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  1. DeepFellow
  2. night shift

NightShift

Automated backend intelligence - running and optimizing while your team sleeps.

Fine-tune models, compress knowledge, and build dynamic knowledge graphs - continuously, automatically, and without interrupting live usage. NightShift is a plugin that runs heavy AI processing in the background, making full use of compute you're already paying for - outside of peak hours.

Part of DeepFellow Enterprise.

What you get

Automated model fine-tuning

Scheduled training pipelines that run against your company data and distribute across your infrastructure automatically. Keep your models improving without manual intervention or dedicated training windows.

Knowledge compression

Optimize your data footprint with full Vector Database support. NightShift processes and compresses your organization's knowledge into queryable, efficient vector stores - ready for retrieval-augmented workflows in Server.

Dynamic knowledge graphing

Continuously builds and updates knowledge graphs from your organization's data, fully supported by your Vector Database. Your AI's understanding of your organization deepens over time, automatically.

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Runs on your existing infrastructure

NightShift uses compute that's already there - no additional hardware required.

It schedules processes during idle periods, so your inference performance stays unaffected during active usage.

Part of DeepFellow Enterprise

NightShift is an Enterprise plugin.

It sits on top of DeepFellow Infra and Server, using the compute and knowledge infrastructure already in place. The more you run, the smarter your stack gets.

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