In Bordeaux. By your side. From the first sketch to production.
The Kasual method
[ DATA & SENSOR ANALYTICS ]

Let the data speak.
Without making it say everything.

Image analysis, classification and forecasting: we explore machine learning approaches based on your data, its quality and the decision you want to improve.

[ WHAT WE BUILD ]

Your context sets the course.
Our work gives it shape.

A first conversation helps clarify your priorities and the project’s constraints. We then define a scope, the skills required and the deliverables to approve together.

A team in Bordeaux.
Direct contacts.
01

Examine the data

Availability, representativeness and annotation quality are checked before training a model.

02

Compare approaches

A simple method serves as a baseline to judge the real gain of a more complex solution.

03

Monitor in real conditions

Performance can drift as data changes. Monitoring is part of the setup.

[ HOW WE MOVE FORWARD ]

Clarity.
At every stage.

01 /

Understand

Uses, constraints and expected outcomes. We share the same starting point.

02 /

Design

User journeys, mock-ups, a prototype. The idea becomes concrete enough to discuss.

03 /

Develop

Short cycles and releases to test. You see the product take shape.

04 /

Run

Deployment, hosting, maintenance. The product carries on with its users.

[ USEFUL QUESTIONS ]

Before
getting started.

Do we already need a large dataset?+

The amount needed depends on the task. We start by examining the available examples and the options for reusing an existing model.

How do I start a data & sensor analytics project?+

Share your context, the users involved and the existing tools. We’ll start by clarifying the need before proposing a scope and an estimate.

How are budget and timeline set?+

They depend on the features, integrations and constraints identified. Scoping produces an explicit estimate; no fixed timeline is announced without analysis.

[ SHALL WE TALK? ]BORDEAUX · FRANCE

You’ve had the spark.
Let’s build what comes next.

contact@kasual.biz+33 (0)9 56 98 65 26Direct conversations. Concrete ideas.

Your request is sent to the Kasual team through its secure inbox.