Airtable Unsuitable as Core Operating System

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Marketing agency chief operating officer on Airtable use cases and alternatives

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It really wasn't necessarily built for our use case.
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This is a classic case of a flexible tool hitting the edge of its sweet spot. The agency used Airtable as a content pipeline, CRM, and even a lightweight HR system, but once the base became a core operating system for multiple teams, the pain showed up in slow load times, weak reporting, storage limits, and a need for custom software on top. Airtable fit the builders, not the full organization.

  • Only a small slice of the team worked directly in Airtable. Most employees used a custom software layer built on top of it, which shows the base itself was not a natural interface for everyday users. That is exactly the gap Airtable has historically had in larger deployments.
  • The mismatch was not that Airtable lacked flexibility. It had almost too much of it. The COO described dashboards with 10 to 15 charts taking three to five minutes to load, and said reporting depth and performance broke down as data volume grew. That is the point where dedicated systems start to win.
  • Airtable has long grown by landing in teams like marketing and operations, then spreading through custom workflows. But that same builder led model often requires training, schema design, and consulting to scale. Airtable later leaned harder into enterprise services and vertical packages for exactly this reason.

The next phase of this market is more productized software on top of flexible data layers. The winners will keep Airtable's speed of setup, but add clearer interfaces, stronger reporting, and more guided implementation, so agencies and mid sized companies can run complex workflows without needing an internal builder class.