AI-assisted Business Operations
Relay
A cross-industry operations concept that turns incoming requests into structured work through AI-assisted triage, rules, human approval, and connected system updates.
Industry
Cross-industry operations
Product type
AI-assisted Business Operations
Primary surface
Internal web application
Evidence status
Working browser lab
Context
A cross-industry internal-tool concept for service businesses receiving work through forms, email, customer portals and connected systems.
Product challenge
Turn inconsistent requests into reliable operational work without asking AI to make unreviewed business decisions or hiding exceptions from the team.
Approach
Create one intake queue, use AI to extract and suggest structure, apply deterministic business rules, then require human approval where confidence or impact demands it.
What you can verify
A rendered workflow case study with seeded sample data, explicit decision boundaries and a system flow from intake to approved downstream updates. It is a product concept, not a deployed client system.
What is not claimed
No client relationship, production deployment, commercial result, user metric, or identical future outcome is claimed without approved source evidence.
Relay
A controlled automation loop
Automation handles repetitive movement and formatting. People retain control over exceptions, commitments and consequential decisions.
- 01
Capture
Collect requests from forms, email and connected services into one traceable queue.
- 02
Structure
AI extracts fields, summarises context and proposes a category with visible confidence.
- 03
Route
Deterministic rules assign ownership, priority and the next required action.
- 04
Review
A person confirms low-confidence or high-impact recommendations before anything consequential happens.
- 05
Synchronise
Approved changes update the relevant CRM, task, notification or reporting system with an audit trail.
Relevant capabilities
What we build
- Customer portals and subscriptions
- Roles, workflows, and reporting
- Practical AI workflows
- Business process automation
Next project