Not sure where to start?

Book a free AI Assessment. We'll audit your operations, identify the highest-ROI opportunities, and recommend the right path for you.

© 2025, One Second AI

2025

Not sure where to start?

Book a free AI Assessment. We'll audit your operations, identify the highest-ROI opportunities, and recommend the right path for you.

© 2025, One Second AI

2025

Not sure where to start?

Book a free AI Assessment. We'll audit your operations, identify the highest-ROI opportunities, and recommend the right path for you.

© 2025, One Second AI

2025

Security Company (NDA)

AI Customer Support Agents

40–60

40–60

Hours saved per month

Hours saved per month

€35,000+

€35,000+

Annual savings

Annual savings

60–75%

60–75%

Ticket misclassification reduced by 60–75%

Ticket misclassification reduced by 60–75%

Challenges

The client, a leading security company, faced inefficiencies in handling customer email inquiries. Their existing system workflow of manually classifying client support emails into predefined ticket types was taking a big portion of support resources. As a result, their support team was burdened with repetitive manual tasks, reducing overall operational efficiency.


Objectives

Enhance Email Classification Accuracy: Implement AI agent to improve the precision of email classification.

Reduce Manual Workload: 
Minimize the need for human intervention in ticket categorization and reassignment

Improve Customer Response Times
: Ensure that customer inquiries are correctly categorized and processed faster.


Solutions Implemented

To address these challenges, One Second AI deployed a custom AI email automation agent with the following capabilities:

AI Email Analysis: The system utilizes advanced Natural Language Processing (NLP) to analyze email content, identifying key terms and contextual cues to classify inquiries accurately.

Intelligent Ticket Categorization: Instead of rigid predefined labels, the AI dynamically distinguishes between incident reports, information requests, and change requests based on message context.

Seamless Integration: The AI solution was integrated into the company’s existing ticketing system, ensuring smooth automation without disrupting existing workflows.

Continuous Learning: The AI model continuously improves its classification accuracy by learning from historical ticket data.


Results Achieved

Enhanced Accuracy: The AI-driven system significantly reduced misclassification rates, ensuring tickets were routed to the correct teams.

Operational Efficiency
: Automation minimized manual ticket handling, allowing support staff to focus on more complex customer needs.

Faster Response Times:
Automated ticket classification sped up resolution times, improving the overall customer experience.

Scalability:
The AI system continuously adapts to evolving patterns in email inquiries, making it future-proof for growing operations.


Conclusion

The AI email automation solution developed by One Second AI has transformed the ticket management process, eliminating inefficiencies and improving service quality.

By leveraging intelligent automation, the company now delivers faster, more accurate responses to customer inquiries while optimizing internal operations.

This case highlights how AI driven solutions can revolutionize customer service processes, saving time and enhancing user satisfaction.

Results

40–60 hours saved per month

Annual savings: €20,000–35,000+

Ticket misclassification reduced by 60–75%

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Co-founder @ One Second AI

Nuutti Räisänen

Co-founder @ One Second AI

Nuutti Räisänen

Co-founder @ One Second AI

Nuutti Räisänen