Repetitive administration
Chasing information, drafting routine communications, re-keying data and repetitive internal tasks.
AI & automation for modern businesses
Practical AI that saves time without losing control.
MacCaba helps SMEs automate repetitive office work, implement useful AI and put clear controls around how it is used.
Approximately 20 minutes · No obligation
AUTOMATE. IMPLEMENT. GOVERN.
01
Workflow automationRemove repetitive administration, handoffs and information handling.
02
AI implementationPut useful AI into real business processes with human review.
03
AI governanceSet practical rules for tools, data, responsibility and oversight.
Wexford, IrelandSME-focused · Ireland-wide
Start with the problem
Improve the office work already wasting your team’s time.
If your team spends time in email, documents, spreadsheets, systems or repeatable admin, there is usually something worth reviewing. MacCaba starts with the process, not the tool.
Document-heavy workflows
Too much time spent reading, extracting, formatting, summarising and moving information between systems.
Unmanaged AI use
Staff using AI without consistent rules for confidential data, approved tools, human review or ownership.
Services
Start small. Prove value. Expand only where it makes sense.
A clear progression from assessment to implementation and ongoing support.
01
AI Opportunity & Risk Review
A structured review of your workflows, current AI use and best opportunities to improve.
- Workflow and process review
- Opportunity and risk register
- Prioritised recommendations
- 90-day action plan
Implementation
02
Automation Sprint
Design and implement one to three focused workflows using appropriate tools and controls.
- Workflow design and build
- Testing and documentation
- Human-review controls
- Team handover and training
03
MacCaba AI Partner
Ongoing support for firms that want to keep improving without building an internal AI team.
- Monthly optimisation
- Governance and policy support
- New workflow implementation
- Staff guidance
MacCaba
SAMPLE
AI Opportunity & Risk Review
Illustrative SME · Executive Summary
8Opportunities
3Priorities
90Day plan
A tangible first deliverable
Know what is worth doing before spending money on tools.
The review gives management a practical view of where AI can help, where controls are needed and what should be prioritised first.
Workflow map
Where time and information are being lost.
Opportunity register
Use cases ranked by value, feasibility and effort.
Risk review
Confidentiality, oversight and governance considerations.
90-day roadmap
A practical implementation sequence.
View sample review (PDF)Illustrative sample · not a client case study
Industries
Built for businesses where time gets lost in email, documents and admin.
MacCaba works across office-based SMEs. The workflows differ by industry, but the opportunity is usually the same: less repetitive work, better information flow and clearer control over AI use.
Accountancy
Client information, document intake, internal knowledge and reporting support.
Explore accountancy →Legal
Document-heavy administration, correspondence, knowledge retrieval and AI governance.
Explore legal →Construction & property
Tenders, project reporting, invoices, document handling and recurring administration.
Explore construction →Insurance
Document intake, client communication, triage, reporting and controlled AI use.
Explore insurance →Recruitment
Candidate administration, communications, CRM support and document workflows.
Explore recruitment →Other SMEs
If your team relies on email, spreadsheets, documents or recurring office tasks, we can review it.
Discuss your business →Typical fit5–100 employeesOffice or knowledge workersRecurring manual processesExisting or emerging AI use
AI governance
Useful AI needs clear rules and responsibility.
MacCaba helps businesses put practical controls around approved tools, confidential information, human review, staff AI literacy and ownership.
Explore AI governance →PRACTICAL AI GOVERNANCE FRAMEWORK
Approved AI toolsDefined
Confidential-data rulesControlled
Human reviewRequired
ResponsibilitiesVisible
Founder-led
Business and professional experience behind the technology.
MacCaba was founded by Christopher McCabe ACA. His accounting and audit background shapes a practical business-first approach: understand the process, preserve accountability and only introduce technology where there is a clear use case.
Chartered Accountant (ACA)Wexford, IrelandBusiness-process focus
About MacCaba →FAQ
Before we talk.
Do we need to know what AI tool we want?
No. The starting point is the business process and problem. Tool selection comes afterwards.
Which businesses do you work with?
MacCaba works with SMEs that have office, administrative or knowledge-work processes that can be improved. Accountancy is one specialist vertical, alongside legal, insurance, construction/property, recruitment and other suitable businesses.
Can MacCaba guarantee AI Act or GDPR compliance?
No. MacCaba provides implementation and governance support. Formal legal or data-protection advice should be obtained where a legal interpretation is required.
What happens after the free consultation?
The consultation is approximately 20 minutes and carries no obligation. If there is a clear opportunity and MacCaba can help, the next step may be a scoped AI Opportunity & Risk Review.
Free consultation
Bring one business process that is wasting time.
Tell us what is slowing the team down. The consultation is approximately 20 minutes and is simply to understand the problem, decide whether AI or automation is appropriate and explain a sensible next step.
Approximately 20 minutesNo obligationBusiness-focusedConfidentiality respected
Prefer email? Christopher@MacCaba.ie