A question that can be settled
Write a concrete question, for example: can the 6 required fields be extracted from this document at a reliability level that fits human review?
A focused experiment before a full build
The NeoTech lab settles one question inside a real workflow. We write down what needs to be learned, run a defined experiment, and decide on the result rather than on a promise.
Settle one question before committing to a full system
Does the model understand this kind of document? Can the right source be reached? Is the interface clear to the user? Does the API provide the data in time?
A focused experiment isolates the question and defines in advance how the result will be judged. The findings support a decision to continue, change approach or reduce the scope.
- An experiment on sample documents or data
- Comparison of models and approaches
- A prototype of a working interface
- A test of a connection to an existing system
- An internal tool that shows the flow
Write what needs to be learned before writing what needs to be built
An experiment of the right size
Build the part that can refute or strengthen the assumption, and add the surrounding pieces after the core has been tested.
A decision with a reason
Continue, change direction or stop, and record the findings the decision rests on.
An experiment is presented as an experiment
A prototype is not a production system. A result on a sample is not proof that the whole process will work.
AI news
A conversation about one work process
The first conversation describes the process, where the information lives and what needs to change. From there it is clear whether to start with training, automation or a system.