Five fictional examples of how Advise, Lab and Build could help businesses.
Challenge: Manual supplier enquiries and order updates
Illustrative solution: Map the workflow, test extraction and implement approval-based order updates
Potential measures: Handling time, exceptions, accuracy
Challenge: Time lost searching past reports and drafting repeatable documents
Illustrative solution: Assess knowledge workflows and prototype a permission-aware internal assistant
Potential measures: Research time, answer quality, reuse
Challenge: Managers spend time locating policies and coordinating administration
Illustrative solution: Assess data readiness and prioritise lower-risk internal support opportunities
Potential measures: Administration hours, retrieval time, governance
Challenge: Multi-channel enquiries are manually routed and entered into CRM
Illustrative solution: Test enquiry triage then connect validated steps to CRM with human approval
Potential measures: Response time, missed leads, conversion
Challenge: Maintenance requests require manual classification and contractor routing
Illustrative solution: Implement monitored intake, categorisation, routing and escalation
Potential measures: Triage time, response targets, repeat contacts
Understand the real operational friction and establish a baseline.
Decide whether Advise, Lab, Build or a combination is appropriate.
Consider data access, human review, integration and quality.
Evaluate improvement against agreed indicators rather than assumed savings.
We'd welcome a discussion about a contained, measurable pilot that could produce genuine evidence of value.