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ShipStation Global built an AI IT help desk agent called Deckhand on Amazon Bedrock AgentCore, resolving 97.5% of Slack channel queries in its first three months with a 96% positive feedback rating.

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ShipStation builds AI IT help desk on Amazon Bedrock AgentCore

What happened

FAQ

What is Deckhand?

Deckhand is an AI IT help desk agent built by ShipStation Global's engineering team. It runs in Slack, answers routine IT questions from a curated knowledge base, reads error-message screenshots, and files Jira tickets.

What is Amazon Bedrock AgentCore?

It is an Amazon Web Services service used to build and deploy enterprise AI agents. Deckhand was built on it.

What results did Deckhand achieve?

According to the source, the agent resolved 97.5% of channel queries in its first three months of operation, with a 96% positive feedback rating.

Can MENA IT teams replicate this model?

The deployment offers a practical template for building an internal IT support agent on Slack over managed cloud infrastructure. It is replicable for organizations facing high ticket volumes, provided local data residency and compliance requirements are addressed.

Source: AWS Machine Learning

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