Plateforme technologique d’IA de 4ème génération pour la détection précoce des signaux faibles d’événements rares.

Première plateforme GEN-IV AI pour la modélisation multi-physique des événements rares, la prédiction multimodale du risque à 12 mois et 5 ans et la détection précoce de leurs signaux faibles précurseurs, avant et pendant leur incubation silencieuse.

Screenshot of a health monitoring system showing multiple mobile app interfaces, biometric sensors, and a computer displaying patient data, with categories for prevention, coaching, cancer screening, and telehealth.

Nous développons la première clinique numérique intelligente du sein, consacrée à la santé mammaire et la prévention numérique sur smartphone. Elle constitue le super-démonstrateur de notre plateforme technologique d’intelligence artificielle intégrée de quatrième génération (GEN-IV AI) pour la prédiction du risque et la caractérisation des événements rares en onconumérique.

En savoir plus sur HOPE®

L’application HOPE® est le premier module de notre clinique numérique intelligente modulaire du sein. Il s’agit d’une application mobile lancée le 8 octobre 2025, en tant que dispositif médical numérique de Classe I marqué CE, sous le numéro d’enregistrement (01)03770040298008(8012)V1.0.6.
HOPE® est disponible gratuitement sur l’App Store et Google Play pendant la période pilote de 12 mois qui s’étend jusqu’à Octobre Rose 2026.
Il ne s’agit pas d’un outil de diagnostic et elle ne remplace pas un avis médical ni un examen clinique réalisé par un professionnel de santé. En cas de doute ou d’observation inhabituelle, veuillez consulter votre médecin.

Les signaux faibles murmurent longtemps avant que l’événement rare ne se fasse entendre

40%

des événements rares sont évitables par la prévention, la prédiction du risque et la détection précoce de leurs signaux faibles précurseurs.

40%

des événements rares se développent dans des systèmes complexes qui auraient pu être caractérisés à risque, des années plus tôt.

HOPE VALLEY AI transforme des données complexes, déséquilibrées, incertaines, multimodales et multi-physiques en signaux faibles caractéristiques de nouveaux marqueurs de risque prédictifs, pour la prédiction du risque à 12 mois et 5 ans d’un événement rare, et la détection précoce de ses signaux faibles plusieurs années avant qu’il ne se déclare.

La plateforme GEN-IV AI est une une technologique disruptive basée sur la fertilisation croisée, pensée et développée pour être déployée dans différents domaines d’application.

Notre premier cas d’usage porte sur le cancer du sein. Il illustre notre engagement et notre mission de contribuer à vaincre le cancer du sein, en particulier le cancer d’intervalle, par la prévention numérique fondée sur la prédiction du risque et la détection précoce des signaux faibles, avant que le cancer ne se déclare.

À l’image de Marie Curie, nous venons du monde du nucléaire et mettons notre technologie innovante au service de la lutte contre le cancer.

  • Dr. Hakima BERDOUZ, wearing a pink blazer and black dress, standing indoors at an event, holding a paddle with a wooden handle. There are two white kiosks with words 'i-Lab' and 'i-Nov' on them.
  • Dr. Hakima BERDOUZ, wearing glasses, a pink top, and a colorful scarf, standing in front of a gray background with "Forbes 50 Over 50 Women" and "L'Oreal Paris" text.
  • A three-page spread from a magazine shows three different women in separate photos, each with a headline and article. The first woman has curly brown hair, wearing a blue jacket, smiling outdoors with pink flowers in the background. The second photo features two men standing in front of a black backdrop with white text, one holding a folder, both smiling. The third woman has glasses, wearing a white top and a pink scarf, standing indoors with a neutral background and a pink text box.
  • Group of people gathered at an event, with a woman in a pink shirt and glasses talking to an older woman with a gray ponytail, a woman in a tan blazer, and a man holding a phone. There is a large screen behind them displaying text about regulating post-prandial glycemia and preventing diabetes.
  • Book cover titled "Les 100 Start-Up où investir" published in 2025, featuring illustrations of five diverse people and blue dot patterns in the background.
  • Two-page magazine article about Hope Valley AI, a startup focused on digital cancer prevention and breast cancer screening. The left page features a woman with glasses and a blue patterned shirt, identified as Dr. Hakima Berdouz, CEO and founder of Hope Valley AI. Below her is a brief bio. The right page contains text, an image of a person clutching their stomach, an image of a smartphone showing the Hope Valley AI app, and an image of a medical device, the HOPE® self-check breast cancer screening device. The article discusses Hope Valley AI's origins, mission, strategic partnerships, development, and future steps.
  • Celebration poster for Women's Entrepreneurs Fair featuring Dr. Hakima Berdouz from La Rochelle, Nouvelle Aquitaine, with a portrait of her smiling, wearing glasses, a pink top, and a multicolored scarf, on a background with French national colors and logos.
  • A group of people, including an elderly woman with gray hair and glasses, and a younger man with glasses, are engaged in a conversation at an indoor event or conference. The background shows a pink booth and other attendees.
  • Group of people gathered around a woman in a pink shirt at an exhibition booth with pink and purple signage for Innovation Alliance Université Paris-Saclay.
  • A woman with blonde hair is at a booth, reaching into a white bag, surrounded by a crowd of people at a conference or trade show. Several attendees are watching her, and there are various banners and displays in the background.
  • Dr. Hakima BERDOUZ speaking on a television program, with text overlays about digital sovereignty and Europe's role in AI.
  • Dr. Hakima BERDOUZ speaking at a conference or event.
  • Four people are seated on high stools at an interview panel with headsets, in front of a seated audience at a conference. A large screen displays the conference topic and speakers' photos. The conference is about AI-driven quality and innovation in the medical device industry, and the setting is a modern exhibition space.
  • Hakima Berdouz in a pink jacket speaking into a microphone on stage at a conference with a large screen behind her displaying her name and title, and her image in a smaller inset.
  • Dr. Hakima BERDOUZ in a bright pink blazer speaking into a microphone at a conference or event.
  • Poster promoting HOPE Valley AI, a digital clinic for early breast cancer detection, with QR code and Paris-Saclay Spring logo.
  • Dr. Hakima BERDOUZ, wearing a pink blazer and holding a microphone, speaking at an event with a large screen behind her showing a black and white image of another woman.
  • A woman in a red blazer speaking on stage at a tech conference, with large screens displaying event information behind her, and audience members in the foreground.
  • A woman in a pink blazer and glasses is smiling and holding a blue microphone with the BFM logo. She is seated at a white table during a television interview. On the right, an older man in a dark suit is leaning forward, speaking into a matching blue microphone. A laptop and papers are on the table. A large flat-screen TV to the left displays the BFM Business program logo and schedule. In the background, there are shelves with books, a framed poster, and a large green plant.
  • A woman in a red blazer with a medal around her neck sits on a flight case on stage, smiling at another woman who is seated across from her in a green patterned blouse, during an event or conference with an audience and a large geodesic dome structure in the background.
  • Dr. Hakima BERDOUZ speaking into a blue microphone labeled 'Europe 1' during a radio interview, with a blue 'Europe 1' logo on a screen in the background.
  • Dr. Hakima BERDOUZ, wearing a bright pink blazer and black top, speaking at a press conference with microphones in front of her.
  • News broadcast screen with health statistics on breast cancer, highlighting 33 women die each day in France from breast cancer, featuring a woman in blue speaking at a microphone and a scientist examining a mammogram.
  • A woman in a pink blazer and black outfit standing in front of a large screen presenting a slide about health prevention and early detection, including images of a laptop and a smartphone displaying a health app.
  • A woman in a pink blazer giving a presentation on a stage with a large screen behind her. The screen displays a website related to health prevention and early detection, showing a computer and smartphone interface.
  • Hope Valley AI at BFM Business - 8 June 2024
  • Hope Valley AI at BFM Business - Morning Business - 8 June 2024
  • Hope Valley AI at Business Morning - 14 June 2024
  • HOPE at Viva Technology in Paris (May 2024)
  • Hope Valley AI at the French German Tech Lab x INRIA Startup Studio
  • Dr. Hakima BERDOUZ speaks during a televised interview or debate, with a background showing a person in a gray sweater and gloves holding a tablet.
  • Group of six people standing and clapping in front of a backdrop with the words 'France-German Tech Lab.' The group includes four men and two women, all wearing lanyards with badges.
  • Television news broadcast showing a discussion panel about attracting women to tech. Five women and one man are seated around a desk with microphones, in a studio with dark curtains and digital screens. The caption reads, 'Objective: Attirer les femmes dans la tech,' with news ticker and schedule information at the bottom.
  • Nuclear Innovation for HOPE
  • Group of nine people standing on a stage with three white podiums labeled i-PiLD, i-Lab, and i-Nov, in a conference hall with colorful lighting and large screen above.
  • Group of people standing on stage during an award ceremony at the France 2030 Innovation Competition, October 14, 2025, in a modern auditorium with a large projection screen displaying event details in French.
  • Information about Hope Valley AI, a medical technology company in Nouvelle-Aquitaine, France, focused on multimodal AI-assisted mammography imaging for early breast cancer detection. The page includes a map of France highlighting the region, contact details, and a detailed description of the company's mission, technology, and objectives.
  • Illustration of a woman in a pink bra, promoting breast cancer awareness. Includes messages about prevention, early detection, and regular checkups. Website link www.hopevalley.ai.
  • An informational graphic about breast cancer awareness featuring a woman in a purple bra, with text about prevention, early detection, and online check tools, emphasizing that 1 in 8 women will develop breast cancer in her lifetime.
  • Three people smiling at an award ceremony in front of a large screen with French text. The woman in the middle is holding a trophy. The screen displays the title 'Cérémonie de remise des prix du Concours d'Innovation de l'État' and the date '14 octobre 2025'.
  • Image featuring a woman with glasses and a pink dress, smiling, with a logo that says 'Forbes 50 Over 50 Women' and the name Hakima Berdouz.

Nous sommes fières d’être soutenues par

APPI France logo in black and yellow text.
Red background with white lowercase letters 'cea' and a white underline
Stylized text spelling 'Inizia' in red cursive font.
Logo with 'Inria' in red text and 'StartupStudio' in blue text.
The image shows a logo with the text "universite PARIS-SACLAY" in dark purple font on a black background.
Logo of SCAI Sorbonne Center for Artificial Intelligence, featuring a stylized blue 'S' with a building dome icon, with the words 'SCAI' in large blue letters and 'Sorbonne Center for Artificial Intelligence' in red underneath.
Logo of Centre d'Investigation Clinique de Tours (CIC Tours) with the text 'Centre d'Investigation Clinique de Tours Innovations Technologiques' in blue and teal
Logo of Assistance Publique Hôpitaux de Paris, featuring a stylized heart with a medical symbol inside it and text in blue.
Logo of the French-American Chamber of Commerce New England, featuring a circular emblem with a stylized 'C' and red and blue segments, accompanied by text.
Blue background with white text reading 'La Rochelle Université' and a white line below.
Logo for Ramsay Foundation General Health with a dark blue background and white and orange text.
Logo of La Ligue Confré le Cancer Charente-Maritime with blue, orange, and white colors.
Logo for ATOUTCANCER featuring three stylized human figures in purple, blue, and green, with arms raised. Below, the text reads 'ATOUTCANCER' and 'Ensemble contre tous les cancers'.
Logo of La Rochelle Technopole with text and a circular graphic element.
Logo for BIOLAB Hotel Dieu featuring a stylized DNA strand and modern font.
Logo with a hexagonal shape and the text 'FEMTECH FRANCE' inside.
Logo with a world map in gray, surrounded by red curved lines, featuring the words 'Technopoles', 'Export', and 'Start-Up'. The center highlights 'SIRENA' in red and 'START-UP' in black.
Logo of Université Paris-Saclay and Design Spot.
Prevent 2 Care logo with blue circle and white text, and French slogan 'L'innovation en prévention santé'.
Logo of ALLISNA, an organization related to health innovation in Nouvelle-Aquitaine, featuring stylized shapes and text.
DOLIAM logo with the tagline 'A World of Possibilities'
Vermon logo with the tagline 'world leader in Composite Piezoelectric Transducers'.
France Digitale logo with blue text and an orange and white geometric emblem in the middle.
European Union flag with 12 yellow stars in a circle on a blue background, with text stating 'Funded by European Union'.

… et de nombreux business angels, sponsors et partenaires.

The image features the logo of HBO MAX, a streaming service, with large blue letters and a red underline. There is an orange hexagon shape in the letter 'O'.

2025 Hope Valley AI. All rights reserved.