Customer enquiries
Replies, routing and follow-up depend on a busy inbox.
Triage requests, draft replies and keep follow-up moving.
Practical AI for Irish SMEs
Get hours back every week with practical AI automation
ShamrockAI helps Irish SMEs improve enquiries, documents, reporting and repetitive admin—using tools that fit the way your business already works.
Start with one workflowKeep human approvalMeasure the result
A sensible first project
One repeated workflow
Before
Enquiries copied, checked and chased by hand
InboxSpreadsheetCRM
After
Information captured and a reply prepared for review
Human approvalClear fallbackMeasured result
Your first check takes about 5 minutes.Start free
Look for the friction
AI is useful when it fixes a real part of the working week
You do not need an AI strategy for every department. Start where your team is repeatedly copying, checking, searching, chasing or reformatting information.
Quotes & documents
The same information is copied between emails, forms and templates.
Prepare first drafts and move information without retyping it.
Finance & admin
Invoices, approvals and records absorb valuable team time.
Extract, check and route routine information for human approval.
Reporting & knowledge
Updates are gathered manually and answers live across too many places.
Bring the right information together and make it easier to use.
Practical use cases
Useful work, not an AI showcase
The strongest first use case is usually easy to recognise, happens often and has a clear person responsible for checking the result.
01
Respond faster without losing the human touch
Sort incoming enquiries, prepare useful reply drafts and flag the conversations that need a person immediately.
Shared inboxLead follow-upService requests
02
Turn repeat paperwork into a controlled workflow
Pull information from documents, populate the right systems and send exceptions to your team for review.
InvoicesFormsApprovals
03
Create first drafts from the facts you already have
Help your team prepare quotes, proposals and reports while keeping final decisions and sign-off with them.
QuotesProposalsReports
04
Make internal knowledge easier to find and use
Give staff a practical way to find approved information across policies, guides and shared business documents.
KnowledgeOnboardingOperations
How we work
Start small. Keep control. Scale what proves useful.
A focused first project makes it easier to understand the cost, involve the right people and judge the result before making a larger commitment.
01
Choose one workflow
We start with a repeated task that is worth improving—not an organisation-wide AI programme.
02
Map the real work
We look at the people, information, tools, exceptions and approvals involved today.
03
Pilot with control
We test a focused workflow with clear boundaries and a person reviewing important outputs.
04
Measure, then decide
We compare the result with the baseline and scale only when the evidence supports it.
Responsible use is part of the build
Data handling, access, output checks, staff guidance and fallback steps are considered with the workflow—not added after it.
A practical partner
You should understand what is being built—and why
Good automation is not magic. It is a carefully designed way of moving information and decisions through the business, with the right controls around it.
A good first question
“Which repeated task would make the biggest difference if it became easier, faster and more consistent?”
People stay involved
Important decisions and uncertain outputs have a clear human review point.
Built around the work
The process, exceptions and existing tools shape the solution—not the latest demo.
Evidence before expansion
A baseline and success measure help you decide what is genuinely worth scaling.
Plain-English handover
The people using the workflow receive practical guidance, ownership and support.
A lower-risk way to begin
Increase commitment only when the opportunity makes sense
The first step is free and useful. Paid work begins only after the workflow and next decision are clear.
Start here
SME Workflow Check
A free five-minute check to identify whether a repeated workflow is a sensible automation candidate.
- Immediate suitability result
- One recommended next step
- No invented savings figure
If there is a fit
Free 15-minute Bottleneck Call
Show us how one task happens today and leave with a clearer view of where AI could genuinely help.
- Focused on one process
- No technical preparation
- No obligation to proceed
When detail is needed
Training, Implementation & Support
Practical workshops, deeper workflow reviews and hands-on support to help your team turn a useful opportunity into a working result.
- Team AI training
- Workflow implementation
- Ongoing hands-on guidance
Questions, answered plainly
Straight answers before you start
Your first step
Find the workflow that is most worth improving
Complete the free five-minute check and get a practical recommendation without committing to a project.