Automation makes a broken sales process worse
Speed is not progress when the workflow accelerates unresolved assumptions and invisible work.
Independently created. Contains no employer or client implementation detail, internal names or figures.
00The thesis
Automation removes pauses. Sometimes those pauses are the only place unresolved policy, ownership and exception handling are still visible.
01Argument
Map the decision before the motion
Separate routing, judgement and data transformation. Only then decide what can be deterministic.
02Argument
Preserve intentional friction
Credit exceptions, unusual pricing and low-confidence matches deserve accountable review rather than silent speed.
03Argument
Measure recovered attention
The useful outcome is not automation count. It is reduced coordination load without transferring risk downstream.
What part of the problem is the organization asking technology to conceal?
04Where the argument is applied
Automation- Automation case / 04Automating inbound lead validation and routingThe execution lens on inbound leads: a routing pipeline where each check has a deterministic outcome and a declared “when unsure” path, safe to re-run, with failed assignment visible.
- Automation case / 05Designing approval automation as a state machineTwo decisions—commercial approval and financial validation—modelled as one state machine with explicit rejection, return and re-entry, invalidation rules for changed data, timeouts that escalate and a complete history.