AI & Automation
What Should You Automate First in Your Business?
A practical scoring approach for choosing the first automation project: frequency, time cost, error risk, variability and adoption.
4 min read
Digital Operations
A step-by-step method for mapping business workflows so automation and AI projects start from reality instead of assumptions.
Automation amplifies the process you already have. If that process is unclear, duplicated or full of silent exceptions, software will encode the mess at higher speed. Mapping is how you see the work before you change it.
You do not need enterprise BPMN theatre. You need a shared picture that operators recognize as true.
Map a workflow by walking one real case from trigger to done, then overlay variations. Capture actors, systems, artefacts, decisions, wait states and failure modes. Only after the map is agreed should you mark steps to simplify, integrate, automate or assist with AI.
A practical map answers:
If two teammates draw contradictory maps, you have already found the first problem.
Examples: new lead to qualified meeting; invoice to payment reconciliation; content request to published page. Narrow beats heroic.
Ask what they do on a normal Tuesday, not what the handbook says. Collect screenshots of the tools they actually open.
Boxes for stages, arrows for handoffs. Keep labels concrete (“paste into CRM notes”) rather than abstract (“nurture”).
CRM, inbox, spreadsheet, Slack, proposal doc, website form — put them on the map. Artefacts reveal hidden complexity.
Star any step where a wrong choice has real cost. Those stars constrain automation design.
“If the lead is existing client…” / “If the form is incomplete…” Exceptions are where brittle bots fail.
Even rough numbers (“~15/week, ~8 minutes”) beat none. They feed prioritization for what to automate first.
Read the map back. Edit until people say “yes, that’s what we do.”
Color steps: remove, combine, integrate, automate, AI-assist, keep manual.
| Stage | Actor | System | Input | Output | Wait / friction | Notes |
|---|---|---|---|---|---|---|
| Intake | … | … | … | … | … | … |
| Qualify | … | … | … | … | … | … |
| Deliver | … | … | … | … | … | … |
| Close | … | … | … | … | … | … |
Use a table, a whiteboard photo, or a simple diagram. Fidelity to reality matters more than tool choice.
Friction concentrates at steps 3, 5 and 6 — classic integration and template opportunities before any AI. An AI workflow assessment might later help with first-draft notes, but mapping shows that retyping is the earlier win.
When the map is honest, automation design becomes calmer: you are encoding a known path, not guessing. That is the standard behind Summitstone’s workflow automation work — assess and map first, then build only what the picture justifies.
If you want a concrete next step today: pick one workflow that annoys the team weekly, draw the happy path on a single page, and mark every place a human copies data between tools. That page is the beginning of the project brief.
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