B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
25%
25% -- potential procurement efficiency gain from agentic ai for Procurement teams (2026)
Agentic AI could increase procurement efficiency by 25% to 40%.
Attribution:
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Lighthouse Research Team
Last verified:
·
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Source verified
Evidence graded
Value
25%
Unit
Percentage
Data Vintage
2026
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
McKinsey
Primary
Tier C
https://www.urbanelement.com/insights/the-next-buyer-you-need-to-impress-might-not-have-a-heartbeat ↗
Source Article
The Next Buyer You Need to Impress Might Not Have a Heartbeat » Urban Element
The Next Buyer You Need to Impress Might Not Have a Heartbeat
09/06/2026 | Digital Marketing | 8 minutesYour next contract might be lost before a human being ever reads your proposal. Not to a competitor with a better pitch deck, not to a sales rep with a better relationship, but to an algorithm tha…
Original Research
McKinsey
· Original study ↗
Methodology
McKinsey research; range 25-40%, midpoint extracted
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
Procurement teams: 25% potential procurement efficiency gain from agentic ai. Source: McKinsey (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/procurement-efficiency-agentic-ai-2026
HTML Embed
<blockquote cite="https://lighthousedata.io/data/procurement-efficiency-agentic-ai-2026" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>25%</strong> -- potential procurement efficiency gain from agentic ai for Procurement teams<br><small>Source: McKinsey (2026) · <a href="https://lighthousedata.io/data/procurement-efficiency-agentic-ai-2026" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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