AI Quality Assurance

Automate every QA evaluation rubric via API for your agents

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Automate every QA evaluation rubric via API for your agents

Automate every QA evaluation rubric via API for your agents

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META: Automate every QA evaluation grid via API with CoglyAI. Analyze 100% of your calls, reduce your AHT by 25% and ensure your GDPR/CNDP compliance.

Why the traditional QA evaluation grid is no longer sufficient for contact center requirements

Contact center optimization relies on the precision of your quality controls. However, manually evaluating each QA evaluation grid for your agents proves impossible for supervision teams who often only analyze 1% to 2% of conversations. Automating your QA evaluation grid allows you to lift this operational bottleneck by analyzing the entirety of conversation flows.

In a context of fierce competition between BPOs in France and Morocco, operational responsiveness makes the difference. Traditional call center side-by-side listening consumes valuable time that your supervisors do not spend coaching teams. CoglyAI provides a sovereign and automated response to this operational challenge by replacing random listening with a systematic audit of every call.

To go further in modernizing your processes, discover how to implement effective AI agent coaching to transform these evaluations into personalized training plans.

A modern QA evaluation grid is not limited to validating basic politeness criteria. It must measure regulatory compliance, first-call resolution, and precise detection of customer pain points. By digitizing and automating these grids, you transform raw call data into measurable performance levers for your management teams.

Let's take a concrete numerical example for a contact center handling 50,000 calls per month. With a classic approach, your evaluators analyze about 500 calls monthly, leaving 49,500 conversations without any quality control. By automating the QA evaluation grid, you get an accurate performance score on all 50,000 calls, immediately identifying speech gaps and missed sales opportunities.

The critical limits of manual evaluation and generalist tools

The manual approach to quality has major structural flaws. Human biases regularly distort results, as scoring varies from one supervisor to another depending on their sensitivity or fatigue. Furthermore, the processing times of manual evaluations delay feedback, depriving agents of immediate and constructive correction.

Some contact centers attempt to use generalist form tools or non-specialized ticket management solutions. These platforms lack the essential technological building blocks for voice processing. They force your teams to manually enter the results of prior listening, offering no real automation of collection or semantic analysis.

Non-specialized solutions also fail to process the linguistic complexity of calls, particularly the common alternation of languages in Morocco and France. CoglyAI solves this problem thanks to its acoustic models trained for the specificities of regional contact centers. To better understand the contribution of these technologies, discover the benefits of Speech Analytics for contact centers.

Finally, data security represents a major blocking point with American cloud tools. Non-compliance with GDPR in Europe or CNDP directives in Morocco exposes companies to heavy financial sanctions. CoglyAI guarantees total sovereignty with localized hosting and strict processes for masking sensitive data directly within the audio streams.

How CoglyAI's AI automates your QA evaluation grid end-to-end

The complete automation of your evaluation processes relies on an integrated technological suite that transforms raw audio signals into actionable performance indicators. CoglyAI orchestrates this transition in three key steps.

High-fidelity automatic call transcription with Faster-Whisper

The first step consists of converting voice to text with absolute precision. CoglyAI relies on Faster-Whisper technology, optimized specifically for the contact center sector. This technological block ensures rapid transcription and perfectly handles business jargon, regional accents, as well as the French-Arabic language mix.

This automatic call transcription step distinctly separates the agent's channel from the customer's. This distinction allows for separate analysis of the advisor's behavior and the caller's reactions, thus avoiding interpretation errors common to basic transcription systems.

Semantic analysis and automatic scoring of criteria

Once the text is generated, our semantic analysis engine takes over. It scans the transcription to validate the presence or absence of the elements defined in your QA evaluation grid. Whether it is the formulation of the greeting, the validation of the customer's identity, or the proposal of an additional offer, the AI assigns an objective score to each item.

This scoring does not just look for exact keywords. The AI understands the context and validates the meaning of the sentences. If an agent reformulates an instruction in a natural but compliant way, the system validates the point, guaranteeing a fair evaluation that respects the agent's communication style.

Seamless API integration and real-time data reporting

Automation makes full sense when the results integrate into your daily tools. Thanks to a robust API, CoglyAI transmits grid scores directly into your CRM, your telephony tool (like Vocalcom or Avaya), or your Business Intelligence dashboards.

Via secure SFTP streams or instant Webhooks, supervisors receive alerts as soon as a call shows a critical score. This continuous flow allows targeted coaching actions to be triggered without waiting until the end of the month to identify a quality slip.

Measurable results on the performance of your contact centers

According to a study conducted by the consulting firm Gartner, the adoption of Speech Analytics technologies within customer services significantly reduces operational costs while improving customer satisfaction. Field data collected by our clients validates this trajectory with performance indicators showing clear progress from the very first weeks.

The most immediate impact is measured on the reduction of AHT (Average Handling Time). By systematically analyzing the longest calls, the AI identifies agent hesitation, confusing phrasing, and unjustified silences. Supervisors then adjust their training to help agents structure their exchanges more effectively, which reduces AHT by 15% to 25%.

The improvement in FCR (First Contact Resolution) is another major gain. CoglyAI detects repeated call patterns by analyzing conversation history. By correcting incomplete agent responses thanks to an automated QA grid, the first-contact resolution rate increases by an average of 12%.

These operational gains translate directly into increased customer satisfaction (CSAT) and Net Promoter Score. Your agents, better supported thanks to feedback from audio KPIs, gain confidence. The clarity of objective evaluations reduces work stress and lowers staff turnover in your teams.

Quick Implementation Guide: Deploying Automated Evaluation with CoglyAI

The integration of the CoglyAI solution within your infrastructure is carried out seamlessly, without disrupting your daily activities. Our engineering team supports you at every stage of the deployment.

  • – Connection to your telephony or storage servers via secure protocols such as SFTP or direct Webhook integrations.

  • – Digitization of your existing QA evaluation grid in our AI rules engine to retain your specific criteria.

  • – Calibration phase during which our teams fine-tune the semantic detection models according to your industry jargon.

  • – Deployment of the visualization interface for your supervisors and quality evaluators.

  • – Testing phase on your real call flows to validate the perfect match of automatic scores with your standards.

Security and legal compliance frame our entire approach. In compliance with European GDPR and CNDP compliance in Morocco, CoglyAI integrates native data anonymization modules. Highly sensitive information, such as credit card numbers or personal identity data, is automatically masked in audio files and text transcriptions before any analysis.

Get ahead and automate your QA evaluation grid today

Automating your quality evaluation grids is no longer an option for ambitious contact centers. By moving from partial manual monitoring to a systematic analysis of all your conversations, you give your teams the means to perform. CoglyAI brings you the technical precision of Faster-Whisper transcription, the relevance of semantic analysis, and the security of a sovereign solution fully compliant with European and Moroccan regulations.

Choose modern, objective quality management focused on growing your key performance indicators. Contact our teams today to schedule a free, personalized demonstration of CoglyAI, and discover how we can transform the quality management of your contact center.

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

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.

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.