Resolve on the same call
Answer company questions and walk through approved troubleshooting. Check authorized records, clarify ambiguous answers and ask the caller whether the issue has actually been resolved.
Enterprise voice automation · DOD IT Solutions
AI Voice Call Center & Complaint Processing
A voice agent trained around your company. Listen to the complaint, clarify the details, resolve what’s possible—and put the right person on the same call when it matters.
Full source codeHosted SaaS or your serverOne-month implementation target
From conversation to action
More than answering the phone
Customers speak naturally. Your team receives a confirmed, structured complaint—not another recording to decipher. We design the voice experience, business rules and delivery path around your operations.
Create a complete support ticket
Capture the customer, service reference, complaint category, urgency, symptoms and next action. Confirm critical fields aloud, create the ticket and read back its reference after the destination acknowledges it.
Bring in a real technician
Transfer or conference the same call to an available technician, with a concise complaint summary and completed steps. If the team is unavailable, follow your queue or callback policy rather than abandoning the caller.
The complete call journey
One conversation. A clear outcome.
Answer and identify
Introduce the company and disclose the AI agent. Obtain recording consent where needed, establish the caller's preferred language and verify only the identity details required for the task.
Listen and clarify
Let the caller explain the complaint, then ask focused questions about the product, location, symptoms and timing. Read back names, references and important details before proceeding.
Understand and investigate
Classify the complaint, check approved company knowledge and inspect authorized account or ticket data. If evidence is missing, ask for clarification instead of inventing an answer.
Resolve, ticket or transfer
Offer approved troubleshooting on the same call; otherwise create a ticket or transfer to an available technician. Respect explicit requests for a person and safety-related escalation rules.
Confirm and deliver
Confirm the ticket reference, next step and callback window. Send the outcome to the selected business system and retain an auditable delivery status.
Complaint intelligence
Every detail your team needs to act
Voice complaint intake
natural spoken conversations with interruption handling and confirmation of critical details
Support tickets
capture customer identity, product, complaint, urgency and an agreed next action
Technician handoff
transfer the same call with the complaint summary and confirmed customer details
Company knowledge
answer from approved policies, services, manuals and troubleshooting instructions
API outcomes
send validated complaint events and ticket updates to your existing business systems
Batch exports
deliver CSV or JSON files on an agreed schedule with reconciliation reports
Database updates
write approved fields through least-privilege application connectors
Multilingual calls
configure supported languages, regional voices and industry terminology
Interview workflows
ask approved screening questions and route the summary to a human reviewer
Same-call resolution
guide customers through approved troubleshooting and confirm whether the issue is resolved
Callbacks and follow-ups
schedule consented calls and confirm the preferred contact window
Human fallback
transfer when requested, when confidence is low or when the issue falls outside approved policy
Product Preview
See AI Voice Call Center & Complaint Processing in Action
Real screens from the AI Voice Call Center & Complaint Processing admin console and mobile app. Every element is fully white-labelable to your brand during the free installation.
aivoice.app/dashboard
Web admin console · React + Node/PHP · fully responsive
Native mobile app · iOS + Android · Flutter / React Native
Deliver results, not loose transcripts
API, database or batch file—your choice
We agree the destination schema, permissions and acknowledgment rules before integration. The examples below illustrate the delivery contract; they are not live endpoints on this website.
API & webhook delivery
Publish complaint.created, ticket.updated and handoff.completed events to your authorized application. Validate payloads, sign webhook requests, preserve an event ID and monitor acknowledgment. Connect your existing CRM, helpdesk or third-party API.
Application database connector
Map approved fields through your existing application API or a dedicated least-privilege connector. Validate references, use transaction boundaries and record write status. Untrusted caller speech never becomes unrestricted SQL.
Scheduled batch delivery
Export agreed CSV or JSON records to a secure destination such as object storage or SFTP. Include batch IDs, timestamps, record counts and delivery receipts. Reconcile failures and prevent duplicate ticket creation when files are reprocessed.
Illustrative complaint event · destination configured for your company
{
"event": "complaint.created",
"event_id": "evt_example_1042",
"ticket_reference": "CMP-1042",
"category": "connectivity",
"priority": "business_interruption",
"language": "en-IN",
"confirmed_details": {
"service_reference": "verified",
"symptom": "connection drops on all devices"
},
"resolution": "technician_handoff",
"delivery_status": "acknowledged"
}Company-trained, not generic
Your knowledge. Your rules. The right model.
Build an approved company knowledge base
We ingest your service descriptions, FAQs, product manuals, complaint policies, warranties, troubleshooting guides and escalation directory. Documents are cleaned, versioned and reviewed by your business owner before publishing. Answers are grounded in approved sources; missing information triggers clarification or a human handoff.
Control what the agent may say, what it may read and what it may change. Updates to a policy can be published through knowledge approval without retraining the entire model.
Select through evaluation, not a blanket claim
We benchmark suitable speech and reasoning models against your accents, phone audio, terminology, interruption behavior, latency and privacy requirements. The best fit for your company is selected from that evaluation—not promised as one model that can do everything.
Adaptation normally combines knowledge retrieval, business rules and tested prompts. Fine-tuning is considered where the chosen model supports it, you have consented and licensed training data, and testing shows a measurable benefit. Hosted models cannot automatically be moved to your server.
Voice & telephony ecosystem
Proven providers. A custom implementation.
These are researched integration options—not claims that every provider is already connected. We choose a stack with you based on your phone system, languages, deployment region and required features.
AWS Amazon Connect
Contact-center voice routing, AI self-service and escalation. Amazon Lex supports conversational flows; Bedrock provides model choice and knowledge-driven workflows. Appropriate when an AWS contact-center foundation is preferred.
Amazon Connect AI agentsTwilio Programmable Voice
Phone numbers, call control and application-driven voice flows. ConversationRelay connects caller speech with your AI application; the application supplies the business logic, knowledge and authorized actions.
Twilio ConversationRelayGoogle Dialogflow CX
Conversational agent flows with speech input/output and multilingual configuration. A useful option for managed dialog design; phone-call speech, voices and generative features have different language coverage.
Dialogflow CX language supportAzure Communication Services
Call Automation APIs combined with Azure Speech for recognition and spoken responses. Suitable for a custom voice application in an Azure environment; custom voices and some capabilities require provider approval.
Azure voice integrationLanguage coverage varies across speech recognition, synthesis, phone-call models and generative features. We validate your priority locales and code-switching before acceptance. Number availability, transfers and recording permissions also depend on provider and region.
Deployment that fits your business
Managed SaaS or installed on your server
Hosted SaaS / managed environment
We set up the agreed tenant or dedicated environment, company branding, administration, knowledge workflows and integrations. Hosting region, access controls, retention, backup, monitoring and ongoing responsibilities are documented as part of the engagement.
Your server / private cloud
We size and configure the application server, container deployment, storage, security, monitoring and recovery procedures. External telephony or AI APIs may still be used. Fully private inference requires suitable model licenses, appropriate GPU capacity and its own evaluation; hardware is scoped rather than assumed.
Full source code for the delivered application and agreed custom integrations is included. Third-party services, models and accounts remain governed by their provider terms.
A clear implementation plan
A one-month target, with weekly milestones
The four-week target begins when scope is agreed and your knowledge documents, access and reviewers are ready. Complex integrations, provider approvals, number provisioning or bespoke training can extend the schedule.
Week 1
Discover & prepare
Map complaint categories, identity checks, technician queues and destinations. Collect approved company documents, select priority languages and benchmark provider candidates against representative calls.
Week 2
Adapt & connect
Build the company knowledge index, configure the voice persona and clarification policy, and connect the initial ticket/API/database or batch destination in a test environment. Fine-tuning is considered only where supported and justified.
Week 3
Test real scenarios
Evaluate noisy phone audio, interruptions, accents, unresolved complaints, human requests, sensitive topics and connector failures. Business owners review answers and approve the escalation rules.
Week 4
Deploy & hand over
Install the agreed environment, run a controlled pilot, complete acceptance checks, train administrators and deliver the application source code, configuration, deployment instructions and monitoring runbook.
Control & confidence
Safe boundaries. Visible operations.
Privacy and action controls
- Recording disclosure and consent according to your operating jurisdiction
- Role-based access and audit history
- Encrypted transport and configurable retention
- Sensitive-field masking and least-privilege connectors
- Human approval for restricted actions
We design for your stated compliance requirements; regulatory certification is not implied. Payments, emergencies, legal advice and other restricted actions follow explicitly approved human escalation rules.
Operations your team can manage
- Call oversight: queues, outcomes and call history
- Ticket routing: categories, severity and ownership
- Technician queues: availability and handoff context
- Knowledge approval: versioning and publishing
- Language configuration: approved voices and terminology
- Delivery monitoring: retries, exports and reconciliation
Acceptance tests cover real phone audio, noisy callers, clarification, ticket accuracy, human transfer, failed integrations and data read-back. Performance targets are agreed and measured during the pilot.
What you receive
From source code to operational handover
Full application source code
Voice-agent orchestration, administration, knowledge workflows and agreed connector code; third-party model weights and services retain their own licenses.
Knowledge-base onboarding
Document cleanup, structured ingestion, retrieval configuration and business-owner approval.
Voice and workflow setup
Greeting, clarification, complaint classification, ticket creation, transfer and fallback rules.
Integration and deployment
Agreed API, database or batch-file output; hosting configuration, installation and operational handover.
Evaluation and training
Representative test calls, staff walkthroughs, acceptance report and administrator documentation.
What we need from your team
- Approved company knowledge, FAQs, manuals and escalation policies
- A phone number, SIP trunk or authorized telephony provider account
- Test access to CRM, helpdesk or other destination APIs
- Language priorities and representative consented test calls
- An agreed hosting region and data-retention policy
- A named business owner for weekly reviews and acceptance testing
Questions & answers
Plan your voice-agent project
Is this a voice-only call-center agent?
Yes. The customer experience is a spoken phone conversation, not a text chatbot. A web administration console and optional staff mobile companion manage calls, tickets and handoffs; customers do not need to type.
Can it resolve a complaint during the same call?
It can follow approved troubleshooting and business rules, check authorized records and confirm the result with the caller. Anything outside those rules, uncertain or sensitive goes to a human. Resolution is never guaranteed for every complaint.
Can it transfer the caller to a real technician?
Yes, the implementation can use your telephony provider's transfer or conference capabilities. The technician receives the structured summary and confirmed details. If no technician is available, the caller is offered a queue, ticket or callback according to your policy.
Can you connect our existing APIs and database?
Yes. We map the agreed fields to your authorized APIs, helpdesk or application database connector. You can alternatively receive scheduled CSV or JSON batches. Credentials, test access and destination validation rules are agreed during discovery.
Which languages will the agent support?
We configure and test your priority languages and regional voices with the selected provider. Recognition, synthesis, telephony and model support differ by locale, so coverage and code-switching are verified before acceptance rather than promising every language.
Do you fine-tune the best model for our company?
We evaluate suitable models against your call audio, language needs, latency, deployment and privacy requirements. Company knowledge is normally adapted using retrieval and approved prompts. Fine-tuning is added only when the chosen model supports it and licensed training data demonstrates a measurable benefit.
Can we choose hosted SaaS or install it on our own server?
Yes. We can configure a managed SaaS environment, your private cloud or your own server. An on-server application may still call external telephony and AI APIs. Fully private inference requires compatible models, adequate compute and a separately validated architecture.
Can you complete the system within one month?
The target is a four-week implementation for the agreed initial scope after knowledge documents, account access and decision-makers are ready. Provider approvals, number provisioning, complex integrations or bespoke model training can change the timeline; the milestones are confirmed at kickoff.
Can the voice agent conduct interviews?
An optional workflow can ask approved interview or qualification questions, capture consented responses and prepare a structured summary. A person reviews outcomes; the system is not positioned as an autonomous hiring decision-maker.
Will we receive the source code?
Yes, full source code for the delivered application and agreed custom integrations is included. Your company retains control of its knowledge and configuration. Third-party APIs, telephony accounts and model licenses remain subject to provider terms.
What happens if an API is unavailable or a call drops?
The planned workflow records the last confirmed state, avoids claiming a successful write before acknowledgment, queues bounded retries where appropriate and alerts operations. Reconciliation and consented callback rules prevent silently lost complaints or duplicate tickets.
How do we start?
Contact DOD IT Solutions with your call volume, languages, current phone system, complaint categories and integration requirements. We confirm scope, hosting, model evaluation and a delivery plan without publishing fixed prices.
Let’s build your company’s voice agent
Tell us your complaint categories, call volumes, languages and current systems. We’ll define the voice workflow, knowledge onboarding, integration approach and deployment plan.
Talk to DOD IT Solutions