AI Complaint Management Software Built for Real Operations
AI complaint management systems are automated systems that answer customer calls around the clock. It deals with customer complaints just like a real person, grows without limits, and work with your current CRM or support tools.
Pete & Gabi's AI support resolution tool Olivia AI, can handle incoming complaints, qualify them and give them to the right team automatically. Additionally, she can be set up and running in just five days.
Best AI tools for Complaint Management Automation
How to find the Top AI complaint management software for businesses?
AI support handling systems will combine the use of conversational AI, intelligent telephone call routing, escalation workflows, and CRM integration for customer complaints.
The main components of an AI support resolution system include:
- Answer complaint-related phone calls 24/7 with live AI assistance.
- Manage live complaint conversations over the phone from start to finish.
- Qualify and categorize complaints during every live call.
- Route or escalate complaints while the caller is still on the line, including transfers to a live agent.
- Track every customer complaint automatically through CRM integration.
The negative consequences of not resolving a customer complaint can lead to reputational damage. By using an AI support resolution system, every complaint will be tracked, routed, and resolved in a timely, transparent, and accountable manner.
Engagement Rate of Prospects that Respond
Reduction in Time to Manually Follow Up
In Total Annual Revenue Recovered
AI Complaint Handling Agents
AI voice agents for complaint handling calls
Which AI tools handle customer complaints automatically?
AI support resolution service combines all your company's complaint calls active, queued and resolved into one integrated real-time view.
Answer all incoming complaint calls automatically
Handle inbound and outbound complaint conversations in real-time
Creating, updating, and registering complaints directly into your CRM
Provide proactive status updates to customers during each stage of resolution
Monitor live complaint activity with complete historical and real-time data.
Transcribe and summarize every complaint call automatically using predefined criteria.
Summarize complaint outcomes and generate actionable insights from every conversation.
Access complete historical and real-time complaint data for informed decision-making.
Deploy without any manual setup, configuration, or additional effort.
With Olivia AI you can:


Technology
AI complaint management for call centers: How Does It Work?
AI support resolution software uses speech recognition, natural language processing (NLP), and voice synthesis technologies to automate the handling and resolution of complaints.
Deliver low-latency, human-like voice conversations that sound natural on every call.
Leverage complete caller history to deliver contextual, personalized responses.
Identify the root cause of complaints while troubleshooting issues in real time.
Generate dynamic conversation flows based on the type and context of each complaint.
Olivia AI employs:


Launch Without IT Support
How do AI tools manage complaints at scale?
AI support agent that connects with your CRM for real-time conversation, receiving complaints and documenting all interactions without any manual.


















Make every conversation count
Speak to our Expert
Hello! I'm Clancy Ryan, Head of AI
I guide the training and optimization process of Olivia AI, including contextual refinement, objection handling, and real-time conversation at high volumes. Curious to know how your business could make money using our AI sales agent?
Results Across Every Complaint and Interaction
Why use AI software for complaint management and resolution?
The performance of AI support handling can be evaluated in several ways: resolution rates, reduced escalation, and lost revenue from at-risk customers.
Olivia AI can regain lost customers through identifiable outcomes.
+1.5X
AI vs Manual Calling Customers Acquired
+40%
Conversion to Customer
-20%
Churn reduced
+20%
Revenue from Up-sells/Cross-Sells/Promotional
Source: Olivia AI deployment data from Pete & Gabi enterprise use cases.
Features
How do teams use AI agents for reopening customer complaints?
Olivia AI processes all incoming complaint calls, resolves complaints on the first call basis, directs callers to the proper department, and/or schedules follow-ups/callbacks.
Key Features of Olivia AI include:
- Handle up to 100 incoming complaint calls at once
- Create a unique complaint handling script based on your existing CRM data and complaint taxonomy
- Instant escalation and transferring of complaints to the appropriate team
- Record the complaint data, what the outcome was, and the status of the resolution, directly into your CRM
- Cancel at any time, at your discretion. No long-term contracts.
AI Support Management Use Cases
How Do Businesses Use AI Complaint Management Services?
Companies are using AI-based complaint resolution to automate the handling of complaints by streamlining how complaints are received. It classifies calls qualified, routed, managed, resolved, and how proactive follow-ups are completed for every channel and customer level.
Resolve inbound complaints with intelligent first-call resolution.
Provide 24/7 outbound status updates to keep complainants informed.
Handle general service complaints based on predefined criteria.
Qualify complaints and route them based on urgency, type, or customer value.
Re-engage dormant complaints that have not been acknowledged or resolved.
Schedule appointments for qualified complaints and resolution follow-ups.
Some typical uses for Olivia AI include:
Integrations
How do businesses implement AI complaint management tools with CRM integration?
AI-based support handling integration to any CRM, automation platforms, and service delivery systems.
Salesforce
HubSpot
Zoho CRM
Pipedrive
Email & SMS Scheduling
Sugar CRM
ServiceNow
REST API


AI Voice Agents for Modern Businesses
Automate Conversations with Olivia AI
Industries
Top AI Complaint Management Service for All Industries
AI-based complaint handling is designed with all the specific requirements for any industry, to support and maintain a compliant complaint workflow. It will meet the standards of quality in delivering customer service and comply with the specific regulatory requirements.
Healthcare
AI-based complaint handling can help healthcare providers manage their patient complaints that include appointment delays; billing disputes; concerns regarding treatment; and/or staff performance.
Financial Services
For lenders and other financial institutions, AI-based complaint handling can be used to automate the intake of borrower and customer complaints.
Real Estate
For real estate agencies and property management companies, AI-based complaint resolution can be used to handle tenant complaints and buyer or seller disputes.
Insurance
For all other types of complaints, AI-based feedback management can manage service outage complaints, billing disputes, and contractual complaints, using automated real-time problem resolution.
Telecommunications
Handle service outage complaints, billing disputes, and contract grievances at scale with real-time troubleshooting, automatic complaint registration, and seamless escalation.
Education
Complaints from students and parents regarding issues related to enrollment, complaints related to academics, and complaints about administrative delays are managed.
Utilities
Automatically manage customer complaints about service disruptions, billing changes, and infrastructure issues covering both private municipality and government municipality operators.
Hospitality
AI support handling hotels, hospitality groups, and QSR and FMCG brands to manage guest and customer complaints.
Automotive
AI-based feedback management will capture and save every detail of the complaint made by the customer. It then follows up with the customer to confirm that the complaint has been resolved.
Professional Services
Automate client complaint intake, complaint routing, and follow-up for service businesses, including local government bodies, government municipality contact centers, and private municipality operators.
Staffing & Recruiting
Complaints from candidates regarding scheduling interviews, delays in hiring, and gaps in communication will automatically be routed.
Marketing
Complaints from clients regarding outbound campaigns and high volume of marketing activities will be logged, routed, and followed up.
Built for Inbound & Outbound Calls
DEPLOY HUMAN-LIKE
AI CALLING WITH OLIVIA AI
Results That Deliver Value
How to Choose AI tools for real-time complaint tracking and updates?
Discover the results of using AI agents that make and answer phone calls for dormant B2B accounts
How Olivia AI Engaged 1,092 Calls and Delivered 35 Qualified Transfers for Home Inspection Company
2 days ago
How Rebecca AI Processed 11,833 Candidates Without a Single Recruiter
2 days ago
FREQUENTLY ASKED QUESTIONS
How do AI tools handle complaints automatically?
AI support handling systems utilize telecommunications infrastructure, voice recognition software, natural language processing, and text-to-speech systems to automatically respond, qualify, resolve and escalate complaints.
AI-based complaint resolution solutions that can be utilized as general purpose solutions and complaint-specific solutions, such as Olivia AI.
How does an AI complaint management agent handle escalation and routing?
Olivia AI determines in real time the reason for each complaint that is received in the contact center based upon urgency, complaint type, customer tier, and resolution history.
The escalation rules established by Olivia AI are fully customizable and the entire context of each complaint call is electronically transferred to the receiving agent.
How do I find the best AI complaint management service for small businesses?
Find a complaint handling platform that is quick to set up, flexible pricing and does not require long-term contracts to support your CRM out of the box with little to no Tech Knowledge. Some platforms include Pete & Gabi Olivia AI, CallAgent AI, and NLPearl.
How quickly can an AI complaint management service go live?
An AI support resolution agent can be configured and made live for complaint calls within 5 Business Days.
Pete & Gabi team of consultants manages the entire configuration of Olivia AI including voice configuration, CRM configuration, complaint category script development and escalation rules.
How does 24/7 AI complaint management benefit businesses?
The AI used for complaint handling will ensure that all complaints are received by the back end and logged instantly regardless of the time of day.
It reduces the frustration for your customers due to being acknowledged at a later date and also you will have every complaint already triaged, categorized, and set up for action.
How does an AI complaint agent handle industry-specific complaints like physical product issues or municipality grievances?
AI support handling solution created an accurate classification system specific to your complaint taxonomy, including physical complaints, resident grievances and regulated complaints.
Prior to going live, escalation rules, registration requirements and response templates will be developed for you by Olivia AI to ensure compliance standards.
Take Control of Every Complaint
Ready to Streamline Your Complaints with an AI Complaint Management Service?
Utilize the best AI support resolution service to resolve complaints, lower the cost of escalation, retain customers, and increase the capacity of your team.






