We buildyour product,10 to 20× faster.

Healthcare · Caregiver support

Monka supports people who care for a loved one, alongside coordinating nurses. To keep up with their growth, we shipped in two months the caregiver app, Lifeline, the CRM for their nurses, and the API that ties them together.

• →A caregiver app: a 165-question assessment that leads to an action plan, the circle of close ones, a chat with the nurse, and appointment booking.
• →Lifeline, the CRM for coordinating nurses: caregiver follow-up, agenda, conversations, questionnaires, and reports.
• →A versioned clinical engine that evolves the care framework (12 versions so far) without breaking the app.
• →A partner API with signed webhooks, so insurers can follow the people they cover.

News · MediaGen (France 2030)

With AFP, we're building MediaGen, a €4M France 2030 project backed by Bpifrance: trustworthy generative AI tools for newsrooms, always under journalists' control. We're part of the technical consortium alongside Kairntech and Dawex.

• →Augmented news monitoring: gather and analyze media, social networks, and press releases in real time.
• →Multimodal search: explore and make the most of text, photo, and video archives.
• →Content production help: turn one story into several formats and spot biases that could hurt its quality.

Rentals · Customer support

LocService handles several hundred support tickets a day. We read all their past tickets and internal docs to draft the answer for each new one, tailored to the customer's profile and history.

• →Connected to their internal APIs to pull real customer context.
• →Classification rules so the same question gets the right answer per customer type.
• →Hundreds of tickets a day, our drafts used on 87% of them.
• →A human sends every reply: a support agent reviews the draft, fixes it if needed, then sends it.
• →One simple measure, checked day to day: is the draft used? Not a score on a test set chosen in advance.

Food · CSR and quality

Coup de Pates supplies frozen products to food professionals. We built them Ensemble, the app that brings employees together around events like a step challenge, and a library of AI skills that checks their product documents.

• →Ensemble: an iOS and Android app to run internal life, launched with an inter-team step challenge.
• →Document control: AI skills that check a corrected label or specification against every annotation, and flag each gap.

Technical expertise · Software Factories

The Vibe Company supports Theodo as a technical expert on critical projects for their clients, such as building Software Factories for hundreds of developers, to help accelerate their teams.

• →Technical expertise embedded in Theodo's teams, on critical projects for their clients.
• →Industrializing AI-assisted development at scale: Software Factories for hundreds of developers.
• →Standardized tools, agents, and skills, so every team starts from the same foundation.
• →Support and training for the teams, so they adopt these practices and move faster.

Healthcare · Caregiver support

Monka supports people who care for a loved one, alongside coordinating nurses. To keep up with their growth, we shipped in two months the caregiver app, Lifeline, the CRM for their nurses, and the API that ties them together.

• →A caregiver app: a 165-question assessment that leads to an action plan, the circle of close ones, a chat with the nurse, and appointment booking.
• →Lifeline, the CRM for coordinating nurses: caregiver follow-up, agenda, conversations, questionnaires, and reports.
• →A versioned clinical engine that evolves the care framework (12 versions so far) without breaking the app.
• →A partner API with signed webhooks, so insurers can follow the people they cover.

News · MediaGen (France 2030)

With AFP, we're building MediaGen, a €4M France 2030 project backed by Bpifrance: trustworthy generative AI tools for newsrooms, always under journalists' control. We're part of the technical consortium alongside Kairntech and Dawex.

• →Augmented news monitoring: gather and analyze media, social networks, and press releases in real time.
• →Multimodal search: explore and make the most of text, photo, and video archives.
• →Content production help: turn one story into several formats and spot biases that could hurt its quality.

Rentals · Customer support

LocService handles several hundred support tickets a day. We read all their past tickets and internal docs to draft the answer for each new one, tailored to the customer's profile and history.

• →Connected to their internal APIs to pull real customer context.
• →Classification rules so the same question gets the right answer per customer type.
• →Hundreds of tickets a day, our drafts used on 87% of them.
• →A human sends every reply: a support agent reviews the draft, fixes it if needed, then sends it.
• →One simple measure, checked day to day: is the draft used? Not a score on a test set chosen in advance.

Food · CSR and quality

Coup de Pates supplies frozen products to food professionals. We built them Ensemble, the app that brings employees together around events like a step challenge, and a library of AI skills that checks their product documents.

• →Ensemble: an iOS and Android app to run internal life, launched with an inter-team step challenge.
• →Document control: AI skills that check a corrected label or specification against every annotation, and flag each gap.

Technical expertise · Software Factories

The Vibe Company supports Theodo as a technical expert on critical projects for their clients, such as building Software Factories for hundreds of developers, to help accelerate their teams.

• →Technical expertise embedded in Theodo's teams, on critical projects for their clients.
• →Industrializing AI-assisted development at scale: Software Factories for hundreds of developers.
• →Standardized tools, agents, and skills, so every team starts from the same foundation.
• →Support and training for the teams, so they adopt these practices and move faster.

Healthcare · Caregiver support

Monka supports people who care for a loved one, alongside coordinating nurses. To keep up with their growth, we shipped in two months the caregiver app, Lifeline, the CRM for their nurses, and the API that ties them together.

• →A caregiver app: a 165-question assessment that leads to an action plan, the circle of close ones, a chat with the nurse, and appointment booking.
• →Lifeline, the CRM for coordinating nurses: caregiver follow-up, agenda, conversations, questionnaires, and reports.
• →A versioned clinical engine that evolves the care framework (12 versions so far) without breaking the app.
• →A partner API with signed webhooks, so insurers can follow the people they cover.

News · MediaGen (France 2030)

With AFP, we're building MediaGen, a €4M France 2030 project backed by Bpifrance: trustworthy generative AI tools for newsrooms, always under journalists' control. We're part of the technical consortium alongside Kairntech and Dawex.

• →Augmented news monitoring: gather and analyze media, social networks, and press releases in real time.
• →Multimodal search: explore and make the most of text, photo, and video archives.
• →Content production help: turn one story into several formats and spot biases that could hurt its quality.

Rentals · Customer support

LocService handles several hundred support tickets a day. We read all their past tickets and internal docs to draft the answer for each new one, tailored to the customer's profile and history.

• →Connected to their internal APIs to pull real customer context.
• →Classification rules so the same question gets the right answer per customer type.
• →Hundreds of tickets a day, our drafts used on 87% of them.
• →A human sends every reply: a support agent reviews the draft, fixes it if needed, then sends it.
• →One simple measure, checked day to day: is the draft used? Not a score on a test set chosen in advance.

Food · CSR and quality

Coup de Pates supplies frozen products to food professionals. We built them Ensemble, the app that brings employees together around events like a step challenge, and a library of AI skills that checks their product documents.

• →Ensemble: an iOS and Android app to run internal life, launched with an inter-team step challenge.
• →Document control: AI skills that check a corrected label or specification against every annotation, and flag each gap.

Technical expertise · Software Factories

The Vibe Company supports Theodo as a technical expert on critical projects for their clients, such as building Software Factories for hundreds of developers, to help accelerate their teams.

• →Technical expertise embedded in Theodo's teams, on critical projects for their clients.
• →Industrializing AI-assisted development at scale: Software Factories for hundreds of developers.
• →Standardized tools, agents, and skills, so every team starts from the same foundation.
• →Support and training for the teams, so they adopt these practices and move faster.