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Cleaning Lidar Data: Object Identification

Ghosts, fragments, reflections and munged objects are common defects in lidar data. How common? There’s no real answer to that question. It depends on the quality of the lidar, their number and pla...

May 10, 2024

By Gary Angel

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Using ChatGPT as THE Interface to a BI System

We started our ChatGPT/LLM integration process with a SQL generator and then followed that up with an insights generator based on specific reports a user pulled in the UI of our platform. Getting the...

May 7, 2024

By Gary Angel

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Lidar Data Quality

An Introduction to Lidar Data Cleaning   In the last couple of years lidar has become a foundational technology in people measurement. Along with camera and electronics, it’s one of the thre...

May 7, 2024

By Gary Angel

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ChatGPT and Highlight Generation: Improving a Master of the Obvious

While SQL generation was a good place to with our ChatGPT integration efforts, it was inherently limited as a use-case. Most people who need data have enough familiarity with SQL to get it (and most ...

May 3, 2024

By Gary Angel

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ChatGPT and BI Integration: Getting SQL Generation Right

Like everyone managing a BI product, we spent a good chunk of last year working to integrate AI (and specifically ChatGPT) into our product. We worked on three levels: a SQL Generator to give people ...

April 8, 2024

By Gary Angel

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ChatGPT and the Struggle to Integrate AI into Applications

Like every other technical product-person in the world, when ChatGPT emerged, I was cranking through ideas for how it impacted our product and how it could be used.   ChatGPT was revelatory bo...

April 4, 2024

By Gary Angel

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Constructing a Behavioral Segmentation in DM1

The design of a segmentation scheme relies on the art of a practitioner. That art can be replaced by data-driven techniques (like clustering), but even with clustering the number, naming and descript...

January 23, 2024

By Gary Angel

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Designing a Behavioral Segmentation for DM1

My last post described the concept of a Segment Set – a group of segments that classify all of the visits to a location. These segmentation sets are perfect for broad usage in enterprise reporting....

January 16, 2024

By Gary Angel

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Exclusivity: The Super Power of the Segmentation Set

Individual segments let you identify, study and use specific behavioral patterns in your customers or users. That’s as true in digital as it is in physical people-measurement. Those segments ...

January 12, 2024

By Gary Angel

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