Sidecar Blog

Data Management

An illustration of a library divided between locked glass cabinets and open reading tables, representing closed versus open data architectures.

5 min read

The Strategic Divide: Salesforce vs. SAP on AI Agent Access

For decades, the user interface was the product. When an association purchased an enterprise software system, the implicit agreement was that staff...

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Sidecar Sync Episode episode 134 cover featuring Amith Nagarajan and Mallory Mejias

35 min read

Enterprise Platforms Prepare for AI Agents & Diffusion LLMs Prove Their Production Value | [Sidecar Sync Episode 134]

Summary: In this episode of Sidecar Sync, Amith Nagarajan and Mallory Mejias dig into two major shifts happening beneath the surface of AI: how...

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A brass magnifying glass focusing on a section of a complex architectural blueprint.

5 min read

Stop Fearing Your 'Dark Databases': A New Way to Map Your Data

Imagine you want to answer a seemingly simple question about your association's membership: Are there geographic trends in your year-over-year...

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Sidecar Sync Episode episode 133 cover featuring Amith Nagarajan and Mallory Mejias

32 min read

Dark Databases & the State of AI Video | [Sidecar Sync Episode 133]

Summary: In this episode of the Sidecar Sync, Amith Nagarajan and Mallory Mejias dig into the hidden world of “dark databases”—messy, undocumented...

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Illustration of a tall green door at the end of a hallway secured with a deadbolt and a padlock.

4 min read

The Two Problems Holding Your Association Back From AI Agents (And Neither One Is the Technology)

Eighty percent of organizations surveyed in Anthropic's 2026 State of AI Agents Report say agents have already delivered measurable financial impact....

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Split illustration of a junk drawer: left side shows a cluttered, overflowing drawer with tangled cables, mismatched keys, batteries, and loose screws in muted tones; right side shows the same items neatly arranged on a clean surface in a warm cream, peach, sage, and charcoal palette, organized but still varied in shape and size.

5 min read

Data Warehouses, Data Lakes, AI Data Platforms — What's the Difference and Why Should You Care?

When association leaders hear the term "AI data platform," there's usually a familiar response: "Oh, so it's like a data warehouse?" Not quite.

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Cross-section illustration of a building where polished AI capabilities sit above an unfinished data platform foundation under construction.

6 min read

The Infrastructure Gap Holding Your AI Strategy Back

Associations are adopting AI at a pace that would have been hard to imagine even two years ago. Content generation, member service tools, internal...

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3 min read

From Pain to Gain: Practical Applications of AI-Powered Data Analysis for Associations

As recently discussed on the Sidecar Sync podcast, for many associations, data is abundant but achieving real insights from it is not without...

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3 min read

Unlocking the Power of Unstructured Data: How AI is Revolutionizing Association Management

One of the key value propositions of an association is its knowledge repository, which has usually been built up collaboratively over many years. As...

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