What is bought · all categories
AI & Machine Learning
Artificial intelligence, machine learning, generative and predictive systems.
How often does the buyer go back?
Measured across 74 repeat award events at 36 buyers. The incumbent isn’t the previous supplier — it’s the roster.
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Who already holds it
- Beam Up22 awards · 19 buyers · last 2026-07-09
- ICS.AI Limited12 awards · 8 buyers · last 2026-07-21
- SOFTCAT PLC10 awards · 9 buyers · last 2026-04-30
- FACULTY SCIENCE LTD9 awards · 7 buyers · last 2026-01-26
- CAPGEMINI UK PLC6 awards · 5 buyers · last 2026-02-26
- IBM UNITED KINGDOM LIMITED5 awards · 4 buyers · last 2026-06-29
- IBM (UK) Ltd5 awards · 2 buyers · last 2025-09-29
- INSIGHT DIRECT (UK) LTD5 awards · 4 buyers · last 2025-06-16
Who broke in recently
- XIEL LTDfirst seen 2026-07-20 · 1 award
- ACCESS UK LIMITEDfirst seen 2026-07-14 · 1 award
- Projects By IF Ltdfirst seen 2026-07-07 · 1 award
- AIRWALK CONSULTING REPLY LTDfirst seen 2026-07-07 · 1 award
- FSP CONSULTING SERVICES LIMITEDfirst seen 2026-07-02 · 1 award
- KERV GROUP LIMITEDfirst seen 2026-07-02 · 1 award
- Serendipity Labs Limitedfirst seen 2026-06-24 · 1 award
- Corporate Project Solutions (CPS) Limitedfirst seen 2026-06-22 · 1 award
“First seen” means the first appearance under this name in published awards — not necessarily a new company. Holcim is Aggregate Industries; AtkinsRéalis is Atkins. We show this as a list and never as a trend: debut counts fall every year by construction, because the pool of never-before-seen suppliers depletes as the corpus grows. A supplier who entered last month also cannot yet show three buyers.
Why a tender lands in this category
- Tier 1 · CPV starts
72· matches\yai\y - Tier 1 · CPV starts
48· matches\yai\y - Tier 2 · matches
\y(artificial intelligence|machine learning|generative ai|large language model|\yllm\y|natural language processing|computer vision|predictive analytics|chatbot)\y
Every label traces to one of these rows. Challenge any of it — the awards behind every figure are one click away.
How these numbers are made — and where they are weak
We resolve supplier identity from published award data using legal-suffix rules and a seeded alias list. We have not verified group structure, joint ventures or delivery partners against Companies House, so a group's true share may be understated. Buyer names are merged where the slug agrees — we cannot tell whether “Hackney Limited” is a council trading arm or an unrelated company, and we do not guess. Our award history begins in June 2015; 0.9% of dated awards predate it, so a “first win” is the first we can observe. Figures are shown with their method and the underlying awards are always one click away.
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