B
Evidence Grade B
Graded
under review
Safe to Cite
Recent
60%
60% -- time to sustainable ai roi for organisations using staged AI adoption (off-the-shelf to hybrid to custom) (2025)
Attribution:
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Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
60%
Unit
Percentage
Data Vintage
2025
Entity
Evidence Quality
B
Strong, reliable evidence
Sourced from a well-regarded research firm or industry leader with transparent methodology and a reasonably large sample.
Single source - not yet corroborated
Score breakdown
Extraction
50
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
Zartis
Primary
Tier C
https://redeagle.tech/blog/custom-ai-solutions-uk-smes ↗
Source Article
Custom AI vs Off-the-Shelf: When UK SMEs Should Build Bespoke AI Solutions
Quick answer: Most UK SMEs should start with off-the-shelf AI tools (£20-£900/month) for general tasks like content creation and admin automation. Switch to custom AI solutions (from £15,000) when you need AI that integrates with your existing systems, handles industry-specific workflows, or gives y…
Original Research
Zartis
· Original study ↗
Methodology
Zartis research drawing on Gartner and McKinsey data
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
organisations using staged AI adoption (off-the-shelf to hybrid to custom): 60% time to sustainable ai roi. Source: Zartis (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/staged-ai-approach-roi-60-percent-faster
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<blockquote cite="https://lighthousedata.io/data/staged-ai-approach-roi-60-percent-faster" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>60%</strong> -- time to sustainable ai roi for organisations using staged AI adoption (off-the-shelf to hybrid to custom)<br><small>Source: Zartis (2025) · <a href="https://lighthousedata.io/data/staged-ai-approach-roi-60-percent-faster" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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