Human Led AI Systems for

Marketing and Sales

Helping marketing and sales teams build better workflow systems with AI, improving decision quality, speed, and consistency.

Discuss Your Workflow

AI is beginning to change how marketing and sales teams operate, but in most cases it is still being applied unevenly across everyday workflows. Most marketing and sales teams are already using AI. The issue is not adoption, but how AI is applied within day to day workflows

Where time is lost in marketing and sales

Research is often handled manually, slowing response and reducing focus

Follow up and next steps are inconsistent across teams

Time is spent on low value preparation instead of higher value activity

Decisions vary by individual rather than a structured process

AI tools are used in isolation rather than embedded into workflows

Current work with Companies

We are currently working with a small number of SMEs to explore how AI is being applied across marketing and sales workflows.

This includes ongoing discussion and exploration in this space, including with Cranfield University, focused on where AI can improve the structure, speed, and consistency of day to day work.

Current areas of focus include:

Company and market research

Reporting, insight generation, and decision support

Lead generation, follow up, and onboarding workflows

How it works

A simple process for exploring how AI can improve day to day marketing and sales workflows:

Identify: Identify a high friction workflow

Redesign: Redesign the process around higher value work

Introduce AI: Introduce AI where it improves structure, speed, or consistency

Test and refine: Test the workflow and refine it over time

Insights

Short perspectives on AI, workflows, and how marketing and sales teams are actually using these systems in practice.

Featured
Working with SMEs Through Cranfield: Understanding Where AI Actually Fits in Marketing and Sales Workflows
Working with SMEs Through Cranfield: Understanding Where AI Actually Fits in Marketing and Sales Workflows
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How to Build an AI Content System That Actually Works (Not Just Generates Content)
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About our company

Twibill Intelligence explores how AI is changing marketing and sales workflows.

The focus is not on removing people from the process, but on designing better systems where AI supports research, structure, and speed while human judgement remains central.

Our approach is shaped through ongoing work with SMEs and wider discussion in this space, with an emphasis on clearer process, better decisions, and practical systems that teams can use effectively

Learn more