Home and field services · illustrative
Missed call to scheduled follow-up
Before
A customer calls while the team is busy. The call is missed, details are incomplete, and follow-up depends on someone noticing a voicemail later.
Illustrative workflowMissed call detected → an approved message is prepared → basic details are captured → service and location rules are checked → the request is routed → scheduling options are offered when appropriate → records are updated → unresolved requests enter a human queue.
Human control
Employees handle emergencies, unusual service requests, disputed details, pricing commitments, safety issues, and customers who prefer a person.
Measures to establish
- Response time
- Contact rate
- Appointment conversion
- Unresolved requests
- Recovered opportunities
- Opt-out signals
Distribution and B2B sales · illustrative
RFQ to reviewed quote draft
Before
An RFQ arrives by email or PDF. An employee reads it, searches for products, checks pricing and availability, enters information into another system, and prepares a response.
Illustrative workflowRFQ received → customer and request are identified → line items and requirements are extracted → product and account data are retrieved → missing or ambiguous items are flagged → a quote draft is prepared → an authorized employee reviews pricing, substitutions, terms, and commitments → the approved response is sent.
Human control
Authorized employees approve pricing, terms, substitutions, exceptions, credit decisions, contractual commitments, and ambiguous matches.
Measures to establish
- Time to first review
- Quote turnaround
- Manual data-entry steps
- Exception rate
- Quotes completed
- Follow-up completion
Professional and administrative services · illustrative
Client documents to organized work
Before
Documents arrive through email or upload. Staff rename files, identify the client or matter, determine what is missing, create tasks, notify coworkers, and send repeated follow-up messages.
Illustrative workflowDocument received → file type and visible metadata are identified → client or project match is proposed → required fields are extracted → missing items are flagged → work is created and routed → a status message is prepared → uncertain matches enter human review → approved records are stored in the correct system.
Human control
Professionals verify client or matter assignment, sensitive content, completeness, legal or accounting meaning, deadlines, and any decision requiring licensed judgment.
Measures to establish
- Intake time
- Unassigned items
- Missing-document follow-up
- Task-creation delay
- Filing errors
- Backlog age
Commercial services · illustrative
Field notes to proposal draft
Before
A salesperson or estimator returns from a site visit with notes, photos, measurements, and voice recordings. Someone reorganizes the information and manually creates a proposal.
Illustrative workflowApproved notes and media are uploaded → the project and customer are identified → facts are organized → scope elements and open questions are extracted → approved templates and pricing sources are referenced → a proposal draft is assembled → the estimator reviews scope, quantities, exclusions, and price → the approved proposal is sent.
Human control
Estimators approve measurements, scope, assumptions, pricing, exclusions, safety concerns, contract terms, and final customer commitments.
Measures to establish
- Proposal turnaround
- Missing-information rate
- Estimator handling time
- Revision count
- Follow-up completion
- Conversion rate when attribution is reliable
Service operations · illustrative
Shared inbox to routed work
Before
Employees monitor a shared inbox, decide what each message means, create tickets or tasks, attach files, assign work, and draft similar acknowledgements.
Illustrative workflowMessage received → sender and account are identified → the request is classified → priority and routing rules are applied → attachments are associated → a ticket or task draft is created → an acknowledgement is prepared → uncertain or sensitive messages enter review → an assigned employee takes over.
Human control
Employees review urgency, security incidents, angry customers, ambiguous requests, privileged information, commitments, and unusual exceptions.
Measures to establish
- Time to triage
- Unassigned messages
- Routing corrections
- First-response time
- Backlog age
- Manual touches
