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axl.Insights
Explore the nexus of intelligence, engineering ingenuity, and automation


Codifying precision prompting for industrial-grade LLM reliability
Precision prompts drive consistent, scalable AI outcomes in energy and manufacturing. AI’s rapid pace from pilots to production within...

Mujtaba Raza
Sep 42 min read
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Scaling partition management in high-cardinality datasets
Efficient partitioning in high-cardinality datasets helps to achieve better query performance, reduces unnecessary overhead, and scales...

Danial Gohar
Sep 12 min read
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Optimizing delta table compaction for high-volume sensor data in energy and manufacturing
Reducing query latency and storage costs through efficient time-series data management High-frequency sensor data plays a critical role...

Hafsa Hashmi
Sep 12 min read
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Stabilizing post-deployment handoffs with delivery checkpoints mapped to data lifecycle stages
Ensuring smooth transitions by tying operational checkpoints to key data management phases. Smooth post-deployment handoffs are critical...

Abdul Samad Bhundi
Aug 282 min read
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