Sales & Wholesale
Sales call notes and CRM update automation
Capture sales conversations from recordings or dictated notes, produce a structured summary, and write the relevant fields back to the CRM — next steps, opportunity stage, competitor mentions, objections.
60–80%
reduction in CRM admin time
Opportunity assessment
Minor improvement. Small efficiency gain with limited effect on overall turnover or bottom line.
Very easy to implement. Ready-to-use tools exist. Can be up and running in days or weeks with minimal technical resource.
Light data requirements. Uses straightforward inputs — documents, product descriptions, customer records — that are usually accessible with minimal prep.
Moderate risk. Some customer or external exposure. Errors create rework or reputational impact but are recoverable.
Light people impact. A new tool slots into an existing workflow. Minimal training needed. Most people will adapt quickly.
Tooling required
Things to consider
CRM hygiene is the perennial sales management complaint and the perennial sales team grievance. Removing the admin is the rare intervention both sides want, which makes adoption unusually easy.
Recording a call requires the other party's consent and a lawful basis under UK GDPR. Build the consent step into the call opening and document the retention period.
Let the model update factual fields automatically but require the account manager to confirm opportunity stage and value. Those two fields drive the forecast and must stay a human judgment.
Experiment starter: Run it with one sales team for six weeks. Measure CRM field completeness before and after, and ask the team how much time they got back. Completeness is the number the sales director cares about.
Go deeper in the playbook
Section — Opportunity Identification, including the AI Opportunity Assessment ScorecardSection — The Experimentation FrameworkThis is an augmentation opportunity — see the relevant playbook section for how to approach it.More in Sales & Wholesale
Wholesale account performance briefing
Generate a pre-meeting briefing for each trade account: sell-through by line, order pattern versus last year, open orders, credit position, and the three things worth raising in the meeting.
Trade order pattern anomaly detection
Monitor trade customer ordering behaviour and flag material deviations — a dropped category, a halved reorder, a shift to a competitor's specification — early enough for the account manager to intervene.
RFP and tender response drafting
Draft responses to tender and RFP questions by retrieving from a library of previously approved answers, accreditations, and policy documents, then tailoring the wording to the specific question asked.
AI Transformation Playbook
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