Practical AI use cases
Find the work AI could take off your team’s plate.
Start with recurring work, slow hand-offs, missed follow-up or information that is hard to find. The best solution is shaped around your workflow — not selected from a fixed product catalogue.
- Customers01
Customer enquiry handling
Respond to routine questions sooner while keeping people available for complex conversations.
An agent uses approved service, product and policy information to answer common questions, collects missing context and escalates anything sensitive or uncertain.
Discuss this workflowHuman control: Pricing exceptions, complaints and unusual cases can be handed to a person.
- Customers02
Appointment and request handling
Reduce back-and-forth around routine requests and make the next step clearer for customers.
An agent collects the required details, checks agreed conditions, helps with scheduling where appropriate and routes the request to the right team member.
Discuss this workflowHuman control: Availability and business rules remain connected to an authoritative system or human approval.
- Sales03
Lead response and qualification
Give new enquiries a timely response and help staff focus on prospects that fit.
An agent acknowledges the enquiry, asks agreed questions, records the answers and alerts the sales team when the lead meets the right criteria.
Discuss this workflowHuman control: The agent supports prioritisation; your team controls commercial judgement and commitments.
- Sales04
Consistent sales follow-up
Keep promising conversations from being forgotten when the team gets busy.
A workflow prepares or sends agreed follow-up, records activity and prompts a team member when a personal response is more appropriate.
Discuss this workflowHuman control: Tone, frequency, opt-outs and approval rules are set around your sales process.
- Team knowledge05
Internal knowledge assistant
Help employees find reliable company answers without searching through folders and asking the same people.
An agent answers questions from approved procedures, policies, product documentation or training material and points employees back to the source.
Discuss this workflowHuman control: Access follows user permissions and uncertain answers can be withheld or escalated.
- Team knowledge06
Research and briefing support
Give staff a faster starting point for repeatable research and preparation tasks.
An agent gathers information from agreed sources, structures it into a consistent briefing and highlights gaps that require human investigation.
Discuss this workflowHuman control: Sources, freshness and verification requirements are defined for the decisions the research informs.
- Operations07
Document and data processing
Reduce repetitive reading, copying and sorting across forms, invoices, applications or other documents.
A workflow extracts required fields, checks for missing information, updates a system and routes exceptions for review.
Discuss this workflowHuman control: Validation rules and human checks are added where inaccurate data would create material risk.
- Operations08
Routine reporting and administration
Spend less time collecting updates and more time acting on what needs attention.
An agent gathers agreed inputs, prepares a recurring summary, updates records and flags overdue or unusual items.
Discuss this workflowHuman control: The source of truth stays visible and final decisions remain with accountable staff.
Choosing the first opportunity
The best first use case is valuable, feasible and controlled
- 01How often does the work happen, and how much time does it consume?
- 02What would improve if it happened faster or more consistently?
- 03Is the required information available and trustworthy?
- 04Which decisions require human judgement or approval?
- 05Can the result be checked and improved over time?
The free discovery call uses these questions to turn a broad AI idea into a practical next step.
Start with a conversation
Recognise a workflow — or have one we have not listed?
Use cases are examples. Your free discovery call starts with the work unique to your business.