Agency use cases ​

Agencies can use Orloi to track activity in client Airtable bases after activation.

When taking over or handing off a client base, the schema explains how the base is structured. Activity history can add context about how the base is used over time: which tables are active, which records change often, where manual edits repeat, and where the observed process differs from the documented process.

Orloi starts observing from activation and builds a history of changes, patterns, reports, and process signals. This can support client maintenance, reviews, and follow-up work based on observed activity.

Weeks 1-2: Early signals ​

Once activity starts accumulating, agencies can review:

  • which tables show real activity
  • which records keep changing
  • where manual edits are frequent
  • which workflows produce repeated updates
  • where client behavior differs from the expected process

These early signals can inform support, cleanup, training, and follow-up questions.

Month 1+: Reviewing patterns ​

After enough history exists, the data can be used for:

  • process audits
  • client-facing reports
  • automation review
  • recurring issue detection
  • post-launch reviews
  • retainer planning with observed activity as supporting context

Most handovers explain how a base is intended to work. Activity history gives agencies another source of context after monitoring begins.

Common uses ​

Client activity history ​

Review what changed, when, and where without manually inspecting every table.

Process visibility ​

Review repeated patterns, bottlenecks, unusual activity, and places where work moves backward.

Reporting material ​

Use operational changes as source material for client updates, retrospectives, or recurring reports.

Automation review ​

Identify processes that may be worth automating based on observed usage.

Ongoing monitoring ​

Maintain visibility after implementation work is done, especially for retainers and long-term support.

What Orloi cannot tell you in week 1 ​

Early history is useful for visibility, but it is not enough for confident trend or anomaly claims.

Use the first week to confirm that capture is healthy and to collect examples. Wait for more history before making strong statements about normal behavior.

Relevant agency situations ​

This page is most relevant for:

  • agencies taking over existing Airtable bases
  • retainers for Airtable maintenance
  • audits before redesigns
  • post-launch monitoring
  • workflow review
  • client reporting dashboards
  • AI-assisted process analysis