Airtable Becomes Infrastructure Not Product
Marketing agency chief operating officer on Airtable use cases and alternatives
This is the core limit of Airtable’s midmarket strategy, it can win the first build, but not always the long lived system of record. In this agency, Airtable runs the content pipeline and CRM, but large bases load slowly, reporting is shallow, and most employees use a custom layer built on top rather than the product itself. That is a sign the team has outgrown the lightweight self serve model, but is still too small to justify dedicated Airtable ops talent.
-
The operational pain is concrete. Team dashboards with 10 to 15 charts took 3 to 5 minutes to load, reporting could not combine enough inputs, and only about 20% of staff used Airtable directly. When a company has to build its own front end on top of Airtable, the product is acting more like infrastructure than finished software.
-
Airtable has long known this tradeoff. Early customer success work focused on training, embedded documentation, permissions, and internal champions because complex bases break down when only one builder understands them. Airtable works best for fast changing workflows and edge apps, not as the permanent home for static core systems like CRM or ERP at scale.
-
That creates an opening for more specialized or more technical products. Dedicated systems like BambooHR replace one workflow with deeper built in functionality, while products like Retool target the opposite path, giving technical teams better tools to build custom internal apps on top of production data. Airtable sits between those worlds, flexible, but easier to outgrow.
The next phase of this market is a split. Airtable keeps moving upmarket where customer success, training, and enterprise expansion justify the extra service layer, while growing teams with complex workflows either buy purpose built software for each function or move toward developer oriented app builders. The middle, where a company is complex enough to strain Airtable but not large enough to staff around it, remains the hardest segment to hold.