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    Stories9 min

    Building a Digital Product from the Field

    Nora Bensaïd designs a coordination tool alongside the healthcare workers who will actually use it.

    Building a Digital Product from the Field

    ‘A screen can be perfectly logical in the office and become impossible the moment its user also has to look at someone, answer the phone and remember three things.’

    Nora Bensaïd, independent product developer

    The best products do not simplify a mock-up. They simplify a real moment, with its interruptions, constraints and responsibilities that cannot be automated.

    The Button Worked Perfectly

    The prototype could transmit information in three actions. Nora Bensaïd had tested it on several phones, with a slow connection and incomplete data.

    Yet at the health centre, the coordinating nurse cannot find the third action.

    She is holding a tablet, answering a colleague in the corridor and looking for the next record. The button is visible. The moment to look at it is not.

    Nora closes her computer and asks to repeat the sequence from the beginning.

    The Brief Described a Screen, Not a Day

    The project, called Relais, is intended to help several practices share the necessary information between two visits. The brief talks about a form, a status and a notification.

    In the field, Nora discovers work made up of temporary notes, deferred decisions and information that cannot all be handled with the same urgency.

    Another notification would not reduce the noise. It would move it elsewhere.

    ‘Nora did not ask us which feature we wanted. She asked which mistake we were trying to prevent.’

    Sophie Martin, coordinating nurse

    Observing Without Turning Every Action into a Requirement

    Nora conducts interviews in Dovetail and connects every observation to the precise moment when it appears. She does not create a feature for every irritation.

    She distinguishes structural constraints, local habits and workarounds that reveal a genuine gap in the system. This distinction prevents the team from digitising problems that should be solved differently.

    Nora observes the handoff between a round and the patient-record update
    Nora observes the handoff between a round and the patient-record update

    A Stack That Brings the Field Closer to the Code

    Each tool preserves a different trace of the product. None replaces conversation with the people concerned.

    01

    Understand

    Dovetail connects observations to real risks. Decisions begin with situations, not isolated requests.

    Dovetail

    02

    Test

    Figma tests pace and priorities. Prototypes are used standing up, while interrupted and sometimes offline.

    Figma

    03

    Build

    GitHub and Storybook keep behaviour visible. Linear connects every delivery to a documented product decision.

    GitHub · Storybook · Linear

    04

    Learn

    Sentry reveals technical failures. PostHog shows abandonment without claiming to explain on its own why it happens.

    Sentry · PostHog

    The First Version Does Less

    Nora removes free-form comments, complex tables and several status levels. Relais keeps three actions: flag, accept and hand over.

    Details remain available, but the next decision appears before the history. The product no longer asks the coordinator to reconstruct the priority every time she opens it.

    ‘We did not make the work simpler. We made visible what had to be decided now.’

    Nora Bensaïd

    Artificial Intelligence Stays Behind the Scenes

    Claude helps Nora compare reports, identify contradictions and prepare test scenarios. It never automatically summarises a clinical situation and presents it as truth.

    Suggestions are used during design, with human review. Inside the product, every sensitive piece of information retains its author, time and context.

    Nora prefers a clear absence to a plausible answer.

    Measuring Without Monitoring People

    PostHog tracks the time needed to complete a handoff and where the journey is abandoned. Sentry connects errors to the technical conditions that cause them.

    Nora does not measure the individual speed of healthcare workers. She measures the product’s ability to return information at the right moment.

    When the abandonment rate falls, she returns to the field. A statistical improvement can also mean that people have found a new workaround.

    The Product Begins After Delivery

    Relais is deployed in three practices. Every week, Nora reviews incidents, requests and observations with Sophie. Some changes enter Linear. Others become a procedure change or a short training session.

    Code is only part of the answer.

    ‘Nora delivered a tool, but above all a way to keep questioning it without starting again from scratch.’

    Sophie Martin

    Building Close to the Consequences

    Nora keeps one rule for future projects: the more consequences a digital decision creates in the real world, the closer its design must remain to those who bear them.

    The stack accelerates research, prototyping, development and observation. It does not replace the judgement that connects those stages.

    The product becomes dependable when that continuity remains visible.

    Discover a field-centred product stack in ToolTrim →

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