The Three-Bucket Audit: What We Found at a 50-Person Services Company

GTS Bahamas is a 50-person professional services company in Nassau. We ran the first full Three-Bucket Audit on the entire organization. The results were not surprising. They were specific.

The audit

34 roles audited. Every person, every task, classified into three buckets.

The result:

• Digital (Bucket 1): 47% of total work hours
• Judgment (Bucket 2): 31% of total work hours
• Contributor (Bucket 3): 22% of total work hours

Nearly half the organization's labor was going to work that machines can handle.

Where Bucket 1 hides

It does not announce itself. Nobody's job title is "Data Entry Specialist." Bucket 1 work hides inside otherwise-skilled roles:

• The compliance officer spending 3 hours/day on policy document formatting
• The office manager manually dispatching maintenance requests via email
• The accountant re-entering invoice data across two systems
• The HR coordinator copying employee data between spreadsheets

These are competent people doing important jobs. They just happen to spend half their day on the automatable parts.

The 90-day rollout

Armed with the audit data, GTS started the three-phase transformation:

Days 1-30 (Classify): The team reviewed and refined every classification. Some tasks moved between buckets after discussion. The map became the shared truth.

Days 31-60 (Automate): Bucket 1 tasks got matched to automation tools. Not all at once. Priority order based on hours consumed and ease of automation.

Days 61-90 (Contribute): As Bucket 1 work came off people's plates, Bucket 3 work became the focus. Contributions tracked. Ideas surfaced. The culture shifted.

What we learned

The framework works. But the audit is what makes it actionable. Without specific numbers attached to specific roles and tasks, "automate more" is just a slogan. With the audit, it is a roadmap.

Every organization has its own version of 47%. The question is whether you know yours.