{"id":11722,"date":"2026-09-18T10:52:30","date_gmt":"2026-09-18T08:52:30","guid":{"rendered":"https:\/\/www.telegrafik.fr\/?p=11722"},"modified":"2026-09-18T10:51:22","modified_gmt":"2026-09-18T08:51:22","slug":"crt-technologies-ai-home-care","status":"publish","type":"post","link":"https:\/\/www.telegrafik.fr\/en\/crt-technologies-ai-home-care\/","title":{"rendered":"CRT: How Are New Technologies and AI Helping to Better Identify At-Risk Situations?\u00a0"},"content":{"rendered":"\t\t
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Some occur suddenly and may require a rapid response: a fall, respiratory distress, or an unusual event. Others set in gradually: a person goes out less, their sleep patterns change, or their activity at home evolves over the weeks.\u00a0<\/span><\/p>

The technologies used for reinforced home care are evolving today to address both of these timeframes: <\/span>better detecting certain events as they occur and making long-term evolutions more visible<\/b>.\u00a0<\/span><\/p>

AI-powered sound environment analysis, lifestyle visualization, and tracking of alerts and weak signals: how can these new possibilities help care managers and CRT coordinators better understand the situations they oversee? <\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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Expanding Detection and Observation Capabilities\u00a0<\/b><\/h2>

Telecare solutions already provide CRT teams with complementary information on what happens between two interventions: home activity, sleep, outings, or the detection of specific events.\u00a0<\/span><\/p>

Today, new technologies allow us to go further, enriching both the types of <\/span>events that can be detected<\/b> and the <\/span>way evolutions are observed over time<\/b>.\u00a0<\/span><\/p>

The challenge is not to multiply the available data, but to diversify useful information and make it easier for professionals to interpret.\u00a0<\/span><\/p>

It is with this in mind that Telegrafik is enhancing its solutions with new detection and analysis capabilities.\u00a0<\/span><\/p>

Sound Analysis to Identify New At-Risk Situations\u00a0<\/b><\/h2>

Sound is a complementary source of information for identifying certain events occurring in the home.\u00a0<\/span><\/p>

Telegrafik is therefore working to deploy AI-based sound environment analysis technologies for its users.\u00a0<\/span><\/p>

This technology can notably identify events such as <\/span>choking, respiratory distress, vomiting, abnormal noises, or certain sounds associated with a fall<\/b>.\u00a0<\/span><\/p>

Its value lies particularly in its ability to detect certain situations without requiring any voluntary action from the beneficiary. It thus complements the other security and telecare <\/span>devices available.\u00a0<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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For CRT teams, this new source of information expands the range of situations that can be spotted when they occur at home.<\/span><\/p>

Sound analysis thus illustrates new potential uses of artificial intelligence in elderly care. It complements <\/span>the AI applications already used<\/span><\/a> to analyze data from telecare devices and highlight information that requires professional attention.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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Advanced Charts to Make Long-Term Evolutions Visible\u00a0<\/b><\/h2>

Alongside events that need to be detected the moment they occur, other changes only make sense when observed over a longer period.\u00a0<\/span><\/p>

A person may gradually go out less often, spend more time in bed, or experience changes in their sleep rhythm. Taken in isolation, these changes do not necessarily lead to a conclusion. However, their repetition or establishment over time can provide useful information for care teams.\u00a0<\/span><\/p>

Telegrafik is therefore also enriching its platform with new charts allowing professionals to <\/span>visualize the evolution of lifestyle habits over several weeks or months<\/b>.\u00a0<\/span><\/p>

Teams can specifically track time spent in bed and its distribution between day and night. Sleep-related data also makes it possible to visualize the different phases: deep sleep, REM sleep, light sleep, and awake periods, as well as their evolution over time.\u00a0<\/span><\/p>

The same logic applies to daily activity. Professionals can observe <\/span>the time spent in different rooms of the house, time spent outside, or doorways crossed<\/b>, and track their evolution over the selected period.\u00a0<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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Examples of visualizing a beneficiary’s sleep and activity evolution over several weeks on the Telegrafik platform.\u00a0<\/span><\/i><\/p>

The goal is not to add an extra piece of data to a given day, but to allow professionals <\/span>to step back and more easily visualize a trend<\/b>.\u00a0<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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Bridging Alerts and Weak Signals to Better Understand a Situation\u00a0<\/b><\/h2>

This longitudinal view takes on another dimension when different pieces of information can be cross-referenced.\u00a0<\/span><\/p>

The new monitoring screens make it possible to visualize, over the same period, <\/span>immediate alerts <\/b>\u2014 activity anomalies, getting out of bed, pressing the emergency pendant, or fall detections \u2014 alongside various <\/span>weak signals<\/b>, such as a drop in activity or outings, sleep disturbances, a decrease in time spent outside the bedroom, or certain changes in habits.\u00a0<\/span><\/p>

Events that required an intervention can also be identified.\u00a0<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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Long-term tracking of alerts and weak signals detected for a beneficiary.\u00a0<\/span><\/i><\/p>

For a care manager or a CRT coordinator, this perspective helps place an event into a broader context.\u00a0<\/span><\/p>

A decrease in outings, for example, does not necessarily mean something when observed occasionally. But if it persists over time and is accompanied by a change in sleep or home activity, <\/span>combining this information might prompt the professional to look at the situation more closely<\/b>.\u00a0<\/span><\/p>

We thus move from a succession of isolated data points to a more comprehensive view of the beneficiary’s evolution.\u00a0<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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Technology Makes it Visible, Professionals Give it Meaning\u00a0<\/b><\/h2>

A change in sleep, a decrease in outings, or a sound event can have multiple explanations.\u00a0<\/span><\/p>

This information makes sense when cross-referenced with what the teams already know about the beneficiary: their general health, level of autonomy, environment, observations made at home, reports from other caregivers, or conversations with family members.\u00a0<\/span><\/p>

Technology can detect, objectify, and make things visible. The professional remains the one who gives meaning to the information and decides on the next steps.\u00a0<\/b><\/p>

For CRTs, these new technologies offer two complementary possibilities: <\/span>expanding the range of detectable situations and better understanding long-term evolutions<\/b>.\u00a0<\/span><\/p>

It is with this mindset that <\/span>Telegrafik continues to evolve its solutions<\/b><\/a> : not to multiply data or equipment, but to provide CRT teams with more easily actionable information in caring for their beneficiaries.\u00a0<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"

For the teams at a Territorial Resource Center (CRT), not all situations requiring attention manifest in the same way. <\/p>\n","protected":false},"author":7,"featured_media":11770,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[32,12,51,29,76,77],"tags":[118,141,142,119,120,121,123,80,101,81],"class_list":["post-11722","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ageingwell-crt","category-all-articles","category-artificial-intelligence-ai","category-care-en","category-domicile-crt-en","category-tout-en","tag-artificial-intelligence-ai","tag-care-management","tag-health-management","tag-home-care","tag-regional-resource-centers-crt","tag-remote-monitoring","tag-silver-economy","tag-techcare-en","tag-technology-of-care","tag-telegrafik-en-en"],"yoast_head":"\nCRT technologies: AI and home care prevention | Telegrafik<\/title>\n<meta name=\"description\" content=\"How do new CRT technologies and AI optimize home care? 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