AI Quality Assurance

Building a QA evaluation rubric on HubSpot for your agents

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Building a QA evaluation rubric on HubSpot for your agents

Building a QA evaluation rubric on HubSpot for your agents

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META: Build your QA evaluation grid on HubSpot and discover how to automate it 100% with CoglyAI to boost your agents' performance. Request a demo.

Why the QA evaluation grid is essential for your agents on HubSpot

Optimizing customer interactions requires a rigorous methodology backed by powerful tools. Deploying a QA evaluation grid allows you to methodically analyze your advisors' speech to guarantee a consistent and compliant experience.

Modern companies increasingly use HubSpot to centralize their customer relationship management. Associating this leading CRM with a solid QA evaluation grid transforms your raw data into measurable performance levers for your support and sales teams.

However, general-purpose tools on the market quickly show their limits when it comes to in-depth quality assessment. A true quality assurance strategy requires technical specialization that only a business-specific solution can provide.

CoglyAI stands out as the ideal sovereign answer in France and Morocco. Our platform fills the gaps of non-specialized software by connecting the analysis of your conversations directly to your CRM.

Definition and business context of the QA evaluation grid in contact centers

The QA evaluation grid serves as a structured reference framework to assess the technical and behavioral skills of advisors. It details each step of the call, from the initial greeting to the sign-off.

Let's look at a concrete numerical example to illustrate the importance of this process. A contact center handling 50,000 calls per month spends a considerable amount of time on quality control. With a traditional call center call monitoring method, a supervisor manually evaluates about 1% to 2% of these flows.

This manual approach leaves 98% of conversations unchecked. It exposes the company to speech drift, compliance errors, and major lost business opportunities.

The cost of this manual evaluation is extremely high. An evaluator spends an average of 15 minutes listening to, scoring, and debriefing a 5-minute call. The overall productivity of your management teams is heavily impacted.

Implementing a standardized evaluation framework solves this asymmetry. By defining clear criteria, you structure the skills development of your teams.

To go further, discover how to optimize your Quality Assurance processes in call centers using proven methodologies.

The limits of the manual approach and general-purpose solutions on HubSpot

HubSpot is a remarkably effective CRM for tracking sales and centralizing customer data. However, using it as the sole support for your QA evaluation grid reveals significant structural flaws.

Non-specialized solutions lack native audio analysis tools. To evaluate an advisor, the manager must open HubSpot, play the recording in an external player, and then manually fill in custom properties in the CRM.

This fragmented process leads to a significant waste of time for supervisors. The lack of user-friendliness discourages regular evaluation and limits the scope of your quality initiative.

Furthermore, manual evaluation introduces unavoidable cognitive biases. Recency bias or evaluator fatigue distorts the actual performance results.

The absence of integrated automatic call transcription also prevents rapid semantic search. Supervisors navigate blindly without being able to identify weak signals or recurring customer objections.

Another major challenge lies in managing voice data security. According to the CNIL, the processing of audio recordings must respect very strict retention and masking rules. Since HubSpot hosts its data primarily on American servers, GDPR compliance and CNDP compliance in Morocco become complex to guarantee.

CoglyAI solves this problem by offering highly secure and sovereign local hosting. Our platform ensures the processing of your audio flows in strict compliance with European and Moroccan regulations.

How AI automates your QA evaluation grid

The integration of artificial intelligence deeply alters quality assurance management. CoglyAI automates the entire processing to analyze 100% of your telephone conversations without time-consuming human intervention.

Ultra-precise automatic call transcription with Faster-Whisper

CoglyAI's engine relies on cutting-edge Faster-Whisper technology to convert voice to text. This system perfectly handles regional accents, technical jargon, and linguistic variations specific to the French and Moroccan markets.

Each audio conversation is thus instantly transformed into structured and timestamped text. This transcription serves as the scoring basis for your automated QA evaluation grid.

Thanks to this technology, not a single word escapes analysis. You have a complete text history associated with each customer profile in your CRM.

Semantic analysis and automatic scoring

Once the call is transcribed, our semantic analysis module takes over to inspect the content of the message. Artificial intelligence automatically validates the criteria defined in your quality charter.

The system immediately detects if the mandatory polite greeting was spoken. It also verifies caller identity validation and the clarity of explanations provided by the agent.

CoglyAI then assigns an overall score and section scores instantaneously. Your complex evaluation criteria are transformed into objective numerical indicators.

To delve deeper into this topic, read our complete guide on implementing Speech Analytics in your customer service.

Personalized AI agent coaching

Automation does not replace humans; it enhances the role of managers. The AI agent coaching module generates individualized recommendations for each advisor right after the call ends.

The agent accesses a personal dashboard summarizing their strengths and areas for improvement. This immediate feedback loop accelerates learning and strengthens team autonomy.

The supervisor now focuses solely on complex cases identified by artificial intelligence. Training time thus becomes much more targeted and effective.

Measurable operational results on your audio KPIs

Automating your QA evaluation grid generates measurable operational and financial gains from the very first month of using CoglyAI.

  • AHT reduction (Average Handling Time) of 15% to 25% by identifying prolonged silences and agent hesitations.

  • FCR improvement (First Contact Resolution) of 10% to 18% by analyzing the relevance of responses provided from the very first contact.

  • – Increase in overall customer satisfaction measured by the CSAT score through better consistency in service quality.

  • – Quality team productivity multiplied by five by eliminating repetitive manual listening tasks.

By replacing traditional call center call monitoring with comprehensive supervision, you eliminate internal frustrations. Agent performance is evaluated fairly and objectively across their entire production.

This transparency significantly improves the social climate within the contact center. Advisors are more receptive to constructive feedback based on indisputable data.

Performance indicators are displayed in clear graphs to steer your activity in real-time. You immediately identify satisfaction trends and collective training needs.

CoglyAI and HubSpot in practice: quick implementation guide

Deploying a synergy between your HubSpot CRM and CoglyAI is done seamlessly and securely. Our engineers support you at every stage to ensure a successful technological transition.

Step 1: Connecting your audio flows

CoglyAI integrates directly with your existing telephony system. Whether dealing with cloud solutions or on-premise servers, we retrieve audio files securely.

We configure automatic file transfers via secure protocols like SFTP. You can also use our APIs to send your recordings in real-time.

Step 2: Configuring the automated QA grid

You define your evaluation criteria directly in CoglyAI's intuitive interface. Our artificial intelligence models learn to identify key phrases and expected behaviors.

You can import criteria from your existing QA evaluation grid or use our preconfigured templates. Our system adapts to your sector's specifics and your business requirements.

Step 3: Automatic data synchronization in HubSpot

Thanks to our native integration, evaluation results are automatically pushed into your CRM. Each HubSpot contact or ticket record updates with the performance scores of the associated call.

Your sales and support teams access the quality evaluation directly from the HubSpot interface they use daily. This centralization simplifies information management.

To learn more about the technical aspect, read our article on integrating Webhooks for Speech Analytics platforms.

Activate the power of AI quality assurance today

Building and running a QA evaluation grid directly in HubSpot presents obvious operational limits for ambitious contact centers. By combining HubSpot's centralization with the automatic analytical power of CoglyAI, you provide your teams with a tool of excellence. You reduce your AHT significantly, improve customer satisfaction, and ensure perfect compliance with local and European requirements.

Ready to transform your telephone conversations into growth opportunities? Request your free, personalized demo of CoglyAI now to discover how our sovereign solution propels your contact center toward operational excellence.

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.