Choose one process with meaningful volume, a visible owner, understandable rules, manageable exceptions, and a baseline you can measure.
Score the process before choosing a tool
| Question | A strong automation signal |
|---|---|
| How often does it happen? | Daily or weekly, with enough volume for saved effort to accumulate |
| Can the normal path be described? | Inputs, decisions, outputs, and ownership are understandable |
| What happens when it goes wrong? | Exceptions can be detected and sent to a responsible person |
| Can success be measured? | Time, cost, errors, backlog, response, or capacity has a baseline |
| Is the process stable? | The underlying policy is not changing every week |
Common processes worth evaluating
Lead and customer follow-up
Capture complete inquiries, assign ownership, prepare routine responses, schedule reminders, and alert the team when a lead or customer needs attention.
Approvals and internal requests
Collect the required information once, apply routing rules, record decisions, track status, and escalate requests that wait too long.
Document intake and data entry
Receive a document, identify its type, extract defined information, validate required fields, and create a record for human review or approved processing.
Recurring reporting
Gather trusted data, apply consistent calculations, prepare a standard report, and highlight exceptions that require interpretation.
Employee or customer onboarding
Coordinate tasks, accounts, documents, communications, and handoffs without depending on one person to remember every step.
Movement between systems
Keep customer, financial, project, or service records synchronized so employees do not re-enter the same information.
Processes you should not automate first
Avoid processes that are rare, poorly understood, politically unresolved, rapidly changing, or dominated by high-stakes judgment. Do not automate a broken rule merely to make the broken result happen faster. Redesign the work first.
Where AI belongs
Traditional automation is strongest when rules and inputs are structured. AI can help when the work includes language, documents, classification, summarization, search, or draft generation. The safest design often combines deterministic workflow rules with AI inside a bounded step and human review for consequential decisions.
Map one process before buying a platform
Losung helps businesses redesign and implement workflows that teams can see, test, and own.
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