60-second brief
- Employees already use public AI tools in most SMEs. The risk is unmanaged data, not the tech itself.
- Start with governance: a one-page AI use policy, identity hardening, and approved tools.
- Deliver quick wins in 90 days: automate one back-office task and one customer-facing workflow.
- Align with compliance: the same controls advance NIS2 access management and CSRD data quality.
- Use funding: LEO Digital for Business → Grow Digital Voucher (up to €5,000) + Skillnet training.
Why now: Shadow AI is already in your business
Irish usage of consumer AI tools is high, but formal, enterprise-level adoption is far lower. That gap is “Shadow AI”: informal, unsanctioned tool use that can expose customer data, IP, or regulated information. Treat this as a permission slip to act: govern what is already happening, then build capability on top.
What “govern first” means
- AI use policy (one page). Tools approved, data that must never be pasted (PII, financials, client confidentials), and a named owner for questions.
- Identity and access. Enforce multi-factor authentication; turn on single sign-on for approved AI apps; restrict third-party access.
- Approved workspace. Provide an enterprise-grade AI assistant or governed workspace so staff stop using public tools for sensitive tasks.
- Data hygiene. Backups, versioning, and basic retention rules for prompts, outputs, and training files.
The funded pathway
- LEO Digital for Business consultancy → expert plan tailored to your business.
- Grow Digital Voucher → up to €5,000 toward tools or implementation.
- Skillnet → subsidised training to lift baseline literacy across your team.
- EDIHs (e.g., CeADAR) → testing, prototyping, and access to applied expertise.
A 90-day pilot plan
- Weeks 1–2: Inventory Shadow AI usage. Publish policy. Enable MFA. Select an approved assistant/workspace.
- Weeks 3–6: Pilot one internal use case (e.g., invoice or meeting-note automation) and one customer use case (e.g., support replies, content drafts).
- Weeks 7–10: Measure outcomes; train the team; iterate prompts and workflows.
- Weeks 11–12: Decide to scale, refine, or retire. Document learnings. Plan phase two.
Illustrative micro-ROI
Automating 20 hours of admin per week at €28/hour creates €560/week or about €33,600/year in regained capacity. Typical pilot costs (secure assistant + light integration + training) often fall below €5–7k after voucher support, giving a fast payback.
Pick smart first use cases
Back office
- Meeting notes and next-step summaries
- Invoice, PO, or expense processing
- HR policy drafts and starter job descriptions
Customer
- Draft replies for recurring queries
- Product content optimisation
- Post-call summaries for sales follow-ups
Data & analytics
- Cleaning and shaping spreadsheets
- First-pass insights and QA checks
- Simple forecasting on small datasets
Build an integrated compliance foundation
- NIS2 alignment: MFA, SSO, access control, supplier checks, incident response templates.
- CSRD alignment: consistent data definitions, source tracking for metrics, and evidence trails for audits.
- EU AI Act readiness: keep an inventory of AI systems, note purpose and data used, apply transparency where applicable.
Board-level metrics to track
- Adoption: % of staff using approved tools weekly
- Efficiency: hours saved per use case
- Quality: error rate deltas and rework time
- Risk posture: % MFA coverage, number of public AI tools blocked/approved
- Compliance: % suppliers with minimum controls, % use cases with data lineage documented
Your first 3 steps this week
- Publish the one-pager policy. Keep it simple; make it visible.
- Enable MFA everywhere. Email, cloud apps, finance systems.
- Book the LEO consult. Convert intent into a funded plan.
Where Qadience fits
We help SMEs move from ad-hoc experiments to a governed programme that delivers measured outcomes.
- Shadow AI Audit (2 weeks): inventory, policy, risk fixes, approved toolset.
- 90-Day Pilot: two use cases, training, measurement, and a scale/stop decision.
- Integrated digital capability assessment: AI readiness mapped to cybersecurity, data governance, and sustainability reporting needs, so every euro advances multiple objectives.
Talk to us about a Shadow AI Audit or a funded 90-day pilot.