Verifiable trust
Automation with rules, sources and oversight
Technology accelerates research and response, but does not decide alone where judgment, risk or rights matter.
The context
People interacting with Sofia and clients configuring assisted workflows.
The signal to observe
An opaque system can appear safe until the first exception.
The outcome
A clear system identity, approved knowledge, logs and an escalation path.
What is included
Approved sources
Risk levels
Human control
24/7
response coverage
4
eyes on every delivery
5
method steps
1
owner per enquiry
Method and public price-list figures, not invented commercial outcomes.
The journey
- Observe
- Define
- Build
- Approve
- Measure
How it connects
Domain, website, channels and existing systems are inventoried before changing a route.
Operational control
Every activity has an owner, version, risk, tests and next action. Exceptions reach an authorised person.
RespondVerifyStop
Method and evidence
Facts, sources, assumptions and missing information remain separate. Producer and approver are different functions.
Read the methodologyDeclared limits
No automatic red-risk decision
Declared operating limit verified before launch.
No unnecessary sensitive data
Declared operating limit verified before launch.
Regulatory review
Declared operating limit verified before launch.
Investment
Scope and investment are confirmed after screening. Unlimited changes are never included.
Request screeningDecisive questions
- Which enquiry lacks an owner today?
- Which source contains the official information?
- Which outcome justifies the cost?
Next step
Initial screening observes the public journey and indicates whether an audit, pilot or no action is appropriate.