 500 calls.
  • IVR breakdown shows 50% from insurance agencies, 25% from property managers, and 25% from unknown entities, guiding future strategies.
  • Decision made for AI to manage IVR navigation, specifically aiming for voicemail options to reduce live agent connections.
  • Finalized voicemail script for AI interaction emphasizes professionalism and includes prompt contact details for callbacks.
  • Increased traffic volume correlates with improved conversion rates observed, without proactive changes on the client’s side.
  • Real person calls achieving approximately 50% pickup rate, significantly outperforming IVR systems, which enjoy a 100% connection rate.
  • New technical strategy focuses on target voicemails instead of navigating through departments, with a fallback of hanging up if no voicemail is present.

Action Items

Jon Repka Write down the exact voicemail text for IVR handling implementation (06:38)

Amit Ben Implement the escalation parameter from the updated endpoint today or tomorrow (02:28) Deploy the IVR voicemail handling feature with the approved script (06:45) Update the team on the channel once agent escalation request parameter is deployed (10:43) Update the team once IVR voicemail feature is deployed (10:42)

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