In its offer for US health systems , Tucuvi presents pricing per successful interaction with annual volume commitments. That commercial unit requires a precise definition of the purchased result. An answered call, a completed protocol and a resolved alert are different activities, although all may form part of one patient’s follow-up.
The company markets LOLA and Tucuvi Health Manager as a combination of phone conversations, configurable plans and alert management for professionals. The growth opportunity lies in selling a verifiable care pathway. Savings are not demonstrated by multiplying calls by the minutes they previously took: exceptions, review and the care activated afterwards also count.
Reaching people by phone does not remove the decision to participate
Channel choice matters before automation is discussed. Requiring an application or portal can add a step that some patients do not use. A phone call avoids that particular requirement without automatically turning every eligible person into a participant.
Daily internet use falls in older age groups
Spain, 2024. Percentage of people in each group who used the internet on the previous day. Four selected age groups from the EGM.
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The original technical sheet reports 29,766 interviews with people aged 14 or above in households in mainland Spain, the Balearic Islands and the Canary Islands; 23,153 face-to-face and 6,613 online. Daily use is not digital skill, access to a phone or acceptance of clinical follow-up. It does not describe Tucuvi patients.
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| Category | Daily internet use |
|---|---|
| 45–54 | 96.2% |
| 55–64 | 91.4% |
| 65–74 | 80.1% |
| 75+ | 50.6% |
AIMC’s 2024 EGM reported daily internet use of 96.2% among people aged 45–54, compared with 80.1% at 65–74 and 50.6% at 75 or above. These are general-population groups rather than Tucuvi patients, and the measure refers to the previous day. It can challenge an exclusively digital entry point without attributing technological inability to an older person.
An observational study at Virgen Macarena University Hospital examined acceptance of a phone-based LOLA program before implementation. Between October 2023 and November 2024, 82 patients with COPD and frequent exacerbations were invited: 59.8% accepted and 40.2% declined. Only a mobile or landline was required. Comparative analysis included 47 participants and 31 nonparticipants after four incomplete interviews were excluded. The sample was small and selected; AstraZeneca funded the subsequent program. This was not an AI efficacy trial.
For a commercial proposal, keeping these stages separate avoids a denominator error. Acceptance is calculated across invited people; protocol completion requires another base; the clinical response to an alert needs its own follow-up. A high rate at one stage does not establish how many people were excluded at the preceding stage.
The interaction ends when the next responsible person can act
Tucuvi’s technical description includes configurable protocols, structured information and alerts to the care team. Its quality page describes human review of anomalies. These are provider-stated capabilities: their usefulness in a contract depends on the particular configuration and the health organization’s ability to respond.
A hospital needs to define who accepts the program, which situations require intervention, which team receives each alert and how closure is recorded. These are implementation and purchasing decisions, rather than medical instructions for patients. The provider can facilitate the flow; clinical decisions still require identifiable responsibilities.
Hospital nursing employment grew without measuring follow-up workload
Spain, nurses and midwives employed in hospitals, in thousands of people. Five selected years from the OECD series published by Statista.
thousand people
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Headcount rather than full-time equivalents or hours available for calls. Statista figures are expressed in thousands to two decimal places; growth is cross-checked against the OECD’s Figure 8.18 index. It does not measure staff shortages, productivity or Tucuvi results.
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| Category | Employed nurses and midwives |
|---|---|
| 2019 | 169.95 thousand people |
| 2020 | 182.53 thousand people |
| 2021 | 190.02 thousand people |
| 2022 | 189.95 thousand people |
| 2023 | 192.87 thousand people |
The OECD hospital employment series limits an explanation based solely on scarcity. In Spain, nurses and midwives employed in hospitals increased from 169,950 in 2019 to 192,870 in 2023. Headcount grew; the series does not establish time spent on follow-up, shift coverage or the needs of a particular service.
An implementation’s economic argument must address that specific work. It can compare the previous and new process for the same population and period: contact attempts, completed protocols, professional review minutes, incidents and outstanding tasks. An automated call that requires information to be reworked is not equivalent to a resolved activity.
Pricing per successful interaction in the US offer makes that definition particularly important. The agreement should clarify what validates commercial success, how retries and abandonment are treated and which obligations sit outside the price. A change in admissions or emergency visits needs its own evaluation rather than being inferred from the percentage of completed calls.
A purchasing channel can open an account; evidence must sustain it
On October 15, 2026, Tucuvi announced it was joining Microsoft’s Pegasus program . The company presents it as a way to reach more healthcare organizations and facilitate purchasing through Microsoft Marketplace. Tucuvi Health Manager’s presence in that catalog has been checked; it does not itself demonstrate a hospital purchase or approval of a clinical use.
The Microsoft Marketplace listing describes protocol-driven plans, prioritization and escalation. That channel can facilitate the procurement conversation while each organization must still specify the pathway it will introduce, the required integration and how results will be assessed. Commercial expansion and service validation are related decisions with different evidence.
A bounded initial program can explain that distinction to a buyer. It can preserve the record of who was invited, who accepted, what was completed and what review was required, alongside the total cost of the work. Expanding it to another unit would then have an identifiable basis rather than transferring an engagement rate from one population to every other.
Tucuvi’s most defensible promise is follow-up that reaches its next action with usable information and assigned responsibility. That continuity connects price, the organization’s workload and the patient’s experience. Account growth is justified when the hospital can verify that pathway as well as hear a convincing conversation.
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Marian Vasile
Marian Vasile is a MarTech and growth professional. His work spans product marketing, SEO, paid advertising and deep online tracking, including behavioral analytics and attribution.
