Explore where agent capabilities could fit into a business process. Every example is illustrative and requires integration, testing and an accountable owner.
6 illustrative workflows
Classify an incoming request, find approved knowledge and prepare a response.
Requirements: Customer record, consent and approved support content.
Human checkpoint: Escalate identity uncertainty, complaints and any requested financial adjustment.
Measure: Resolution quality, escalation rate and repeat contacts.
Prepare a sourced account summary and draft next steps for a relationship owner.
Requirements: CRM records the user is entitled to access.
Human checkpoint: A person verifies claims and approves external communication.
Measure: Preparation time, factual accuracy and correction rate.
Check a routine request and prepare the appropriate fulfilment steps.
Requirements: Service catalogue, asset context and least-privilege tool access.
Human checkpoint: Privilege changes, security exceptions and irreversible actions require explicit review.
Measure: Successful fulfilment, permission errors and time to restore service.
Collect required information and route a request to the correct team.
Requirements: Approved policy content and role-based access.
Human checkpoint: Sensitive employment decisions remain with authorised people.
Measure: Routing accuracy, incomplete requests and employee feedback.
Monitor selected sources, summarize changes and prepare a source-linked briefing.
Requirements: An explicit source list and retention policy.
Human checkpoint: Review unsupported claims, source conflict and stale evidence.
Measure: Citation quality, useful signals and missed material changes.
Prepare a recurring checklist, flag exceptions and preserve process context.
Requirements: Owner-approved instructions and access to relevant records.
Human checkpoint: A process owner approves changes to the rules or operating scope.
Measure: Exception handling, rework and total operating cost.
Enterprise teams could use a curated library, briefings and planning tools. A future operator could develop subscriptions, with editorial standards and a maintained source workflow.
Prospective buyers could compare requirements and prepare procurement briefs. Qualified enquiries or paid research could support the model, subject to consent and transparent selection criteria.
Process owners could access workflow templates and vetted implementation support. This requires provider qualification, delivery capability and clear commercial terms.
These are development possibilities for a future operator. No marketplace, implementation service or subscription is currently offered.
Start with the task. Make the assumptions visible.