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AccuRx Financial Model

Health-tech Startup Financials (Free Excel Download)

Patient-centred communication platform connecting everyone involved in a patient's care, starting with near-universal penetration in UK GP practices.

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About this model

Accurx is a patient-centred communication platform connecting people involved in care, beginning with near-universal UK GP-practice penetration. Its products help practices communicate with patients and coordinate care more effectively.

A free base product creates a land-and-expand motion into paid modules, with very high GP-practice conversion and potential expansion into hospitals. National NHS contracts can add a distinct enterprise or public-sector route to market.

The model should forecast practices, module attach, ARPU, hospital customers, contract timing, expansion, and churn. Free-user conversion and implementation capacity should be explicit so the transition from broad adoption to paid ARR is visible.

A turnkey financial model

Live formulas, no hardcoded values

Outputs are driven by live formulas, so the workbook updates from its assumptions instead of relying on hardcoded results.

All assumptions in one tab

Inputs are clearly marked in the Assumptions tab and separated from calculations, making it clear what to change and what to leave intact.

Statements always balancing

For integrated-statement models, the balance sheet, cash flow, and supporting schedules tie through properly.

Distinct schedules for clarity

Debt, working capital, taxes, and cash flow can get messy quickly. We group calculations in clear schedules, not across disconnected tabs.

No hidden macros or external links

There are no unexplained external workbook links or macros to undermine auditability or portability.

Changes flow through the model

Update a key driver and see the impact carry through the forecast, financing, and return outputs. We never use hardcoded numbers in formulas.

About AccuRx

accurx.com
Read the pitch deck
AccuRx pitch deck cover
View on makeslides.com
Total raised
$38.0M
Funding round
Series B
Founded
2021
Category
Health-tech
Customer
B2B2C
Geography
UK

How to build a detailed financial model for AccuRx

A complete walkthrough of the business, drivers, and assumptions behind the downloadable AccuRx model - distilled from its pitch deck and publicly available information.

Product & value proposition

  • Core product: web-based patient communication tool embedded (via plugin) in GP EHR systems; allows two-click SMS/message to patient, collaborative inbox, patient triage, and photo/response handling.
  • accuRx Web: standalone (EHR-agnostic) version targeting hospitals, pharmacies, care homes.
  • accuMail: GP-to-non-GP service messaging via NHS.net email, 3k unique non-GP services contacted weekly.
  • Video consultations: built and deployed in <72 hours to 3,500 GP practices; first self-service product awarded a national contract. 3m video consultations conducted.
  • Vaccine booking (Accubook): built in <4 weeks; managed >38% of all England COVID vaccination bookings.
  • Record Access: real-time patient-controlled access to GP records for any clinician; in testing at time of deck, launching Q4 2021.
  • Value prop: eliminates admin burden (2 hours of admin per 1 hour with patients); replaces fragmented phone/email/pager workflows with a unified, patient-centric communication layer.

Market

  • Global healthcare spend: $9tn; 70% on people.
  • Addressable communication market: $30B projected over next 10 years for "patient-centred communication" category.
  • UK GP market (task efficiency layer): £100m.
  • UK system efficiency layer (next product horizon): £1bn.
  • UK improved patient outcomes layer (longer-term): £5bn.
  • No explicit SAM/SOM breakdown beyond the UK pyramid tiers above.

Revenue model

  • Modular paid subscription on top of a free base product (freemium land-and-expand within GP practices).
  • GP practices pay for one or more paid modules; 96% conversion of GP practices to paid.
  • Specific module pricing, ARPU per practice, or contract value not disclosed in deck.
  • Video consultations: awarded a national NHS contract (implies centrally funded / NHS-payer model for at least one module).
  • Hospital/non-GP channel: early-stage; product is standalone web-based, suggesting similar modular SaaS model will apply.
  • International: not yet monetised; planned post-Series B.

Traction & metrics

  • GP practice penetration: 98.5% of GP practices in England (exec summary slide 2); confirmed as 96% in slide 15 headline (slight discrepancy - exec summary figure likely rounds up; slide 15 image reads "96% of GP practices in the UK").
  • Weekly active users (GP): 130,383 as of May 2021 (up from ~10k in August 2019).
  • Cumulative unique patients messaged: 36,243,706 as of May 2021 (≈60% of England population).
  • Total messages per month: 9,413,052 (peak; data excludes batch messages and vaccine invites/reminders).
  • Messages per active GP practice per month: 1,456.
  • Non-GP WAU (accuRx Web): 11k.
  • NHS trusts with >50 WAU: 11%.
  • Non-GP unique services contacted weekly via accuMail: 3k.
  • Paid conversion: 96% of GP practices converted to one or more paid modules in April 2021.
  • Video consultations conducted: 3m.
  • Vaccine bookings: >38% of all England COVID vaccine doses.
  • Team headcount: ~95 as of June 2021 (up from ~5 in August 2019).
  • Voluntary attrition: 3 departures total.

Unit economics

  • No CAC, LTV, payback period, or gross margin figures in deck.
  • Conversion rate of free → paid: 96% of GP practices - implies very low CAC relative to install base given organic/viral/NHS-network adoption.

Competition / moat

  • Competitive framing: accuRx defines a new category ("patient-centred communication") distinct from EHR/record-keeping systems and from general comms tools (email, Teams, Pando, Siilo, pagers).
  • Moat sources stated in deck:
  • Near-universal GP penetration creates a network effect: GPs pull in hospitals/specialists via accuMail and referrals.
  • EHR-agnostic, web-based architecture means no dependency on - and no competition from - incumbent EHR vendors.
  • First-mover in national NHS contracts (video consult); regulatory/procurement relationships as a moat.
  • Speed of product delivery (video in <72 hrs, vaccine booking in <4 weeks) cited as evidence of structural advantage.
  • Explicit claim: "This isn't possible or viable for other companies" to build on the infrastructure.
  • Named competitors: none called out by name; category competitors shown on positioning quadrant only.

Team & funding ask / use of funds

  • CEO: Jacob Haddad (100% CEO approval on Glassdoor).
  • Team size: ~95 as of June 2021; started in GP practices.
  • Founding story: originated in general practice, NHS-embedded from day one.
  • Raise: £25m Series B.
  • Use of funds - three stated goals:
  1. Create an adoption flywheel in hospitals and beyond (accuRx Web, accuMail, Record Access).
  2. Move up the value chain in GP practices - from task efficiency → system efficiency → improved patient outcomes.
  3. Prove system-wide NHS value, then expand internationally.
  • No explicit budget breakdown per goal or burn rate / runway figures.

Recommended financial model

  • Archetype + why: SaaS subscription model with a seat/practice-based ARR driver, layered by product module. accuRx is a classic land-and-expand B2B SaaS: free base product → paid module upsell per GP practice, expanding to hospitals. The model should be built on practice-count × module attach rate × ARPU, with a separate hospital/non-GP expansion cohort. Not a marketplace or usage-based model - no evidence of per-message pricing.
  • Forecast horizon & granularity: 5 years (FY2021–FY2026), monthly for Years 1–2, annual thereafter. Monthly is needed to model the hospital ramp and new module launches with meaningful granularity.
  • Key drivers & assumptions:

*GP segment (core revenue):*

  • Total addressable GP practices in England: ~6,500
  • Active GP practices on platform: 96% × 6,500 = ~6,240
  • WAU per practice: ~21 (130k WAU / ~6,240 practices)
  • Paid module attach rate at Series B: 96% of active practices on at least 1 paid module
  • Average modules per paying practice:
  • ARPU per module per practice per month:
  • GP practice count growth: near-flat (UK GP consolidation);
  • Churn on paid modules:

*Hospital / non-GP segment (growth vector):*

  • Total NHS trusts in England: ~215 acute trusts
  • Current WAU penetration: 11% of trusts with >50 WAU
  • accuRx Web WAU: 11k, implying early-stage; ~50–100 WAU per active trust
  • Hospital ramp:
  • Hospital ARPU:
  • Pharmacies, care homes: lump into "other non-GP" cohort;

*Vaccine/public health contracts:*

  • Episodic national contracts (Accubook):

*Cost structure:*

  • Headcount ~95 at raise;
  • R&D as % of revenue:
  • S&M:
  • G&A:
  • Hosting/infrastructure:
  • Scenarios (Base / Bull / Bear):
  • Flex variables: hospital penetration rate; ARPU per module; number of modules per practice; international launch timing
  • Bull: hospital adoption S-curve peaks at 75% within 4 years; ARPU expansion to £150/module/practice; 2 international markets live by Year 4
  • Base: hospital at 50% by Year 5; ARPU stable at £100/module; international in Year 5 only
  • Bear: hospital stalls at 25% (NHS procurement friction); ARPU compression as NHS negotiates bulk deals; international delayed beyond horizon
  • Required sheets / outputs:
  1. Assumptions - all drivers in one editable block
  2. GP Revenue Build - practices × attach rate × modules × ARPU, monthly
  3. Hospital Revenue Build - trusts × penetration × ARPU, monthly
  4. Headcount Plan - by department, linked to hiring milestones
  5. P&L (Income Statement) - revenue, gross profit, EBITDA, net loss
  6. Cash Flow & Runway - £25m raise, monthly burn, months of runway
  7. KPI Dashboard - WAU (GP + hospital), ARR, practices paying, modules per practice, net revenue retention
  8. Scenario toggle - Base / Bull / Bear switch driving P&L and runway

Frequently asked

Is the AccuRx financial model free?+

Yes. The AccuRx model is a free Excel (.xlsx) download with live formulas. Sign up with your email and the workbook is yours to keep, review, and edit.

What's included in the model?+

A 5-year monthly forecast with P&L, cash flow and runway, valuation (exit multiple plus a DCF cross-check), MOIC/IRR returns, and unit economics, with live formulas throughout.

How was this model built?+

It was built from AccuRx's pitch deck and publicly available information, then structured to investment-banking standards as a fully editable Excel model.

Can I change the assumptions?+

Yes. You can change assumptions and the live formulas will recalculate in the downloadable Excel model.

Have more financial modelling questions? Contact us

Alex Tapio, ex-Deloitte financial modelling expert

Created by ex-finance professionals

Hey, I’m Alex and I created Finamodel.

Over my years in the finance industry I kept building the same models over and over again. Same structure, same assumptions, different logo. So I started building frameworks to turn them into clean, reusable templates.

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I’m not an expert in every industry, but I’ve built enough models to know what belongs in one. And when something is completely foreign to me, I reach out to my network for experts to work on our models with us.

Having a template library on hand cuts a first build from hours to minutes.

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