Many organisations lose valuable time to repetitive administrative tasks, disconnected tools and manual information processing. H|M Opportunity Engine designed a custom AI-assisted workflow around the client’s existing processes and priorities.
The solution connected selected tools, organised incoming information and automated repeatable tasks such as searching, classifying, removing duplicates, preparing drafts and tracking progress. Important decisions remained under human control, ensuring that automation supported the team rather than replacing professional judgement.
The system was tested, documented and accompanied by practical training so the client could manage it confidently. The result was a more consistent and manageable workflow with fewer avoidable manual steps and clearer visibility across the process.
Every organisation works differently. Our custom AI automation service begins with understanding your workflow, identifying the right opportunities for automation and building a practical solution that fits the way your team operates.
Free template: map a workflow before automating it
Choose one repeatable task. Fill in the worksheet, then run a small test with human review before expanding the workflow.
Task to improve: ____________________
What triggers it: ____________________
Information needed and its source: ____________________
Steps performed today: ____________________
Output to produce: ____________________
Who reviews and approves it: ____________________
Where the result is recorded: ____________________
Sensitive data involved and permission to use it: ____________________
One test case and the expected result: ____________________
Failure or exception route: ____________________A simple opportunity-search example
- Trigger: a new employer advert appears in a chosen country and role.
- Gather: original advert URL, employer, location, deadline and stated eligibility.
- Check: remove duplicates and flag missing sponsorship or registration details for human review.
- Output: a draft shortlist or application note. The candidate reviews and authorises any application.
Want a custom AI system for your organisation? Explore Premium System Owner to see how H|M designs, tests and hands over an automation built around your workflows.
Next resource → Building an AI System That Finds Opportunities While You do other things