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Marketing & Sales AI Automation: less manual work, a more qualified pipeline

The gap between a marketing signal and a sales conversation is where most pipeline value gets lost. Enriching leads, scoring them, qualifying them and following up at scale across a database of tens of thousands of contacts requires more than manual processes can deliver. Most of these challenges are solved through well-designed agentic pipelines, rather than custom ML models. We build those pipelines and ensure they operate reliably in production. 

  • AI lead enrichment and ICP scoring: tested at scale on 65,000 leads with Stanley/Stella

  • Agentic pipelines: qualify leads, activate campaigns and maintain CRM data without minimal manual intervention

  • Conversational AI: lead generation, integrated directly with Salesforce and other CRM systems

  • Personalised follow-ups: AI agents that act on behavioural signals at the right moment

  • Pragmatic approach: production-ready pipelines delivered in a fraction of the time and cost of custom ML models

Our Marketing & Sales AI Automation services

AI lead enrichment and scoring

Outdated lead databases create commercial blind spots. AI enriches missing data, scores every lead on ICP fit and prioritises for sales, so your team focuses on high-potential prospects instead of cleaning lists manually.

Agentic sales pipeline

We build agentic sales pipelines in N8N and similar tools, with multiple specialised AI agents that collaborate in one workflow: enrichment, scoring, prioritisation and automated CRM updates.

AI-driven campaign setup and segmentation

From audience definition to campaign activation: we automate campaign setup based on intent signals and behaviour data. That frees up your team to spend less time on execution and more on growth strategy.

Conversational AI for lead generation

We build conversational AI agents that answer customer questions, qualify leads and route them directly to your CRM — integrated with Salesforce, HubSpot and other platforms. The architecture is modular, enabling scalable deployment across multiple brands and channels.

Personalised AI follow-ups

AI agents trigger personalised follow-up flows based on behaviour, intent and conversion stage — connected to your content generation and marketing automation platform. We build that connection, so the right message reaches the right lead at the right moment.

Let's discuss your automation needs

Justin van Tol

Justin van Tol

Strategy Consultant Senior

Our approach to Marketing & Sales AI Automation

Automation only creates value if your ICP is sharp and the pipeline is built on a sound strategic foundation. Applying AI tools to unclean lead databases produces faster noise, not better results. We always start with the strategic question: which lead is worth pursuing, and why? From there, the automation follows.

ICP definition as foundation

AI scoring only creates value if the ICP model is correct. Which characteristics (industry, company size, behaviour pattern, buying stage) determine whether a prospect deserves sales attention? We develop the ICP for each project, so the scoring model prioritises what is strategically valuable.

Agentic pipelines that fit the complexity

Most marketing and sales processes are too dynamic for classical ML and too complex for rule-based automation. Agentic pipelines fill exactly that gap. We build those workflows in N8N with multiple specialised AI agents. By splitting the pipeline into focused sub-flows, operational cost and accuracy are optimised per stage.

Conversational AI as the pipeline front-end

A modular conversational AI architecture generates leads, enriches them with CRM data and routes them to the right sales flow — without manual sales handoffs. We build those architectures to scale across multiple brands and channels.

Why work with us?

From a non-performing ML model to a working pipeline

Stanley/Stella had a lead scoring model that didn't deliver. We built a complete N8N pipeline with multiple specialised AI agents, tested on 65,000 real leads, and identified approximately 3,250 high-quality prospects — in production within weeks.

Pragmatic automation over unnecessary technical investment

Low-code agentic pipelines deliver the same output as custom ML models in many sales automation challenges, at a fraction of the lead time and budget. We choose the approach that fits your scale and objectives, not technical ambition.

From lead scoring to automated lead generation

AI automation doesn't stop at scoring existing leads. We also build the front-end: conversational AI agents that generate new leads, qualify them and route them — integrated with your CRM and existing marketing automation.

Connected to personalisation and content

The strongest sales automation connects lead scoring with personalised follow-up content. We connect automation directly with the AI Content Factory and Personalisation at Scale, so the right message reaches the right lead at the right moment.

Want to build an AI pipeline that surfaces your best leads automatically?