Health Workforce Planning Software and HHR Modelling Tools: What Exists in 2026

Search for health workforce planning software and you will get lists of workforce management software: scheduling, time and attendance, credentialing, staffing marketplaces. Search for HHR modelling tools and you will get generic HR software directories. Neither result answers the question a planning lead in a health authority is actually asking, which is: what can I use to work out how many people, of which professions, in which units, we will need and have over the next several years, and keep that answer current?

This page is our attempt at an honest map. We build one of the tools on it, which is declared where it appears. The rest are described as their vendors describe them, with sources at the end. Corrections are welcome at info@senzohq.com.

What is health workforce planning software?

A health system asks three workforce questions on three horizons. This shift and this pay period: who is on, who is off, what did it cost. This year: which units are under pressure, where vacancy, overtime and absence are concentrating, what to do about it. The next one to ten years: how supply and demand for each profession will move, and what gap opens if nothing changes.

Workforce management software answers the first question and is a mature, crowded market. Workforce planning answers the third and has almost never been productised for health systems; it is done as a study. The second question, the one that connects them, is usually nobody’s job. That is the gap this landscape is organised around.

Three categories, and one gap

Category A: operational workforce tools with analytics attached. Built for the shift and the pay period. Buyer is finance, nursing operations or HR operations. Excellent at what they do; none of them starts from the planning cycle.

Category B: workforce planning delivered as a model or an engagement. Built for the multi-year question. Delivered as a consultant’s model, a generic enterprise planning platform configured for the purpose, or a benchmarking service. Refreshed rarely, usually by re-hiring the people who built it.

Category C: public-sector and open tools. National and provincial supply models, published planning frameworks, and the spreadsheet or dashboard an analyst built. Free or already owned, profession-specific, and dependent on the one person who maintains them.

The gap: a tool at the planning grain (unit and provider type) that refreshes at the operational cadence (as extracts arrive) and feeds a multi-year forecast from the same data. That is what Senzo is being built to be. We say so here rather than pretend the list is neutral.

Descriptions are drawn from vendor sites and public procurement notices as of September 2026 and are simplified. A = operational tool with analytics; B = planning model or engagement; C = public-sector or open tool.

What HHR modelling tools exist in Canada?

In Canada the honest answer is that health human resources modelling is mostly not software. Health Workforce Canada’s 2024 review of provincial modelling and forecasting found capacity uneven across provinces, most mature for physicians, less so for nursing and allied health, typically housed in small units of a few people, and absent in the territories. The tools that exist:

• CIHI’s Physician Resource Planning tool and provincial in-house physician models: stock-flow supply models, profession-specific, refreshed annually or less.
• Consultant-built models commissioned by ministries and health authorities for a specific policy question, and rarely run again after delivery.
• The Canadian Health Workforce Network’s planning toolkits: needs-based planning frameworks and worked methods. Valuable, and not software.
• Excel and Power BI in the workforce planning or HR analytics team, assembled by hand from HRIS, payroll and scheduling extracts, and maintained by the person who built it.

None of these joins the operational signals (vacancy, overtime, absence, flows) at unit level to the multi-year supply model. That join is what a planning function needs and what nobody sells; it is the reason the provincial planning gap persists even where the data exists.

How to choose: six questions

1. Horizon. Does it plan this pay period, this year, or the next five? Most tools do one. Ask which.
2. Grain. Unit and provider type, or cost centre? A system-wide vacancy rate hides the ICU. Anything that cannot show a single provider type inside a single unit is a reporting tool.
3. Refresh. From what data, how often, by whom? A model refreshed by re-engaging its author is a report.
4. Who runs it next year. If the analyst or the consultant leaves, does the function survive? This is where most Category B and C tools fail.
5. Integration or extracts. Does it need an eighteen-month HRIS integration before it shows anything, or does it run on the extracts you already produce? For a public-sector buyer this is the difference between a pilot a director can approve and a procurement.
6. Public-sector fit. Does it understand multiple entities planning one workforce, collective agreements, ministry reporting that must be defended line by line, and small remote sites? Or does it assume one employer, one profit-and-loss line and at-will employment?

Where Senzo fits, and where it does not

Senzo is workforce intelligence built for health workforce planning in publicly funded and non-profit health systems in Canada and the United States. Pulse joins the four workforce streams at unit and provider-type level from CSV extracts or an API and refreshes them as data arrives. Forecast runs a one-to-five-year supply and demand projection from the same data; it is in build. Definitions are published in the data dictionary.

What it is not: a scheduling, rostering or credentialing tool; a real-time labour productivity platform (Strata is better at that and will remain so); a consulting engagement; or a finished product with customers to cite. It is being built with three design partners, and pricing follows the programme. If you are choosing a tool this fiscal year and need references, we are not the right answer yet. If you hold the four streams at unit level and have a live planning question, the design partner programme is the honest way in.

Frequently asked questions

Sources

• Strata Decision, Real-Time Labor Performance
• Laudio
• Becker’s, on Prolucent and Northwell
• Axuall
• Vizient Workforce Performance
• RLDatix / Allocate and NHS Wales e-Job Planning direct award (2025)
• KPMG Strategic Workforce Planner
• Health Workforce Canada, State of Health Workforce Modelling and Forecasting in Canada (2024)
• Canadian Health Workforce Network, planning toolkits