call center ai
Call center ai AI workflow patterns
Verified production AI workflows in call center ai — including named customers, verbatim metrics, and vendor case sources. The sub-patterns below open into the common implementation shape and first-deployment failures for each.
Across 76 documented call center ai cases
Recurring tools
verint speech analytics 12elevenlabs 8verint workforce management 7cresta agent assist 6cresta coach 6elevenagents 6amazon bedrock 5assemblyai 5cresta 5upfirst 5verint da vinci ai 5verint open platform 5
What fails first / common problems
A previous voice AI vendor had uptime problems, prompting Zingage to switch to ElevenAgents in search of the stability their agencies required.
— Zingage supports 3X more calls for home care agencies using ElevenAgentsEldra tested multiple voice providers and found that none other than ElevenLabs met their requirements for voice quality and language support, including low-latency natural Swedish.
— Eldra resolves around 90% of inbound calls end-to-end for elderly home care using ElevenAgentsTraditional voice agents produced robotic, emotionally flat conversations that failed to engage customers.
— Convin adds AI voice calling to contact center platform with ElevenLabs, driving 27% CSAT increaseVivint's previous tool limited visibility to fewer than 1% of calls per day and introduced a four-day lag before coaching corrections could be made; building new rules in that tool took a month and a half.
— Vivint increases closed won rate 7% and saves $150 per truck roll with Cresta AI coachingThe previous QM process required supervisors to spend extensive time manually searching for individual calls, and the absence of real-time feedback left agents without in-call guidance during cancellation interactions.
— How Aptive Drove Over $2 Million in Customer Retention with Cresta's Real-Time AIRepresentative reported outcomes
two-minute reduction · 1% to 80% · $2 million
Verint helps a leading dental and veterinary products supplier increase call evaluations from 1% to 80% of volume
60 seconds · 1100 · Significantly reduced the cost of AXA's after-call work
AXA Health shaves 60 seconds from AHT across 50,000 calls per week with AI-powered Verint platform
30% · 98%
Military retailer reduces hold time 30% and scales call monitoring from 1% to 98% with Verint
100% · $4 per call
HOPE AI voice assistant answers 100% of insurance FAQ calls at Southwest General, saving $4 per call
20% month-over-month · 68%
Ovianta uses ElevenAgents to achieve 68% patient engagement and 25% treatment conversion increase
Reported by the source case, as published — not independently verified.
Featured workflows in this category
A curated selection — highest-trust cases with the richest evidence (first-deployment failures documented, metrics on record). The full call center ai corpus is reachable via search.
Vivint increases closed won rate 7% and saves $150 per truck roll with Cresta AI coaching
Cresta → Cresta Agent Assist → Cresta Opera → Cresta Coach
Cresta gave Vivint 100% conversation visibility, lifted the closed won rate by nearly 7%, raised install rates by 3% adding 5,4….
How Aptive Drove Over $2 Million in Customer Retention with Cresta's Real-Time AI
Cresta → Agent Assist → Cresta's Hints
Aptive generated $2.
Retell AI automates 8,000+ monthly calls for Matic Insurance with 85–90% transfer success rate
Retell AI
Matic handled 8,000+ calls with AI in Q1 2025, achieved an 85–90% transfer success rate for appointment calls, automated ~50% o….
Super cuts STT costs by ~30% and scales real-time voice agents for real estate with AssemblyAI Universal-3 Pro Streaming
AssemblyAI → Universal-3 Pro Streaming → LiveKit
Universal-3 Pro Streaming delivered approximately 30% cost savings on STT, freed the engineering team from reactive maintenance….
Calabrio boosts customer satisfaction by 80% and accelerates global expansion with AssemblyAI
AssemblyAI
After migrating to AssemblyAI in 90 days, Calabrio achieved an 80% customer satisfaction improvement, 22% revenue increase, 63%….
Assembled brings agentic workforce management to Five9's Intelligent CX Platform for contact centers
Assembled
DailyPay reduced scheduling time by 65%, improved SLA performance by 7%, and saved 9,600 agent hours per month with over $1M in….
Verint helps a leading dental and veterinary products supplier increase call evaluations from 1% to 80% of volume
Verint Workforce Management → Verint Speech Analytics → Verint Quality Bots → Verint Desktop and Process Analytics
Call evaluation coverage rose from under 1% to 80% of volume, quality scores improved by 37%, and CSAT scores reached into the 90s.
AXA Health shaves 60 seconds from AHT across 50,000 calls per week with AI-powered Verint platform
Verint Wrap Up Bot → LLM
The Verint Wrap Up Bot reduced average handling time by 60 seconds, standardized call summaries across 1000+ agents, improved c….