DEMONSTRATION — a working demo of the Aibí engine, not a live E-DATA service. Scores run on a placeholder version of SMEDRA; figures and support links are illustrative. Nothing here is an official assessment, and submissions are not retained.

Digital Readiness Report

Ardara Precision Engineering · Manufacturing · 34 employees · Ardara, Co. Donegal

Demo artefact — placeholder instrument. Domain names and framing are E-DATA's own. The item bank, weights and band thresholds are invented placeholders, pending E-DATA's real SMEDRA rubric. Swapping them in is a config change, not a rebuild.
Unverified supports. These roadmap actions route to workshop names invented for the demo, not confirmed from E-DATA's catalogue: Leading Digital Change.
2.3/ 5 — Emerging

Ardara Precision Engineering is a 34 employees manufacturing business scoring 2.3 out of 5 overall — Emerging. Isolated pockets of good practice, not yet joined up. Small manufacturers compete on lead time, quality and the ability to answer a customer's question about an order without walking to the shop floor. Improvement effort is usually real but episodic — a Lean push that fades — and the data needed to sustain it is trapped in machines, spreadsheets and people's heads.

Results across the ten domains

12345Digital Strategy2.8Financial Readiness2.8Digital Systems2.2Digital Skills2.4Data and AI2.1Customer Engagement2.6Operations and Automation1.7Managing Change1.7Sustainability2.6Digital Compliance2.7
DomainFocusScoreBand
Digital StrategyDigital activity linked to business goals2.8Established
Financial ReadinessHow digital investment is planned, funded and prioritised2.8Established
Digital SystemsReliable, connected, scalable tooling2.2Emerging
Digital SkillsStaff and management confidence with digital tools2.4Emerging
Data and AIInformation collected, managed, analytics/AI-ready2.1Emerging
Customer EngagementWeb, social, email, CRM, customer journey2.6Established
Operations and AutomationReducing manual work, duplication, errors and delays1.7Emerging
Managing ChangeAdoption, communication and barriers to change1.7Emerging
SustainabilityDigital as a lever on waste, energy, travel and paper2.6Established
Digital ComplianceCybersecurity, data protection and responsible-AI practice2.7Established

Domain by domain

Digital Strategy

Digital Strategy: 2.8 (Established). Consistent basics in place; gains are repeatable. The weakest signal is "Digital priorities are reviewed on a regular cycle." (scored 2).

Financial Readiness

Financial Readiness: 2.8 (Established). Consistent basics in place; gains are repeatable. The weakest signal is "The business knows what grant and support funding it can access." (scored 2).

Digital Systems

Digital Systems: 2.2 (Emerging). Isolated pockets of good practice, not yet joined up. Machines, stock and finance hold data that never meets in one place. The weakest signal is "Systems talk to each other rather than needing re-keying." (scored 1).

Digital Skills

Digital Skills: 2.4 (Emerging). Isolated pockets of good practice, not yet joined up. Shop-floor confidence with new tooling lags the tooling itself. The weakest signal is "Staff are confident with the tools their role requires." (scored 2).

Data and AI

Data and AI: 2.1 (Emerging). Isolated pockets of good practice, not yet joined up. Throughput and quality data exists but is not turned into decisions. The weakest signal is "The business has explored where AI could add value." (scored 1).

Customer Engagement

Customer Engagement: 2.6 (Established). Consistent basics in place; gains are repeatable. The weakest signal is "Digital channels reach the customers that matter." (scored 2).

Operations and Automation

Operations and Automation: 1.7 (Emerging). Isolated pockets of good practice, not yet joined up. Manual scheduling and re-keying between office and floor create delay and rework. The weakest signal is "The same information is not entered more than once." (scored 1).

Managing Change

Managing Change: 1.7 (Emerging). Isolated pockets of good practice, not yet joined up. Improvement initiatives start well and decay once the champion moves on. The weakest signal is "Change is communicated before it lands on people." (scored 1).

Sustainability

Sustainability: 2.6 (Established). Consistent basics in place; gains are repeatable. The weakest signal is "Digital tools are used to cut waste, travel or paper." (scored 2).

Digital Compliance

Digital Compliance: 2.7 (Established). Consistent basics in place; gains are repeatable. The weakest signal is "Any AI use has human oversight and known limits." (scored 2).

Areas of relative strength

Areas for attention

Suggested priorities for discussion with the E-DATA team

What the gaps may be costing

Illustrative figures. These euro ranges are computed from placeholder assumptions (shown against each line), not from your business's actual numbers. They indicate scale, not a guarantee — treat them as a starting point for the conversation with E-DATA.
€5,000–€13,000 a year

Indicative annual value across the areas below — money reclaimed or risk removed if these gaps are closed. Every figure is computed from the stated assumption, and scales with how weak the area scored; a strong area contributes nothing.

AreaIndicative annual valueBased on
Operations and Automation€3,000–€6,000handwritten batch records and re-keyed data, at a loaded staff cost
Data and AI€900–€2,500time spent finding or re-compiling data a connected system would surface
Digital Compliance€1,100–€4,500indicative exposure a compliance gap could trigger — a lost buyer contract or breach cost

Roadmap — the next 3–6 months

What to focus on first, and which E-DATA supports are most relevant. Every action below traces back to a scored domain and the item responses that drove it.

Step 1 · Operations and Automation · next 12 weeks worth an indicative €3,000–€6,000/yr

Make improvement a standing habit rather than a one-off project.

Continuous Improvement with Lean

Operations and Automation scores 1.7 (Emerging). Manual scheduling and re-keying between office and floor create delay and rework. Driven by: "The same information is not entered more than once." (1/5); "Routine tasks are automated rather than done by hand." (2/5).

Book this support →demo link — not yet live

Step 2 · Managing Change · next 8 weeks

Adoption planned for, not hoped for: comms, resistance, capacity.

Leading Digital Change

Managing Change scores 1.7 (Emerging). Improvement initiatives start well and decay once the champion moves on. Driven by: "Change is communicated before it lands on people." (1/5); "New tools are adopted in practice, not just bought." (2/5).

Register your interest →demo link — not yet live

Step 3 · Data and AI · next 8 weeks worth an indicative €900–€2,500/yr

Customer and operational data in one place, informing decisions.

CRM & Data for Better Decisions

Data and AI scores 2.1 (Emerging). Throughput and quality data exists but is not turned into decisions. Driven by: "The business has explored where AI could add value." (1/5); "Data is clean and trusted enough to make decisions on." (2/5).

Book this support →demo link — not yet live

Step 4 · Digital Systems · next 6 weeks

Cut rework, delay and duplicated effort out of a core process.

Lean & Waste Reduction

Digital Systems scores 2.2 (Emerging). Machines, stock and finance hold data that never meets in one place. Driven by: "Systems talk to each other rather than needing re-keying." (1/5); "Current tooling would cope with a step change in volume." (2/5).

Book this support →demo link — not yet live

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