Depth 10.2 · AI engineering and automation · Level 3
Process automation
Process automation means handing the repeatable steps of a business process to software, so that people handle the exceptions instead of every case. Some steps use a language model, for example reading an invoice or sorting an email. Most steps are ordinary code with rules. Automating a broken process does not repair it; it just makes it fail faster.
Specification
- Input
- A walkthrough of the process with the people who run it, example cases including the awkward ones, and access to the systems involved.
- Method
- We map each step as it really happens, remove the steps that exist only by habit, and automate what is left. Every step that uses a model sends uncertain cases to a person rather than guessing.
- Deliverable
- Back office workflow rebuild: the redesigned process, the automation running in your systems, and a runbook for the exceptions.
- Measured by
- Cases handled without manual correction, cases sent to a person and why, and handling time, compared with the baseline your team records before the change.
Most often bought inPayments and fintech, Professional services, Logistics and supply chain, Ecommerce
The artefact, before and after
Back office workflow rebuild: the redesigned process, the automation running in your systems, and a runbook for the exceptions.
Inside it
- 01Process mapping with the people doing the work
- 02Removing steps before automating them
- 03Rule based steps and model based steps kept separate
- 04Human review queue for uncertain cases
- 05Exception runbook
Typical first engagement
The usual order of a first piece of work. Timing and price are set at scoping, once we have seen the stack.
- 01Process mapYou get: The current steps, hand offs and failure points, drawn from the people who do the work.
- 02Fix before automatingYou get: A list of process defects to settle first, since automation inherits them.
- 03First workflowYou get: One workflow automated with logging, retries and a manual fallback.
- 04Run reportYou get: Volumes, failures and manual interventions from the first weeks of use.
AI engineering and automation
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