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How to design an AI agent that owns one pipeline stage with a measurable exit condition, with a quote-chase example and costs at £9.00 per 1,000 credits.

Nine AI options for UK buyers, checked 12 Sep 2026: pounds per million tokens, context, UK and EU residency, HubSpot links. Astra is about £37 per 1M out.

A worked model: on a 40,000-contact base with 15% duplicates, deduplication and overnight pre-summarising cut the monthly agent bill from £1,304 to £413.

Seven questions to ask an AI consultancy in a first meeting, plus what running cost should look like: a HubSpot customer agent resolution is about 45p.

Grok 4.6 costs about £1.48 per million input tokens. What the Grok API really costs a UK business in pounds, and what Grok Bot for Enterprise is.

Muse, Grok Bot, ChatGPT and Claude all act on your behalf. Only two have an official HubSpot connector, and both cap bulk writes at 10 records.

A prospect asked if their sales team was AI competent. A four-level framework, an assessment design, and why a certificate should expire at six months.

Ten UK AI consultancies compared on best fit, published prices and delivery model, checked 12 Sep 2026, plus six procurement questions to ask.

Gemini 3.8 Flash launched 2 Sep 2026. Google's own docs rule out UK in-country data residency for it, and the HubSpot connector for Gemini is read-only.

Checked 12 Sep 2026: ChatGPT Business has no UK data residency and Claude has no first-party EU or UK region. Nine vendor tiers in one table.