Idea checked
an analytics dashboard for medical clinics
There is demand for healthcare analytics dashboards, but the market is already crowded with generic tools and clinic software that include dashboards.
Confidence: high — This search surfaced 5 named projects, 4 first-hand complaints, 5 stated wants, and one unsolved question, plus multiple live package and repo examples with concrete usage numbers.
- hackernews 10
- github 20
- githubissues 4
- discourse nothing found
- intent 5
- stackexchange 1
- registries 14
- tavily 9
- devto 10
1 source came back empty — what that means
- discourse searched, nothing relevant found
Treat the report as weaker where a source is missing. Nothing here was substituted from somewhere else to fill the gap.
Interest over time From data
Hacker News stories mentioning healthcare dashboard analytics (topic read as “healthcare analytics dashboard”), by year — 4 in total, currently rising.
- 2021
- 2022
- 2023
- 2024
- 2025
- 2026
This counts discussion on Hacker News, not global search demand. For developer tooling the two move together; for a local service business they do not.
Who is already building this From data
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SurveyJS Dashboard renders survey data into charts and tables, and the npm package has 101,288 downloads per month. not about medical
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@kong-ui-public/dashboard-renderer renders analytics charts from a JSON definition and has 150,647 downloads per month, the largest package seen in this search. not about medical
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The aios-medical BullMQ dashboard packages are live usage signals, with @aios-medical/bullmq-dashboard-api at 8,347 downloads per month and @aios-medical/bullmq-dashboard-express at 7,936 downloads per month.
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Swasthify is a dead competitor: it has 48 stars, last pushed on 2023-06-14, and is stale. not about medical
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Several clinic and healthcare repos already ship analytics dashboards, including PulsePoint--Patient-Appointment-Records-System with 17 stars and a last push on 2026-05-31, doutor-agenda with 6 stars and a last push on 2025-09-19, and clinic-management-platform with 2 stars and a last push on 2026-07-06. not about medical
What people actually say From data
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"I’m looking for a tool like this." Context: a founder describing why they wanted an analytics product after using Mixpanel and running into cost and setup pain. not about medical
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"honestly I would pay for such a service if it comes with a nice little dashboard and some decent stats" Context: a user saying they would pay for a lightweight stats dashboard. not about medical
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"We are live with tens of clinics" Context: a clinic-facing AI receptionist product claiming real deployment and live analytics in clinic operations. not about medical
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"Request a KPI Dashboard" Context: repeated internal requests for medical-product dashboards on Domo.
People asking to be sold to From data
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"I’m looking for a tool like this." This is a direct purchase-intent style signal, with the person explicitly seeking an alternative after pricing pain.
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"honestly I would pay for such a service if it comes with a nice little dashboard and some decent stats" This is explicit willingness to pay for dashboard-style analytics.
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"Please let me know if there's any other information you need." The medical supplies dashboard requests show internal demand for custom dashboards, even if they are not clinic analytics specifically.
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"Request a KPI Dashboard" Multiple tickets ask for standardized KPI dashboards or updates to existing ones, showing budgeted internal demand for reporting tools.
- githubissues Analytics New KPI dashboard request & KPI dashboard update request for [Medical supplies] 2024-08-09
- githubissues Analytics KPI dashboard request for BAM 2 - Medical Device Reordering Tool 2020-07-09
- githubissues Analytics KPI dashboard request for Benefits & Memorials 2 - Medical Device Tool 2020-07-08
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No clear clinic-specific buyer quote was found for an external SaaS analytics dashboard; the wants found are mostly generic analytics or internal KPI requests.
- githubissues Analytics New KPI dashboard request & KPI dashboard update request for [Medical supplies] 2024-08-09
- githubissues Analytics KPI dashboard request for BAM 2 - Medical Device Reordering Tool 2020-07-09
- githubissues Analytics KPI dashboard request for [Medical supplies] 2024-08-08
- intent Free vs. paid: Would Twitter be better if you paid for it? 2012-07-23
- intent Show HN: Openpanel – An open-source alternative to Mixpanel 2024-05-22
- intent Duck Duck Go Karma Widget 2011-02-07
- intent Visitor.js 2012-01-06
Where the opening is Model estimate
The model's read of the signals below — not something anyone measured.
-
The search does not show a product that is clearly focused on clinic analytics only, with clinic workflows, patient operations, and business KPIs in one place.
- github SoulHiro/doutor-agenda 2025-05-29
- hackernews Vocca AI – An AI Receptionist for clinics that handles inbound and outbound 2024-09-19
- tavily Healthcare Analytics & Reporting | Data-Driven Decision Making | Stat
- tavily 8 Healthcare Dashboard Examples and the Actions They Empower
- github OnlineUnknowns/clinic-management-platform 2026-05-10
- tavily 13 Healthcare Dashboards and KPIs | NetSuite
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Most existing projects are either generic dashboard renderers, healthcare apps with a dashboard added on, or templates/examples, not a dedicated analytics layer for clinic operators.
- registries npm: survey-analytics 2026-07-28
- registries npm: @kong-ui-public/dashboard-renderer 2026-07-31
- github leelibona/PulsePoint--Patient-Appointment-Records-System 2026-03-14
- github Thinal-Fernando/Healthcare-Analytics-Dashboard 2025-09-19
- tavily Healthcare Analytics Dashboard - Power BI Template - Microsoft Fabric Community
- tavily Healthcare Analytics & Reporting | Data-Driven Decision Making | Stat
- tavily 8 Healthcare Dashboard Examples and the Actions They Empower
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The data does not show a strong gap around interoperable clinic analytics that plugs into appointment systems, reception workflows, and reporting across multiple clinics.
- github leelibona/PulsePoint--Patient-Appointment-Records-System 2026-03-14
- hackernews Vocca AI – An AI Receptionist for clinics that handles inbound and outbound 2024-09-19
- github imsalmanmalik/AI-Medical-Appointment-Triage-Voice-Agent 2025-01-03
- github harishconti/heal-log 2025-09-29
- github OnlineUnknowns/clinic-management-platform 2026-05-10
How big the market might be Model estimate
The model's read of the signals below — not something anyone measured.
-
This search found 5 named projects, with 1 dead competitor and 4 whose activity is unknown, so the competitive field is present but not deeply documented here.
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The largest monthly package usage seen was 150,647 downloads for @kong-ui-public/dashboard-renderer, with another large package at 101,288 downloads for survey-analytics.
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There were 4 first-hand complaints and 5 stated wants, spread across GitHub issues, intent signals, and HN-style comments.
- githubissues Analytics New KPI dashboard request & KPI dashboard update request for [Medical supplies] 2024-08-09
- githubissues Analytics KPI dashboard request for BAM 2 - Medical Device Reordering Tool 2020-07-09
- githubissues Analytics KPI dashboard request for [Medical supplies] 2024-08-08
- githubissues Analytics KPI dashboard request for Benefits & Memorials 2 - Medical Device Tool 2020-07-08
- intent Free vs. paid: Would Twitter be better if you paid for it? 2012-07-23
- intent Show HN: Openpanel – An open-source alternative to Mixpanel 2024-05-22
- intent Duck Duck Go Karma Widget 2011-02-07
- intent Visitor.js 2012-01-06
-
At least 4 communities or surfaces showed discussion: GitHub issues, Hacker News, intent posts, and package registries, plus supporting search articles.
- githubissues Analytics New KPI dashboard request & KPI dashboard update request for [Medical supplies] 2024-08-09
- githubissues Analytics KPI dashboard request for BAM 2 - Medical Device Reordering Tool 2020-07-09
- githubissues Analytics KPI dashboard request for [Medical supplies] 2024-08-08
- hackernews Vocca AI – An AI Receptionist for clinics that handles inbound and outbound 2024-09-19
- intent Free vs. paid: Would Twitter be better if you paid for it? 2012-07-23
- intent Show HN: Openpanel – An open-source alternative to Mixpanel 2024-05-22
- intent Duck Duck Go Karma Widget 2011-02-07
- intent Visitor.js 2012-01-06
What could go wrong Model estimate
The model's read of the signals below — not something anyone measured.
-
This is a crowded adjacent space: there are already healthcare dashboards, dashboard templates, and medical apps that include analytics, so a generic product will be hard to differentiate.
- github leelibona/PulsePoint--Patient-Appointment-Records-System 2026-03-14
- github SoulHiro/doutor-agenda 2025-05-29
- github malyzkhan/Medical-EnterpriseResourcePlanning 2025-01-11
- github Thinal-Fernando/Healthcare-Analytics-Dashboard 2025-09-19
- tavily Healthcare Analytics Dashboard - Power BI Template - Microsoft Fabric Community
- tavily Healthcare Analytics & Reporting | Data-Driven Decision Making | Stat
- tavily 8 Healthcare Dashboard Examples and the Actions They Empower
- github OnlineUnknowns/clinic-management-platform 2026-05-10
- tavily 13 Healthcare Dashboards and KPIs | NetSuite
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Buying may be slow because clinic dashboards touch operations and possibly regulated patient data, so trust, integrations, and security will matter more than UI polish.
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The strongest demand signals are not from clinic operators specifically, so there is a risk of solving a generic analytics problem instead of a clinic-specific one.
What to do this week Model estimate
The model's read of the signals below — not something anyone measured.
-
Start with one narrow clinic use case, such as appointment flow, wait times, room utilization, or reception workload, because those are the clearest clinic KPI themes in the signals.
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Build around one integration path first, not a generic dashboard builder: connect to a clinic system, surface a few KPIs, and make alerts or drill-downs the main value.
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Validate with clinics that already have a receptionist or practice-management product, since live clinic usage was mentioned in the HN signal and practice systems already expose dashboards.
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Do not position it as 'another dashboard'; position it as a clinic operations layer with concrete metrics and exports for managers.
Competitor strength From data
Counted, not judged. Only projects that expose a hard number — stars, downloads, last commit — appear here, so they stop looking identical to each other. Products with no public metrics are discussed above instead of being given a row they cannot fill.
| Project | Stars | Downloads / mo | Activity |
|---|---|---|---|
| pranjay-poddar/Swasthify | 48 | — | Dead 2023-06-14 |
| npm: @kong-ui-public/dashboard-renderer npm | — | 150,647 | — |
| npm: survey-analytics npm | — | 101,288 | — |
| npm: @aios-medical/bullmq-dashboard-api npm | — | 8,347 | — |
| npm: @aios-medical/bullmq-dashboard-express npm | — | 7,936 | — |
- 1 open source
- 4 package
- 1 dead
- 4 first-hand complaints
- 5 stated wants
Domain names From data
Checked live against the registry, built from the subject of the idea rather than the first words of the sentence. A literal check is a fact; a brandable suggestion would be noise.
- healthcaredashboard.com taken
- healthcaredashboard.io available
- healthcare.com taken
- gethealthcare.com taken
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