Friction map
We detect tasks, bottlenecks and decisions where AI can assist without hurting commercial quality.
03 · AI applied to sales
Bring AI into sales without turning the process into an endless experiment.
We map friction, design useful automations and leave a working layer the team can use with judgement and control.
Result
01
Clear workflows for repetitive tasks.
02
Prompts, assistants and automations documented.
03
Usage rules that protect quality and context.
AI only matters when it improves the real commercial system.
Problem / context
Poorly grounded AI creates more noise than savings.
Many teams test AI tools without a clear reading of the commercial process they want to improve. The result is usually dispersion, mediocre output and low real adoption.
The key is to decide where to automate, where to assist and where human judgement must stay in control.
- Repetitive manual tasks consume too much commercial time.
- People use isolated prompts, but nobody has designed a system.
- Quality drops when the team tries to scale AI without clear rules.
What we do
What we do
We apply AI to specific points in the process to save time, improve context and increase consistency.
Workflows and assistants
We design prompts, automations and micro-assistants for research, enrichment, personalisation or follow-up.
Governance and adoption
We define rules, ownership and usage criteria so the team can use the new layer without chaotic dependency.
What you get
What you get
Process map
What gets automated, what gets assisted and what stays under human judgement.
Prompts and assistants
A reusable base for research, preparation and commercial output.
Useful automations
Flows connected to the tools and steps already in place.
Adoption guide
Best practices, risks and a way to protect quality over time.
Process
How we run this service
Map the tasks
We understand which parts of the process consume time and where AI can genuinely help.
Design the flow
We define inputs, prompts, validations and useful outputs for each case.
Integrate into operations
We connect the new layer to the team's real routine, not to an isolated lab.
Document and refine
We leave a playbook, limits and improvements to support adoption.
Fit
If you want AI applied with more judgement and less noise, we'll design it with you.
It makes sense when a basic sales process already exists and the goal is to make it more efficient and more consistent.
Share the process, stack and goals and we'll map where automation makes sense.
Good fit if
- You want to reduce manual research, prep or follow-up work.
- You need better personalisation without scaling team hours linearly.
- You want AI introduced with commercial judgement, not just trend pressure.
Not a fit if
- There is no minimally defined sales process yet.
- You only want full automation without human oversight.
- Nobody internally will adopt and maintain the new layer.
FAQ
Frequently asked questions
Do you work with any tool stack?
We adapt to the existing stack as long as the resulting flow is stable and useful. We don't force tools for fashion reasons.
Does AI replace the team?
No. We use it to accelerate research, preparation and consistency while keeping commercial judgement where it matters.
Is everything documented?
Yes. Without documentation, ownership and usage rules, the AI layer degrades quickly.
Other services
Other services that often fit alongside
Contact
Tell us what you want to move.
Share the context, the bottleneck and the next move you want to activate. We'll come back with a concrete approach.
- Reply within one business day.
- A realistic proposal tied to your current stage.
- No endless decks or vague diagnosis.
Message sent
We'll come back with a realistic proposal within 24 hours.
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