Services · Workflow & AI systems
Workflow & AI systems. Automation that knows where to stop.
Routine work runs on its own, stops at boundaries agreed in advance, and reaches a person with the evidence attached when judgment is needed.
- Automation
- Boundary
- Human judgment
- Continue
Routine work proceeds on its own.Human review required. The case waits, with its evidence, for a person.Reviewed by a person. The work continues.
01What we improve
Work that crosses boundaries.
The workflows that cost the most effort rarely live in one system. A request arrives by email, a document has to be read and checked, details are re-keyed into another system, and a decision waits for someone who has the context.
Repeated handoffs add waiting time and create opportunities for error. People spend time finding and moving information before they can use it.
02Where friction hides
Most of it is invisible from the outside.
Re-keying
The same details typed into several systems by hand, with a new chance of error each time.
Chasing
Time spent finding out where something is, and who has it.
Double checking
The same verification repeated because nobody trusts the first one.
Exceptions from memory
Unusual cases handled by whoever remembers how it was done last time.
Decisions without evidence
Approvals given without the information that should support them.
Handoffs
Work that stalls between people, teams or systems, with no one owning the gap.
03What can be automated
The safe, repeatable work.
Work is a good candidate for automation when it is repeatable, follows rules that can be written down, and produces a result that can be checked. That usually includes intake and classification, reading documents, checking details against records, routing, and keeping everyone informed.
Each automated path includes a point at which work passes to a person, with the evidence needed to review it.
04Where people stay in control
Controlled AI has limits by design.
AI can read, compare and draft at scale. What makes it usable in a business is control: defined limits on what it may conclude and change, escalation when evidence is missing or conflicting, and a trace of the evidence behind every step. Select a case to see where it goes.
The system proceeds
Select a case to see where it goes.
A person decides
Exceptions, conflicts and consequential changes land here.
Illustrative cases. In a real engagement the limits are agreed with the people accountable for the work.
05How an engagement works
One real workflow first.
Every engagement starts from one real workflow and moves in this order. Each step is agreed before the next one starts.
- UnderstandHow the work moves today: the people, systems, documents and decisions involved.
- DiagnoseWhere it slows down, where information is lost or duplicated, and where judgment is needed.
- DesignThe improved workflow: what can be automated, what stays with people, and where the limits sit.
- BuildImplement the agreed workflow and integrations, with controls and records at each decision point.
- ProveTest it against real cases, including the awkward ones, before anyone relies on it.
- ImproveWatch how it runs and change what the evidence says should change.
Next step
Choose one workflow to examine first.
Pick the process with the most re-keying, chasing or waiting. We map it as it runs today before proposing any change.