Flowgrammer

The First 90 Days of Automation Leadership

A practical operating plan for choosing automation priorities, assigning ownership, launching a first system, and deciding what happens next.

— Craig Major

Automation programs lose momentum when every idea becomes a separate experiment. The first 90 days should create a short, defensible roadmap: what to improve first, who owns it, how value will be measured, and what the business will not automate yet.

Days 1–30: understand the work

Start with the operating reality, not a list of tools.

  • Interview the people who perform the work.
  • Map the handoffs between inboxes, documents, spreadsheets, calendars, CRM records, and approvals.
  • Record delays, rework, duplicate entry, unclear ownership, and exceptions.
  • Separate work that requires judgment from work that follows stable rules.
  • Capture a baseline for time, volume, error, response, or revenue impact.

The output is a short opportunity register, not a giant transformation plan.

Days 31–60: choose and design the first system

Rank opportunities by business value, feasibility, risk, and the quality of the available data. Choose one first system that is useful enough to matter and narrow enough to test.

Define:

  • the workflow boundary;
  • the inputs and output;
  • the systems the workflow touches;
  • human review and escalation points;
  • test cases and failure conditions;
  • the owner after launch;
  • the metric that will show whether the change helped.

If the priority is still unclear, use the AI Success Audit before committing to a build.

Days 61–90: launch, learn, and set the next decision

Build the first release, test it with real cases, train the people who use it, and watch the exceptions. A production launch should include a rollback or manual path, a documented owner, and a decision about the next investment.

The 90-day review should answer four questions:

  1. Did the system change the baseline metric?
  2. Which cases still need human attention?
  3. What failed, and how was it corrected?
  4. Should the business expand, revise, or stop the next automation effort?

What an automation leader owns

An automation leader connects strategy and implementation. The role is accountable for priorities, business cases, governance, adoption, measurement, and the decisions that keep a program from becoming a collection of disconnected tools.

That can be an internal leader, a trusted implementation partner, or a Fractional Chief Automation Officer when the company needs senior ownership without a full-time executive hire.

What should remain human

People should retain control of decisions involving customer trust, sensitive information, ambiguous exceptions, and the consequences of being wrong. The system can prepare context and reduce friction. The accountable person decides what happens next.

A usable 90-day operating plan

Use a single backlog with these fields:

Field Purpose
Opportunity Names the workflow in plain language
Business owner Gives the work a real accountable person
Baseline Records the current time, volume, error, or revenue measure
Target Defines what improvement would justify the work
Human control Names decisions and exceptions that stay with people
Risk Records privacy, reliability, adoption, or integration concerns
Next decision Expand, revise, stop, or investigate

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