# 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  ·  73 signals  ·  checked 2026-08-01

[Full report with live links](https://showsitsworks.com/idea/an-analytics-dashboard-for-medical-clinics)

> **Little of this is specific to medical.** Under *Who is already building this*, only 1 of 5 sourced findings mention medical at all. The rest describe the product category. A crowded section is evidence the category is crowded, not that anyone is serving medical.

## Who is already building this

*From data*

- SurveyJS Dashboard renders survey data into charts and tables, and the npm package has 101,288 downloads per month. *(not about medical)*
  - [npm: survey-analytics](https://www.npmjs.com/package/survey-analytics) `registries` — 2026-07-28
- @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)*
  - [npm: @kong-ui-public/dashboard-renderer](https://www.npmjs.com/package/@kong-ui-public/dashboard-renderer) `registries` — 2026-07-31
- 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.
  - [npm: @aios-medical/bullmq-dashboard-api](https://www.npmjs.com/package/@aios-medical/bullmq-dashboard-api) `registries` — 2026-06-05
  - [npm: @aios-medical/bullmq-dashboard-express](https://www.npmjs.com/package/@aios-medical/bullmq-dashboard-express) `registries` — 2026-06-05
- Swasthify is a dead competitor: it has 48 stars, last pushed on 2023-06-14, and is stale. *(not about medical)*
  - [pranjay-poddar/Swasthify](https://github.com/pranjay-poddar/Swasthify) `github` — 2021-08-13
- 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)*
  - [leelibona/PulsePoint--Patient-Appointment-Records-System](https://github.com/leelibona/PulsePoint--Patient-Appointment-Records-System) `github` — 2026-03-14
  - [SoulHiro/doutor-agenda](https://github.com/SoulHiro/doutor-agenda) `github` — 2025-05-29
  - [OnlineUnknowns/clinic-management-platform](https://github.com/OnlineUnknowns/clinic-management-platform) `github` — 2026-05-10

## What people actually say

*From data*

- "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)*
  - [Show HN: Openpanel – An open-source alternative to Mixpanel](https://news.ycombinator.com/item?id=40439785) `intent` — 2024-05-22
- "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)*
  - [Visitor.js](https://news.ycombinator.com/item?id=3433492) `intent` — 2012-01-06
- "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)*
  - [Vocca AI – An AI Receptionist for clinics that handles inbound and outbound](https://news.ycombinator.com/item?id=41595193) `hackernews` — 2024-09-19
- "Request a KPI Dashboard" Context: repeated internal requests for medical-product dashboards on Domo.
  - [Analytics KPI dashboard request for BAM 2 - Medical Device Reordering Tool ](https://github.com/department-of-veterans-affairs/va.gov-team/issues/11069) `githubissues` — 2020-07-09
  - [Analytics KPI dashboard request for (Medical supplies)](https://github.com/department-of-veterans-affairs/va.gov-team/issues/90338) `githubissues` — 2024-08-08
  - [Analytics KPI dashboard request for Benefits & Memorials 2 - Medical Device Tool](https://github.com/department-of-veterans-affairs/va.gov-team/issues/11044) `githubissues` — 2020-07-08

## People asking to be sold to

*From data*

- "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.
  - [Show HN: Openpanel – An open-source alternative to Mixpanel](https://news.ycombinator.com/item?id=40439785) `intent` — 2024-05-22
- "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.
  - [Visitor.js](https://news.ycombinator.com/item?id=3433492) `intent` — 2012-01-06
- "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.
  - [Analytics KPI dashboard request for (Medical supplies)](https://github.com/department-of-veterans-affairs/va.gov-team/issues/90338) `githubissues` — 2024-08-08
- "Request a KPI Dashboard" Multiple tickets ask for standardized KPI dashboards or updates to existing ones, showing budgeted internal demand for reporting tools.
  - [Analytics New KPI dashboard request & KPI dashboard update request for (Medical supplies)](https://github.com/department-of-veterans-affairs/va.gov-team/issues/90423) `githubissues` — 2024-08-09
  - [Analytics KPI dashboard request for BAM 2 - Medical Device Reordering Tool ](https://github.com/department-of-veterans-affairs/va.gov-team/issues/11069) `githubissues` — 2020-07-09
  - [Analytics KPI dashboard request for Benefits & Memorials 2 - Medical Device Tool](https://github.com/department-of-veterans-affairs/va.gov-team/issues/11044) `githubissues` — 2020-07-08
- 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.
  - [Analytics New KPI dashboard request & KPI dashboard update request for (Medical supplies)](https://github.com/department-of-veterans-affairs/va.gov-team/issues/90423) `githubissues` — 2024-08-09
  - [Analytics KPI dashboard request for BAM 2 - Medical Device Reordering Tool ](https://github.com/department-of-veterans-affairs/va.gov-team/issues/11069) `githubissues` — 2020-07-09
  - [Analytics KPI dashboard request for (Medical supplies)](https://github.com/department-of-veterans-affairs/va.gov-team/issues/90338) `githubissues` — 2024-08-08
  - [Free vs. paid: Would Twitter be better if you paid for it?](https://news.ycombinator.com/item?id=4279161) `intent` — 2012-07-23
  - [Show HN: Openpanel – An open-source alternative to Mixpanel](https://news.ycombinator.com/item?id=40439785) `intent` — 2024-05-22
  - [Duck Duck Go Karma Widget](https://news.ycombinator.com/item?id=2191035) `intent` — 2011-02-07
  - [Visitor.js](https://news.ycombinator.com/item?id=3433492) `intent` — 2012-01-06

## Where the opening is

*Model estimate*

- 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.
  - [SoulHiro/doutor-agenda](https://github.com/SoulHiro/doutor-agenda) `github` — 2025-05-29
  - [Vocca AI – An AI Receptionist for clinics that handles inbound and outbound](https://news.ycombinator.com/item?id=41595193) `hackernews` — 2024-09-19
  - [Healthcare Analytics & Reporting | Data-Driven Decision Making | Stat](https://www.stat.io/illuminate-insights) `tavily`
  - [8 Healthcare Dashboard Examples and the Actions They Empower](https://arcadia.io/resources/healthcare-dashboard-examples) `tavily`
  - [OnlineUnknowns/clinic-management-platform](https://github.com/OnlineUnknowns/clinic-management-platform) `github` — 2026-05-10
  - [13 Healthcare Dashboards and KPIs | NetSuite](https://www.netsuite.com/portal/resource/articles/erp/healthcare-dashboards.shtml) `tavily`
- 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.
  - [npm: survey-analytics](https://www.npmjs.com/package/survey-analytics) `registries` — 2026-07-28
  - [npm: @kong-ui-public/dashboard-renderer](https://www.npmjs.com/package/@kong-ui-public/dashboard-renderer) `registries` — 2026-07-31
  - [leelibona/PulsePoint--Patient-Appointment-Records-System](https://github.com/leelibona/PulsePoint--Patient-Appointment-Records-System) `github` — 2026-03-14
  - [Thinal-Fernando/Healthcare-Analytics-Dashboard](https://github.com/Thinal-Fernando/Healthcare-Analytics-Dashboard) `github` — 2025-09-19
  - [Healthcare Analytics Dashboard - Power BI Template - Microsoft Fabric Community](https://community.fabric.microsoft.com/t5/Data-Stories-Gallery/Healthcare-Analytics-Dashboard-Power-BI-Template/m-p/4788148) `tavily`
  - [Healthcare Analytics & Reporting | Data-Driven Decision Making | Stat](https://www.stat.io/illuminate-insights) `tavily`
  - [8 Healthcare Dashboard Examples and the Actions They Empower](https://arcadia.io/resources/healthcare-dashboard-examples) `tavily`
- The data does not show a strong gap around interoperable clinic analytics that plugs into appointment systems, reception workflows, and reporting across multiple clinics.
  - [leelibona/PulsePoint--Patient-Appointment-Records-System](https://github.com/leelibona/PulsePoint--Patient-Appointment-Records-System) `github` — 2026-03-14
  - [Vocca AI – An AI Receptionist for clinics that handles inbound and outbound](https://news.ycombinator.com/item?id=41595193) `hackernews` — 2024-09-19
  - [imsalmanmalik/AI-Medical-Appointment-Triage-Voice-Agent](https://github.com/imsalmanmalik/AI-Medical-Appointment-Triage-Voice-Agent) `github` — 2025-01-03
  - [harishconti/heal-log](https://github.com/harishconti/heal-log) `github` — 2025-09-29
  - [OnlineUnknowns/clinic-management-platform](https://github.com/OnlineUnknowns/clinic-management-platform) `github` — 2026-05-10

## How big the market might be

*Model estimate*

- 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.
  - [pranjay-poddar/Swasthify](https://github.com/pranjay-poddar/Swasthify) `github` — 2021-08-13
  - [leelibona/PulsePoint--Patient-Appointment-Records-System](https://github.com/leelibona/PulsePoint--Patient-Appointment-Records-System) `github` — 2026-03-14
  - [SoulHiro/doutor-agenda](https://github.com/SoulHiro/doutor-agenda) `github` — 2025-05-29
  - [Thinal-Fernando/Healthcare-Analytics-Dashboard](https://github.com/Thinal-Fernando/Healthcare-Analytics-Dashboard) `github` — 2025-09-19
  - [OnlineUnknowns/clinic-management-platform](https://github.com/OnlineUnknowns/clinic-management-platform) `github` — 2026-05-10
- 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.
  - [npm: @kong-ui-public/dashboard-renderer](https://www.npmjs.com/package/@kong-ui-public/dashboard-renderer) `registries` — 2026-07-31
  - [npm: survey-analytics](https://www.npmjs.com/package/survey-analytics) `registries` — 2026-07-28
- There were 4 first-hand complaints and 5 stated wants, spread across GitHub issues, intent signals, and HN-style comments.
  - [Analytics New KPI dashboard request & KPI dashboard update request for (Medical supplies)](https://github.com/department-of-veterans-affairs/va.gov-team/issues/90423) `githubissues` — 2024-08-09
  - [Analytics KPI dashboard request for BAM 2 - Medical Device Reordering Tool ](https://github.com/department-of-veterans-affairs/va.gov-team/issues/11069) `githubissues` — 2020-07-09
  - [Analytics KPI dashboard request for (Medical supplies)](https://github.com/department-of-veterans-affairs/va.gov-team/issues/90338) `githubissues` — 2024-08-08
  - [Analytics KPI dashboard request for Benefits & Memorials 2 - Medical Device Tool](https://github.com/department-of-veterans-affairs/va.gov-team/issues/11044) `githubissues` — 2020-07-08
  - [Free vs. paid: Would Twitter be better if you paid for it?](https://news.ycombinator.com/item?id=4279161) `intent` — 2012-07-23
  - [Show HN: Openpanel – An open-source alternative to Mixpanel](https://news.ycombinator.com/item?id=40439785) `intent` — 2024-05-22
  - [Duck Duck Go Karma Widget](https://news.ycombinator.com/item?id=2191035) `intent` — 2011-02-07
  - [Visitor.js](https://news.ycombinator.com/item?id=3433492) `intent` — 2012-01-06
- At least 4 communities or surfaces showed discussion: GitHub issues, Hacker News, intent posts, and package registries, plus supporting search articles.
  - [Analytics New KPI dashboard request & KPI dashboard update request for (Medical supplies)](https://github.com/department-of-veterans-affairs/va.gov-team/issues/90423) `githubissues` — 2024-08-09
  - [Analytics KPI dashboard request for BAM 2 - Medical Device Reordering Tool ](https://github.com/department-of-veterans-affairs/va.gov-team/issues/11069) `githubissues` — 2020-07-09
  - [Analytics KPI dashboard request for (Medical supplies)](https://github.com/department-of-veterans-affairs/va.gov-team/issues/90338) `githubissues` — 2024-08-08
  - [Vocca AI – An AI Receptionist for clinics that handles inbound and outbound](https://news.ycombinator.com/item?id=41595193) `hackernews` — 2024-09-19
  - [Free vs. paid: Would Twitter be better if you paid for it?](https://news.ycombinator.com/item?id=4279161) `intent` — 2012-07-23
  - [Show HN: Openpanel – An open-source alternative to Mixpanel](https://news.ycombinator.com/item?id=40439785) `intent` — 2024-05-22
  - [Duck Duck Go Karma Widget](https://news.ycombinator.com/item?id=2191035) `intent` — 2011-02-07
  - [Visitor.js](https://news.ycombinator.com/item?id=3433492) `intent` — 2012-01-06

## What could go wrong

*Model estimate*

- 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.
  - [leelibona/PulsePoint--Patient-Appointment-Records-System](https://github.com/leelibona/PulsePoint--Patient-Appointment-Records-System) `github` — 2026-03-14
  - [SoulHiro/doutor-agenda](https://github.com/SoulHiro/doutor-agenda) `github` — 2025-05-29
  - [malyzkhan/Medical-EnterpriseResourcePlanning](https://github.com/malyzkhan/Medical-EnterpriseResourcePlanning) `github` — 2025-01-11
  - [Thinal-Fernando/Healthcare-Analytics-Dashboard](https://github.com/Thinal-Fernando/Healthcare-Analytics-Dashboard) `github` — 2025-09-19
  - [Healthcare Analytics Dashboard - Power BI Template - Microsoft Fabric Community](https://community.fabric.microsoft.com/t5/Data-Stories-Gallery/Healthcare-Analytics-Dashboard-Power-BI-Template/m-p/4788148) `tavily`
  - [Healthcare Analytics & Reporting | Data-Driven Decision Making | Stat](https://www.stat.io/illuminate-insights) `tavily`
  - [8 Healthcare Dashboard Examples and the Actions They Empower](https://arcadia.io/resources/healthcare-dashboard-examples) `tavily`
  - [OnlineUnknowns/clinic-management-platform](https://github.com/OnlineUnknowns/clinic-management-platform) `github` — 2026-05-10
  - [13 Healthcare Dashboards and KPIs | NetSuite](https://www.netsuite.com/portal/resource/articles/erp/healthcare-dashboards.shtml) `tavily`
- 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.
  - [Vocca AI – An AI Receptionist for clinics that handles inbound and outbound](https://news.ycombinator.com/item?id=41595193) `hackernews` — 2024-09-19
  - [harishconti/heal-log](https://github.com/harishconti/heal-log) `github` — 2025-09-29
  - [OnlineUnknowns/clinic-management-platform](https://github.com/OnlineUnknowns/clinic-management-platform) `github` — 2026-05-10
  - [Dashboards in Health Care Settings: Protocol for a Scoping Review - PMC](https://pmc.ncbi.nlm.nih.gov/articles/PMC8928055) `tavily`
- 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.
  - [Analytics KPI dashboard request for (Medical supplies)](https://github.com/department-of-veterans-affairs/va.gov-team/issues/90338) `githubissues` — 2024-08-08
  - [Free vs. paid: Would Twitter be better if you paid for it?](https://news.ycombinator.com/item?id=4279161) `intent` — 2012-07-23
  - [Show HN: Openpanel – An open-source alternative to Mixpanel](https://news.ycombinator.com/item?id=40439785) `intent` — 2024-05-22
  - [Visitor.js](https://news.ycombinator.com/item?id=3433492) `intent` — 2012-01-06

## What to do this week

*Model estimate*

- 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.
  - [Vocca AI – An AI Receptionist for clinics that handles inbound and outbound](https://news.ycombinator.com/item?id=41595193) `hackernews` — 2024-09-19
  - [Healthcare Analytics & Reporting | Data-Driven Decision Making | Stat](https://www.stat.io/illuminate-insights) `tavily`
  - [8 Healthcare Dashboard Examples and the Actions They Empower](https://arcadia.io/resources/healthcare-dashboard-examples) `tavily`
  - [13 Healthcare Dashboards and KPIs | NetSuite](https://www.netsuite.com/portal/resource/articles/erp/healthcare-dashboards.shtml) `tavily`
- 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.
  - [leelibona/PulsePoint--Patient-Appointment-Records-System](https://github.com/leelibona/PulsePoint--Patient-Appointment-Records-System) `github` — 2026-03-14
  - [imsalmanmalik/AI-Medical-Appointment-Triage-Voice-Agent](https://github.com/imsalmanmalik/AI-Medical-Appointment-Triage-Voice-Agent) `github` — 2025-01-03
  - [harishconti/heal-log](https://github.com/harishconti/heal-log) `github` — 2025-09-29
  - [OnlineUnknowns/clinic-management-platform](https://github.com/OnlineUnknowns/clinic-management-platform) `github` — 2026-05-10
- 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.
  - [Vocca AI – An AI Receptionist for clinics that handles inbound and outbound](https://news.ycombinator.com/item?id=41595193) `hackernews` — 2024-09-19
  - [harishconti/heal-log](https://github.com/harishconti/heal-log) `github` — 2025-09-29
  - [OnlineUnknowns/clinic-management-platform](https://github.com/OnlineUnknowns/clinic-management-platform) `github` — 2026-05-10
- Do not position it as 'another dashboard'; position it as a clinic operations layer with concrete metrics and exports for managers.
  - [Vocca AI – An AI Receptionist for clinics that handles inbound and outbound](https://news.ycombinator.com/item?id=41595193) `hackernews` — 2024-09-19
  - [Healthcare Analytics & Reporting | Data-Driven Decision Making | Stat](https://www.stat.io/illuminate-insights) `tavily`
  - [8 Healthcare Dashboard Examples and the Actions They Empower](https://arcadia.io/resources/healthcare-dashboard-examples) `tavily`
  - [13 Healthcare Dashboards and KPIs | NetSuite](https://www.netsuite.com/portal/resource/articles/erp/healthcare-dashboards.shtml) `tavily`

## Competitor strength

| Project | Stars | Downloads/mo | Activity |
|---|---:|---:|---|
| [pranjay-poddar/Swasthify](https://github.com/pranjay-poddar/Swasthify) | 48 | — | dead |
| [npm: @kong-ui-public/dashboard-renderer](https://www.npmjs.com/package/@kong-ui-public/dashboard-renderer) | — | 150,647 | unknown |
| [npm: survey-analytics](https://www.npmjs.com/package/survey-analytics) | — | 101,288 | unknown |
| [npm: @aios-medical/bullmq-dashboard-api](https://www.npmjs.com/package/@aios-medical/bullmq-dashboard-api) | — | 8,347 | unknown |
| [npm: @aios-medical/bullmq-dashboard-express](https://www.npmjs.com/package/@aios-medical/bullmq-dashboard-express) | — | 7,936 | unknown |

## Domain names

- `healthcaredashboard.com` — taken
- `healthcaredashboard.io` — available
- `healthcare.com` — taken
- `gethealthcare.com` — taken

---

Sources searched: hackernews (10), github (20), githubissues (4), discourse (none), intent (5), stackexchange (1), registries (14), tavily (9), devto (10)

Generated by Shows Its Work — https://showsitsworks.com/idea/an-analytics-dashboard-for-medical-clinics
Findings link to their sources. Estimates are marked as estimates.