AI Quality Assurance

Automate your QA evaluation grid on Vocalcom via API

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Automate your QA evaluation grid on Vocalcom via API

Automate your QA evaluation grid on Vocalcom via API

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META: Discover how to automate your QA evaluation grid on Vocalcom via the CoglyAI API. Boost your call center's performance and save time today.

The Hidden Cost of Manual Quality Evaluation on Vocalcom

In contact centers, quality management represents a major operational challenge. Supervisors and quality officers spend a significant portion of their time listening to audio recordings to fill out evaluation grids. This traditional approach has structural limitations that are critical to the profitability of the platforms.

According to a study by analyst firm Gartner, classic manual analysis only allows for the evaluation of 1% to 2% of all calls handled by a contact center. This low representativeness leaves 98% of interactions in a complete blind spot. Coaching decisions are thus based on a sample too small to be statistically reliable.

This historical method of call center double listening generates strong internal tensions. Agents often perceive these random evaluations as unfair or subjective. A difficult call evaluated at a specific moment can overshadow a week of excellent overall performance.

On the financial side, the human cost of this manual method is particularly high. An evaluator spends on average three to four times the actual duration of a call to listen to, analyze, and document a single QA evaluation grid. This non-productive time drastically reduces the ability of management teams to focus on direct and personalized agent support.

Generalist form or task management tools fail to solve this problem. Lacking specific connectors for telephone flows, they force teams to perform multiple file manipulations. CoglyAI provides an industrial response to this problem by automating the entire scoring process directly from your Vocalcom infrastructure.

How the CoglyAI API Automates Your QA Evaluation Grid

Quality evaluation automation relies on a seamless integration between your Vocalcom telephony software and CoglyAI's artificial intelligence engine. This synergy removes the need for manual listening for first-level scoring.

Ultra-High-Fidelity Automatic Call Transcription

The first processing step consists of transforming the sound signal into usable text. CoglyAI uses state-of-the-art models based on the Faster-Whisper architecture, optimized specifically for the call center environment. This automatic call transcription engine distinctly separates the agent's channel from that of the customer.

The transcription accurately handles accents, business-specific vocabulary unique to your activity, and the multilingualism frequently found in contact centers in Morocco and France. The generated text serves as the foundation for the qualitative evaluation step.

Semantic Analysis and Scoring of Business Criteria

Once the call is transcribed, CoglyAI's semantic analysis engine takes over. It analyzes the content of the conversation to identify the presence or absence of expected behaviors. The artificial intelligence searches for key elements defined in your quality assurance processes.

The technology instantly validates dozens of complex criteria:

– Compliance with the greeting and leave-taking guidelines.

– Application of the mandatory steps for handling the request.

– Use of appropriate empathy and politeness phrases.

– Detection of signs of dissatisfaction or irritation in the customer.

– Validation of legal notices required during a sale or subscription.


Automatic Score Generation and Grid Population

Each interaction receives an accurate score calculated from your custom business criteria. The automated QA grid is completed within seconds after the call ends. The AI assigns points, justifies each score with textual evidence from the transcription, and generates a brief summary of the exchange.

This comprehensive scoring directly feeds your performance reports. Supervisors no longer need to fill out grids by hand; they log into a decision-making interface to consult the consolidated results.

Technical Integration Guide: Connecting Vocalcom to CoglyAI

The integration of CoglyAI with Vocalcom is designed to minimize the effort required from your IT teams. The architecture adapts to your security and performance constraints through standardized communication protocols.

Step 1: Secure Transfer of Audio Flows

At the end of each call, your Vocalcom server generates a stereo audio file. CoglyAI retrieves these files automatically. Two transfer methods are available depending on your infrastructure:

– Automated export to a secure storage space via SFTP stream.

– Direct call to CoglyAI's REST API to push the audio file as soon as the customer file is closed.


Step 2: Processing and Masking of Sensitive Data

Before any analysis, CoglyAI applies a rigorous data protection protocol. Algorithms identify and remove personally identifiable information (PII) such as credit card numbers or identity data. This step ensures perfect compliance with GDPR regulations in Europe and CNDP compliance in Morocco.

To go further in optimizing your compliance processes, discover how to secure your contact center data through our sovereign approach to data management.

Step 3: Exposing Results via API and Webhooks

Once the QA evaluation grid is completed by the artificial intelligence, CoglyAI sends the structured data back to your IT ecosystem. Your teams can leverage the results in two different ways:

– By configuring Webhooks that send scores in real-time to your CRM or your business intelligence (BI) tool.

– By querying the CoglyAI API to extract consolidated data at regular intervals.


This flexibility allows quality scores to be displayed directly in your agents' workspace interface on Vocalcom, thereby enhancing autonomy and self-correction.

Operational Gains and ROI from the Very First Month

Deploying automatic conversation analysis immediately transforms the performance dynamics of your telephone platforms. Access to comprehensive data makes it possible to act on the key drivers of profitability.

Overall Improvement of Agent Performance

By evaluating 100% of calls, you provide your agents with a fair and indisputable view of their work. Scoring biases disappear, which boosts employee engagement. Performance gaps between top performers and struggling agents are identified within the first hours of production.

The AI agent coaching module automatically targets each agent's areas for improvement. Instead of spending hours searching for mistakes, trainers access precise recommendations based on actual data from the agent's QA evaluation grid.

AHT Reduction and Cost Optimization

Detailed analysis of silences and hesitations allows for a significant AHT reduction (Average Handling Time). CoglyAI identifies the steps of the call where agents lose time, whether due to a lack of training or slow IT systems. Managers can thus adjust communication scripts to streamline exchanges.

To delve deeper into this topic and discover concrete use cases, read our complete guide on optimizing average handling time using voice technologies.

Increase in Customer Satisfaction and First Contact Resolution

Better mastery of business processes directly translates into FCR improvement (First Contact Resolution). CoglyAI detects recurring call motives that require multiple interactions to resolve. By correcting these friction points, you increase the CSAT score and build loyalty in your customer portfolio.

The table below summarizes the difference in impact between the historical manual approach and the automation proposed by CoglyAI:

Key indicator

Classic manual evaluation

Automation with CoglyAI

Volume of calls analyzed

1% to 2% of calls

100% of interactions

Grid processing time

24h to 48h after the call

Less than 2 minutes in real time

Cost per evaluated call

High (significant man-hours)

Very low (fixed infrastructure cost)

Scoring objectivity

Subject to individual bias

Uniform and based on factual criteria

Coaching orientation

Reactive and global

Predictive and ultra-personalized

Why Choose CoglyAI for Your Quality Assurance Project

The evaluation solutions market offers different types of tools, but the majority of them rely on generic form management platforms. These non-specialized solutions force your teams to manually enter data and do not understand the reality of a contact center audio stream.

CoglyAI positions itself as the only sovereign Speech Analytics solution designed specifically for the requirements of call centers and BPOs in France and Morocco. Our technology does not just store evaluation grids; it listens, understands, and qualifies every second of your telephone conversations.

Data sovereignty is a fundamental pillar of our offering. Your health, financial, or personal data is processed on secure servers complying with the strictest security standards. We guarantee strict compliance with the directives of the CNIL and the Moroccan CNDP, thus avoiding any risk of legal non-compliance.

By integrating CoglyAI with Vocalcom, you transform your quality assurance department. You shift from a cost center focused on administrative surveillance to a value center oriented toward skills development and customer satisfaction. Our teams assist you at every step of the integration to design semantic models perfectly suited to your use cases.

Propel Your Contact Center's Performance with CoglyAI

The integration of CoglyAI with your Vocalcom instance radically transforms your quality management. By eliminating time-consuming double listening tasks, you evaluate 100% of your conversations, precisely target coaching for your agents using reliable data, and ensure perfect regulatory compliance without extra effort. This automation of your QA evaluation grid frees up managerial time to focus on human connection and developing your teams' skills.

Ready to automate your evaluation grids and maximize the efficiency of your operations? Contact CoglyAI experts today to get a personalized demo and run a free test on your own call flows.

Frequently Asked Questions

From setup to support, here are the answers you need to get started faster and with confidence.

How does Cogly AI process and transcribe our audio calls?

Unlike other platforms that use third-party APIs (like OpenAI) and export your data abroad, Cogly AI has a sovereign, in-house Speech-to-Text (STT) pipeline. Your audio files are processed directly on our dedicated Google Cloud GPUs using highly optimized acoustic models (Faster-Whisper). This guarantees ultra-fast transcription speeds, enterprise-grade scalability, and total control over your processing queue.

Where is our data stored and are you GDPR compliant?

What happens if the internal GPU infrastructure is saturated?

How does CoglyAI analyze calls?

What types of teams or call configurations are supported?

What is the "Automated QA Score"?

How are the included minutes calculated?

What happens if I exceed my subscription limits?

Can I modify or cancel my subscription at any time?

How do you guarantee the security and confidentiality of our audio data?

What types of CRM integrations do you offer?

What is the difference between Priority Support and a dedicated Customer Success Manager?

Frequently Asked Questions

From setup to support, here are the answers you need to get started faster and with confidence.

How does Cogly AI process and transcribe our audio calls?

Unlike other platforms that use third-party APIs (like OpenAI) and export your data abroad, Cogly AI has a sovereign, in-house Speech-to-Text (STT) pipeline. Your audio files are processed directly on our dedicated Google Cloud GPUs using highly optimized acoustic models (Faster-Whisper). This guarantees ultra-fast transcription speeds, enterprise-grade scalability, and total control over your processing queue.

Where is our data stored and are you GDPR compliant?

What happens if the internal GPU infrastructure is saturated?

How does CoglyAI analyze calls?

What types of teams or call configurations are supported?

What is the "Automated QA Score"?

How are the included minutes calculated?

What happens if I exceed my subscription limits?

Can I modify or cancel my subscription at any time?

How do you guarantee the security and confidentiality of our audio data?

What types of CRM integrations do you offer?

What is the difference between Priority Support and a dedicated Customer Success Manager?

Frequently Asked Questions

From setup to support, here are the answers you need to get started faster and with confidence.

How does Cogly AI process and transcribe our audio calls?

Unlike other platforms that use third-party APIs (like OpenAI) and export your data abroad, Cogly AI has a sovereign, in-house Speech-to-Text (STT) pipeline. Your audio files are processed directly on our dedicated Google Cloud GPUs using highly optimized acoustic models (Faster-Whisper). This guarantees ultra-fast transcription speeds, enterprise-grade scalability, and total control over your processing queue.

Where is our data stored and are you GDPR compliant?

What happens if the internal GPU infrastructure is saturated?

How does CoglyAI analyze calls?

What types of teams or call configurations are supported?

What is the "Automated QA Score"?

How are the included minutes calculated?

What happens if I exceed my subscription limits?

Can I modify or cancel my subscription at any time?

How do you guarantee the security and confidentiality of our audio data?

What types of CRM integrations do you offer?

What is the difference between Priority Support and a dedicated Customer Success Manager?

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Free your teams from manual listening tasks with AI

From evaluating QA scorecards to writing call summaries, automate time-consuming processes to enable your managers to focus on coaching agents.

Image

Free your teams from manual listening tasks with AI

From evaluating QA scorecards to writing call summaries, automate time-consuming processes to enable your managers to focus on coaching agents.

Image

Free your teams from manual listening tasks with AI

From evaluating QA scorecards to writing call summaries, automate time-consuming processes to enable your managers to focus on coaching agents.

Logo

Stop sample-auditing only 2% of your call logs. Audit 100% of your operational volume Instantly.

CoglyAI -  Enterprise-grade Voice AI and Speech Analytics for BPOs. | Product Hunt

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© 2026 CoglyAI. All rights reserved. These Terms will be applied fully and govern your use of this Website.

Logo

Stop sample-auditing only 2% of your call logs. Audit 100% of your operational volume Instantly.

CoglyAI -  Enterprise-grade Voice AI and Speech Analytics for BPOs. | Product Hunt

Newsletter

Get tips, product updates, and tricks to work more efficiently with AI.

© 2026 CoglyAI. All rights reserved. These Terms will be applied fully and govern your use of this Website.

Logo

Stop sample-auditing only 2% of your call logs. Audit 100% of your operational volume Instantly.

CoglyAI -  Enterprise-grade Voice AI and Speech Analytics for BPOs. | Product Hunt

Newsletter

Get tips, product updates, and tricks to work more efficiently with AI.

© 2026 CoglyAI. All rights reserved. These Terms will be applied fully and govern your use of this Website.