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AI/ML Solutions

AI Support Assistant

Northline's support team was buried in repetitive tickets about shipment status, account setup, and policy questions that were already answered in their internal docs.

Concept case study — client, brief and figures are illustrative

Concept client
Northline Logistics
Year
2025
Timeline
8 weeks
Try it yourself

Explore the live demo

A working preview of the support assistant we shipped. Ask it something, or switch views to see it adapt across devices.

app.northlinelogistics.com/support

Northline Assistant

Online

Hi! I'm the Northline Assistant. Ask me about your shipment, account, or billing.
The project

Challenge & solution

A quick look at what we walked into and how we approached it.

The challenge

Ticket volume was growing faster than headcount, response times were slipping past 24 hours, and agents had no time left for the complex cases that actually needed a human.

Our solution

We built a retrieval-augmented chatbot trained on Northline's internal documentation, wired it into their existing helpdesk, and shipped an analytics dashboard so the support team can see exactly what it's deflecting and where it's still handing off to a human.

LLM Fine-TuningRAG PipelineHelpdesk IntegrationAnalytics Dashboard
Projected results

What a project like this can achieve

+58%
Ticket deflection
-91%
Avg. response time
4.6 / 5
Customer satisfaction

Figures are modelled targets for this concept project, not measured client results.

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