AI assessment & roadmap
We analyze your processes, friction points, and opportunities to identify the most useful use cases to launch first.
AI Consulting for SMBs
We help SMBs identify the right use cases, launch a first useful project, and build reliable AI usage across the company. Fewer repetitive tasks, less wasted time, more clarity for your teams.
While some companies test useful applications and save time, others stay stuck between curiosity, confusion, and poor tool choices.
AI does not replace your team. It gives them superpowers. It helps them go faster, use information better, and focus on what really matters.
What we do for you
We start by clarifying, prove with a pilot, then sustainably equip teams. The rest follows: usage framework, adoption, and extension.
We analyze your processes, friction points, and opportunities to identify the most useful use cases to launch first.
We deploy a first concrete use case on a limited scope, with human validation and clear success criteria.
We build an assistant connected to your useful documentation to help your teams find information faster and respond more effectively.
How it works
We move forward with your teams step by step, keeping focused on real utility.
We understand your goals, constraints, and starting point.
We select a relevant, realistic, and priority use case.
We deploy a first concrete pilot on a real scope.
We integrate human validation, usage rules, access, and best practices.
Concrete cases
Here are some contexts where we see concrete gains quickly, once the need is well defined.
Faster responses, better use of documents, better-prepared sales support.
Search in specs, more accessible documentation, better-prepared responses.
Procedures, internal documentation, support for teams, and smoother information flow.
Triage, response preparation, faster access to procedures and useful content.
Fewer repetitive tasks, structured requests, faster processing.
Smoother demand handling, information search, and support for sales teams.
Flutteris product
Alongside our work for SMBs, we also develop i-Discover: a platform that combines user experience, structured content, and contextual artificial intelligence. This product illustrates how we work: start from a real need, structure information, design a clear use case, and create a genuinely useful experience.
AI Blog
Analysis, explanations, and insights to better understand AI, avoid misconceptions, and identify what is truly useful in business.
ai
2026-03-16
A practical breakdown of Matt Shumer's and Citrini Research's viral AI reports - what they get right, where they overreach, and what developers should do now.
ai
2026-03-10
Why I think we just opened a very serious box
ai
2026-03-08
When your AI assistant becomes the attacker's best employee.
Projects delivered for startups, SMBs, innovation teams, and demanding organizations.
What if your company were next to structure a first useful use case?
In 20 minutes, we look at whether a first AI use case is worth exploring in your context. A simple, concrete, no-hype conversation.