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Small and Medium Enterprises · Small and Medium Enterprises

Sales and Marketing Automation

50% lead conversion rate

Computer VisionEdge AILLMLangChainOpenAIHubSpot APINode.jsPostgreSQL

Context

A group of SMEs needed to scale their sales and marketing operations without proportionally scaling headcount. Manual lead qualification and follow-up were bottlenecks to growth.

Challenge

Sales teams were spending the majority of their time on low-quality leads. Marketing content was generic. Follow-up sequences were inconsistent and poorly timed, leading to high drop-off rates.

Approach

We designed an agentic sales automation system: an LLM-powered lead scoring agent qualifies inbound leads based on fit signals; a content agent generates personalised outreach sequences; and a scheduling agent manages follow-up timing.

Solution

Integrated with existing CRM (HubSpot). Lead data is scored automatically on entry. Personalised email sequences are generated and queued. Agents flag high-priority prospects for direct sales attention. All actions are logged for review.

Impact

50% improvement in lead-to-meeting conversion rate. Sales teams now focus only on qualified prospects. Follow-up consistency improved markedly. Deployed across three SME clients with measurable pipeline growth.

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