FGS AI Agent & AI QA – AI-Powered Communication and Quality Assessment Platform
FGS AI Agent
FGS AI Agent, by combining natural language processing (NLP), speech recognition (STT), and speech synthesis (TTS) technologies, it provides customers natural, intelligent and interactive It offers a communication experience.
It supports your call center agents, reduces customer wait times, and lowers operating costs.
Supported Channels
📞 Telephone: IVR and ACD integration
💬 Chat: Webchat, WhatsApp, Telegram
🗣️ Voicebot & Chatbot: Synchronous speech
🔄 CRM and QA integrations
Key Features
1️⃣ Real-Time Conversational AI
With its STT (Speech-to-Text) + NLP layer, it instantly analyzes speech, identifies intent, and generates solutions.
“"Hello, can I get some information about my bill?"”
🧠 → AI Agent understands: Invoice inquiry request
🔁 → It retrieves information from the CRM and responds: “Your last invoice amount is 312.75 TL.”
2️⃣ Omnichannel Support
It integrates all interactions managed via phone, webchat, email, and social media into a single infrastructure.
AI Agent maintains conversational integrity across channels, ensuring a seamless user experience.
3️⃣ Knowledge Base Integration
AI Agent connects to the organization's knowledge base and generates immediate responses.
Moreover learning from human agents (reinforcement learning) His talent constantly improves.
4️⃣ AI QA & Speech Analytics Integration
AI Agent automatically analyzes the conversations:
Emotion and satisfaction analysis
Main topic identification
Agent performance report
5️⃣ Hybrid Support Mode
In simple scenarios, the AI manages the interview; in complex situations, it automatically hands it over to a live agent.
The conversation continues uninterrupted; the customer doesn't have to wait.
Benefits / Value Proposition
| Area | FGS AI Agent Contribution |
|---|---|
| Customer Experience | %45 daha hızlı çağrı çözümü |
| Operating Cost | %30’a kadar tasarruf |
| Accessibility | 24/7 uninterrupted service |
| Quality | The same standard in every meeting. |
| Productivity | Real-time KPI and error analysis |
Areas of Application
Call centers (Inbound & Outbound)
Customer service support lines
Banking, insurance, cargo and telecommunications services.
Public information hotline systems
Self-service customer portals
Technical Specifications
| Feature | Explanation |
|---|---|
| STT Engine | OpenAI Whisper / Google Speech / FGS Speech |
| NLP Engine | GPT-4 + Turkish language model |
| TTS Engine | ElevenLabs / Azure Speech |
| API Integrations | CRM, ERP, IVR, QA, Analytics |
| Redundancy | %99.9 uptime garantisi |
| Security | AES-256, JWT authentication, GDPR compliant infrastructure. |
Integration Ecosystem
FGS AI Agent works in full integration with the following FGS AI modules:
🧠 AI QA – Interview quality assessment
📈 Speech Analytics – Speech and emotion analysis
☎️ AI IVR / ACD – Intelligent navigation engine
📊 AI CATI – Automated search management
Reporting and Dashboard
Access live metrics via the admin panel:
Number of active and completed conversations
Average resolution time
Sentiment scores
AI-agent takeover rate
Daily performance graphs
KPIs Updated in real time And PDF, Excel, or API It can be exported in this format.
Security and Compliance
Data processing compliant with KVKK and GDPR.
Role-based access control
AES-256 data encryption
On-premise or cloud deployment option.
ISO 27001 certified infrastructure
FGS AI QA – Transform Your Quality Assessment Process with AI
FGS AI QA, It automatically listens to, analyzes, and evaluates all customer interactions, whether through calls, chat, or email.
The system learns from the ratings given by human QA specialists and improves consistency.
By evaluating hundreds of interviews in seconds. saving both time and money. provides.
Key Added Values
Automatic & objective evaluation
Real-time KPI monitoring
AI-powered feedback
Customizable form structure
Calibration support for the QA team.
Main Features
1️⃣ AI-Powered Automatic Scoring
Each call is analyzed by AI based on parameters such as tone, empathy, procedure, and quality of solution. Rating out of 100 It is done.
The system improves its model based on your QA team's past scores. (machine learning based calibration).
2️⃣ Customizable Evaluation Forms
Create forms specific to a department, campaign, or channel.
Add weights to the criteria, define dynamic question flows.
Examples of KPIs:
Greeting standard
Tone of communication
Resolution time
Script compatibility
Customer satisfaction score
3️⃣ Automatic Sampling (Sampling Engine)
It creates a balanced set of evaluation criteria by performing automatic or stratified sampling from all calls.
It operates with random, targeted, or emotion-based selection modes.
4️⃣ Real-Time Calibration Panel
When multiple auditors rate the same interview, the system calculates the variance. Calibration consistency reports.
It provides synchronous analytics using WebSocket infrastructure.
5️⃣ Advanced Reporting and Dashboard
Access KPIs, agent, team, and date-based metrics from a single screen.
It offers detailed analytics such as score trends, error distribution, and low-performing criteria.
Main Benefits
| Area | Learning Outcome |
|---|---|
| Truth | İnsan hatalarını %85’e kadar azaltır |
| Productivity | 10 times faster evaluation process |
| Consistency | Equal scoring across all forms. |
| Analytical Power | Tracking quality trends with advanced visuals. |
| Objectivity | Unbiased evaluation with artificial intelligence. |
Module Integrations
AI QA works integrated with all of FGS's AI modules:
🔗 Speech Analytics → Interview content & sentiment analysis
🔗 AI CATI → Research call quality measurement
🔗 AI IVR / ACD → Direct call routing tracking
🔗 AI Agent → Human + AI blended quality monitoring
🔗 CRM / HR → Performance and training recommendations
Technical Specifications
| Feature | Explanation |
|---|---|
| Backend | FastAPI + PostgreSQL |
| AI Engines | OpenAI GPT-4, Whisper, BERT |
| Data Analytics | Pandas + Plotly + Redis cache |
| Session Management | JWT Auth + Role-based access |
| Storage | AWS S3+ GDPR compliant backup |
| API Integration | CRM, Speech, QA, CATI, BI Tools |
Security and Compliance
Fully compliant with KVKK & GDPR.
AES-256 data encryption
Database hosted within Türkiye
Role-based authorization (Supervisor / QA / Admin)
Audit log system
Dashboard Views
QA Home Page:
Total number of evaluations, average score, number of active auditors, and pending forms are all available on a single screen.QA Dashboard:
Score distribution and trend chart views supported by graphs.Reports:
Dynamic report filters, PDF/Excel export.
Scheduled report feature enables automatic report generation.
Areas of Application
Call center quality teams
Outsource customer service companies
B2C customer support operations
Bank, telecommunications, energy, e-commerce support lines.

FGS AI Agent & AI QA – AI-Powered Communication and Quality Assessment Platform
FGS AI Agent, It combines natural language processing (NLP), speech recognition (STT), and speech synthesis (TTS) technologies to provide customers with a natural, intelligent, and interactive communication experience. It supports your call center agents, reduces customer wait times, and lowers operating costs.

Supported Channels
Phone
IVR and ACD integration
Chat
Webchat, WhatsApp, Telegram
Voicebot & Chatbot
Synchronous speech
CRM & QA
Integrations
Key Features
1️⃣ Real-Time Conversational AI
With its STT (Speech-to-Text) + NLP layer, it instantly analyzes speech, identifies intent, and generates solutions.
🧠 “Hello, can I get some information about my bill?” → AI Agent: “Your last bill amount was 312.75 TL.”
2️⃣ Omnichannel Support
It integrates phone, webchat, email, and social media interactions into a single infrastructure, providing a seamless experience.
3️⃣ Knowledge Base Integration
It connects to the organization's knowledge base, learns from human agents, and improves with each interaction.
4️⃣ AI QA & Speech Analytics Integration
- Emotion and satisfaction analysis
- Main topic identification
- Agent performance report
5️⃣ Hybrid Support Mode
In simple scenarios, the AI manages the conversation; in complex situations, it hands it over to a live agent, ensuring the chat continues uninterrupted.

Benefits / Value Proposition
Areas of Application
- Call centers (Inbound & Outbound)
- Customer service support lines
- Banking, insurance, cargo and telecommunications services.
- Public information hotline systems
- Self-service customer portals

Technical Specifications
Integration Ecosystem
AI QA
Speech Analytics
AI IVR / ACD
AI CATI
Reporting and Dashboard
- Number of active and completed conversations
- Average resolution time
- Sentiment scores
- AI-agent takeover rate
- Daily performance graphs

Security and Compliance
- Data processing compliant with KVKK and GDPR.
- AES-256 data encryption
- On-premise or cloud deployment option.
- ISO 27001 certified infrastructure
