Back-Office Workflow Automation

How We'd Run It

The same six steps, applied to this project

1. 1

   Diagnose

   We sit with the people who do this task today — not just their manager — and map every step, including the workarounds nobody put in the original process doc.

2. 2

   Pilot

   We automate the highest-time, lowest-risk slice of the process first as a pilot, with a human reviewing every output before it goes anywhere.

3. 3

   Review, Together

   We walk the pilot outputs through the team doing this work today and confirm the automation is handling the real cases, not just the clean examples we tested with.

4. 4

   Build

   We build out the rest of the workflow, wiring in the systems — spreadsheets, internal tools, email, CRM — the process depends on.

5. 5

   Launch, With a Human on Every Send

   We roll it out to the full volume of real work with a human still reviewing the categories of output that carry the most risk.

6. 6

   Operate & Improve

   We track error rates and time saved after launch, and keep a documented fallback path for the cases the automation shouldn't attempt.

Typical Timeline

A rough phase-by-phase breakdown

A target shape for a project like this, not a narrated account of a specific past engagement — actual pacing depends on scope and how quickly decisions get made.

1. 1

   Diagnose & Process Mapping

   Early Week 1

   Map every real step of the process with the people who do it today, including the workarounds nobody documented.

2. 2

   Pilot

   Week 1

   Automate the highest-time, lowest-risk slice of the process first, with a human reviewing every output.

3. 3

   Review Together

   End of Week 1

   Walk pilot outputs through the team doing this work today and confirm the automation handles real cases, not just clean examples.

4. 4

   Build

   Early Week 2

   Build out the rest of the workflow and wire in the systems the process depends on.

5. 5

   Launch

   Mid Week 2

   Roll out to full volume of real work with human review kept on the categories of output that carry the most risk.

6. 6

   Operate

   End of Week 2

   Track error rates and time saved, and keep a documented fallback path for cases the automation shouldn't attempt.

What's Included

What an engagement like this covers

• A full walkthrough of the process with the people who do it today, workarounds included

• A fixed-fee pilot automating the highest-time, lowest-risk slice of the process first

• Integration with the real systems the process depends on — spreadsheets, internal tools, CRM, email

• Human review built into every step of the workflow that carries financial, compliance, or customer risk

• A documented fallback path for cases the automation shouldn't attempt to handle

• A time-saved and error-rate report after rollout to the full volume of real work

Where Projects Like This Go Wrong

Common pitfalls, and how we handle them

• Automating the process exactly as it's done today, workarounds and dead steps included, instead of asking whether the process itself should change first

• Removing the human checkpoint too early, so a single bad automated decision propagates through dozens of records before anyone notices

• Building the automation around one person's mental model of the process, then discovering the rest of the team does a meaningfully different version of the same task

Targets, Not Results

What we consider success

These are the targets we'd work toward on a project like this — not results we're claiming to have already achieved.

• The process runs in a fraction of the manual time, with a human still reviewing the outputs that carry real risk — money, customer-facing data, compliance-sensitive fields

• Every team member who touches the process today can explain what the automation does and trust its output, not just the person who requested it

• A clear, documented fallback for the cases the automation should not attempt to handle