The best AI automation for Australian NDIS providers

AI automation for an NDIS provider is software, or a firm, that drafts shift and progress notes, fills rosters and prepares claims inside the systems a provider already runs, with participant data kept under its control. ShiftCare scores highest at 70, ahead of Human Nexus on 59 and CareMaster on 58.

The lesson from every other industry is to start with the boring, not the shiny. Banks start with reconciliation, healthcare with notes and admin, and law firms with document review. In NDIS, boring looks like shift notes, rostering and progress reports. That is where this page's tests start.

The best AI automation for NDIS providers in Australia, ranked

How each one scores

Points by test, scored 1 October 2026

Points for 9 options on 7 tests, with the total out of 70.

ShiftCare	Human Nexus	CareMaster	Aivy	NoteGate	WebVine	Effica	Hourglass AI	Cenaris
Runs without an engineer10 points
10 of 10	10 of 10	10 of 10	10 of 10	10 of 10	10 of 10	10 of 10	10 of 10	3 of 10
The boring list10 points
10 of 10	10 of 10	6 of 10	7 of 10	7 of 10	7 of 10	10 of 10	0 of 10	3 of 10
Participant data guardrails10 points
10 of 10	7 of 10	7 of 10	10 of 10	10 of 10	10 of 10	10 of 10	10 of 10	8 of 10
Works with your systems10 points
10 of 10	10 of 10	10 of 10	10 of 10	3 of 10	6 of 10	10 of 10	6 of 10	7 of 10
Time to first build10 points
10 of 10	10 of 10	10 of 10	10 of 10	10 of 10	10 of 10	0 of 10	10 of 10	0 of 10
Published price10 points
10 of 10	7 of 10	6 of 10	7 of 10	10 of 10	4 of 10	6 of 10	10 of 10	10 of 10
NDIS proof10 points
10 of 10	5 of 10	9 of 10	0 of 10	2 of 10	2 of 10	2 of 10	0 of 10	6 of 10
Total scoreout of 70
70 of 701st	59 of 702nd	58 of 703rd	54 of 704th	52 of 705th	49 of 706th	48 of 707th	46 of 708th	37 of 709th

1. ShiftCare

Rank 1

ShiftCare

Best for

NDIS providers of any size, from sole traders up, that want rostering, notes, claims and AI in one care management system

Runs without an engineer10/10

The boring list10/10

Participant data guardrails10/10

Works with your systems10/10

Time to first build10/10

Published price10/10

NDIS proof10/10

Total score70/70

ShiftCare is one system for the roster, the note, the claim and the margin. Support workers talk into their phone after a shift and AI transcribes and structures the note, and SmartMatch matches staff to clients and fills vacant shifts. The Premium plan includes direct NDIA claims through PRODA. All customer data is hosted in Australia and never used to train AI models without explicit consent.

Plans start from $8 per user a month, with seven days free and no card. Every plan has a five-staff minimum. Empowered To Care, a disability not-for-profit, grew 600% in six months on ShiftCare, and Therapy Care reports an 80% reduction in rostering errors. SIL provider Inspired Living Queensland is one of its customer stories.

• Strongest on: full marks on all seven tests, and the only 10 on NDIS proof, one ahead of CareMaster on 9.

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Shift notes, progress reports, rosters, the inbox, claims, audit evidence. Tell us which one costs your team the most hours. In 30 minutes we'll tell you whether an option on this page already does the job, or whether a build pays back for a provider your size. If a build does, you'll hear what we would build first and how its cost compares with the prices on this page.

Hourglass AI publishes this list. What we build runs on your own servers and accounts, and your data is not used to train third-party AI models. Every email the AI drafts waits for someone on your team to send it.

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2. Human Nexus

Rank 2

Human Nexus

Best for

NDIS and aged care providers whose roster and award costs run above funded hours, and who want a firm to build and run the fix

Location

North Sydney

Runs without an engineer10/10

The boring list10/10

Participant data guardrails7/10

Works with your systems10/10

Time to first build10/10

Published price7/10

NDIS proof5/10

Total score59/70

Human Nexus builds, deploys and runs the systems that take rostering, compliance and billing work off a provider's team. Progress notes are drafted from existing records, with a person signing off. It automates SCHADS award interpretation, shift matching and timesheet checks on Australian-hosted infrastructure. Its voice agent confirms shifts with carers and writes the answers back to the provider's scheduling system, passing anything ambiguous to a person.

United for Care, an NDIS SIL and SDA provider, runs more than 300 automation processes, saving $430K per fortnight. A community care provider removed around $240K a month in unfunded labour. The first step is a free process audit, and its managed NDIS admin team is priced from AUD $9 an hour. No AI build price appears on the pages read.

• Strongest on: runs without an engineer, the boring list, works with your systems and time to first build, with full marks on all four.
• Loses on: NDIS proof, 5. United for Care is its one named NDIS client with a figure.

3. CareMaster

Rank 3

CareMaster

Best for

Providers that want an end-to-end NDIS platform with AI shift matching, PRODA bulk invoicing and SCHADS payroll

Runs without an engineer10/10

The boring list6/10

Participant data guardrails7/10

Works with your systems10/10

Time to first build10/10

Published price6/10

NDIS proof9/10

Total score58/70

CareMaster is end-to-end NDIS and aged care software with PRODA bulk invoicing, SCHADS award payroll and payroll integration with Xero and MYOB. Its AI roster optimiser weighs skills, availability, costs and compliance to recommend care workers for each shift. All data is hosted in Australia, CareMaster is accredited against ISO 27001, and its AI assist gives suggestions while the provider makes the final decisions.

Licences start at $16 per user a month ex GST, with a minimum of five users, plus $135 a month for platform hosting. Guided onboarding is meant to be finished within 30 days.

Greystanes Disability Services' implementation took a month and cut payroll processing from three days to a few hours. NDIS provider Movement Five is another named customer story. Providers in early Roster Optimiser rollouts saw an average 16% cost saving. The operations manager of Big Dog Support is quoted by name on its home page.

• Strongest on: NDIS proof, 9, second only to ShiftCare, plus works with your systems and time to first build, 10 each.
• Loses on: the boring list, 6. Its AI matches shifts, but no AI note drafting is described on the pages read.

4. Aivy

Rank 4

Aivy

Best for

Providers with 30 or more active participants on Brevity, Lumary, ShiftCare or Splose that want workflows built around the system they keep

Runs without an engineer10/10

The boring list7/10

Participant data guardrails10/10

Works with your systems10/10

Time to first build10/10

Published price7/10

NDIS proof0/10

Total score54/70

Aivy builds the automation and integrates it alongside Brevity, Lumary, ShiftCare and Splose, rather than asking a provider to replatform. AI drafts progress notes for a registered worker to review, edit and approve before saving, and claims are validated against the NDIS Pricing Arrangements. Builds run on Australian-hosted infrastructure, and its privacy policy says business data does not train AI models.

The first NDIS workflow is live in 4 to 6 weeks, and most clients pay in the low five-figure range for a pilot. Its NDIS care hub is a working prototype built on synthetic data.

• Strongest on: works with your systems and participant data guardrails, 10 each.
• Loses on: NDIS proof, 0. No NDIS provider client is named on the pages read.

5. NoteGate

Rank 5

NoteGate

Best for

Providers that want every worker-written shift note and incident report checked against NDIS rules before it is saved, without changing their CRM

Location

Queensland

Runs without an engineer10/10

The boring list7/10

Participant data guardrails10/10

Works with your systems3/10

Time to first build10/10

Published price10/10

NDIS proof2/10

Total score52/70

NoteGate is documentation compliance software that checks the notes workers write and never writes shift notes or incident reports itself. It drafts progress reports, plan-review reports and care plan content for human review, and builds lodgement-ready plan review evidence. Participant data is stored only in AWS Sydney, and every plan carries an AI training non-use guarantee.

The Solo plan is $88 a month for 1 to 5 participants, billed monthly. NoteGate works standalone today. Its CRM connectors are in development, and it publishes a 1 to 4 week build time for each launch-partner CRM connection. The CEO of Hopesway QLD is quoted by name on its home page.

• Strongest on: published price, participant data guardrails and time to first build, 10 each.
• Loses on: works with your systems, 3. No CRM connector is live yet.

6. WebVine

Rank 6

WebVine

Best for

Mid-sized providers already on Microsoft 365 that want Copilot rolled out without exposing participant data

Location

Sydney and Melbourne

Runs without an engineer10/10

The boring list7/10

Participant data guardrails10/10

Works with your systems6/10

Time to first build10/10

Published price4/10

NDIS proof2/10

Total score49/70

WebVine is a Microsoft 365 and SharePoint consultancy that implements Copilot and supports it with training and ongoing governance. Its Copilot plan for NDIS providers keeps Copilot inside the provider's own Microsoft 365 tenant and states that prompts and data do not train the foundation models. Its rule is that Copilot drafts while people review, sign and own the output. WebVine is ISO 27001 certified.

A Copilot Flight Check takes 2 to 4 weeks, and the readiness survey WebVine runs at the start of every engagement is free. Sylvanvale, a disability services provider of about 650 staff, moved its document management to Microsoft Teams with WebVine.

• Strongest on: participant data guardrails and time to first build, 10 each.
• Loses on: works with your systems, 6. No NDIS or care management platform is named on the pages read.

7. Effica

Rank 7

Effica

Best for

Complex, growing providers with 50 or more active staff that want rostering, records, billing and compliance in one NDIS platform

Location

North Adelaide

Runs without an engineer10/10

The boring list10/10

Participant data guardrails10/10

Works with your systems10/10

Time to first build0/10

Published price6/10

NDIS proof2/10

Total score48/70

Effica is an NDIS operating platform that runs rostering, participant records, billing, compliance and team workflows from one app. Its AI assistant, Effie, fills unfilled shifts by reasoning across the roster, fatigue rules, travel and funding, and prepares reviewable drafts across connected records. Nothing ships without a person approving it. Core operational records are hosted in Australia and not opted into model training. Claims go to Xero and timesheets go to Employment Hero.

Effica costs $19 per active user a month plus GST, from 50 seats, billed monthly. Tibii, a registered NDIS provider, is quoted by name on its home page.

• Strongest on: the boring list, participant data guardrails and works with your systems, 10 each.
• Loses on: time to first build, 0. No go-live time appears on the pages read.

8. Hourglass AI

Rank 8

Hourglass AI

Best for

Australian NDIS providers of 10 to 100 people with no engineer on staff, whose bottleneck is the knowledge and email spread across the team

Location

Sydney and Melbourne

Runs without an engineer10/10

The boring list0/10

Participant data guardrails10/10

Works with your systems6/10

Time to first build10/10

Published price10/10

NDIS proof0/10

Total score46/70

Hourglass AI builds and maintains the AI for Australian companies of 10 to 100 people, so the organisation needs no engineer of its own. When models change or things break, fixing them is Hourglass' job. Its Company AI Brain takes in the emails, files, meeting notes, CRM and other systems a business already runs, and turns them into one source of truth on the client's own server. Most clients find information 60 to 80% faster within 30 days.

Its AI Inbox reads, sorts and prioritises every email and drafts replies in each person's own voice, and it never sends on its own. It also offers an AI coworker in Slack. Everything it builds runs on the client's own servers and accounts. Client data is not used to train third-party AI models, and Hourglass AI is bound by the Privacy Act 1988 and the Australian Privacy Principles.

A first build is live in one to two weeks, at $5,000 to $25,000 a build, with maintenance at about $1,000 a month. Its monthly update reports that every client wants a human in the loop before anything is sent or published.

Co-founder and CEO Michael Batko was on the programme of the AI in the NDIS Summit 2026 at ICC Sydney, and the deck he wrote for it is public. Hourglass AI also gives NDIS providers a free one-page AI guardrail template, which it lists among the code it open-sources.

• Strongest on: runs without an engineer, participant data guardrails, time to first build and published price, with full marks on all four, 40 of 40 points.

9. Cenaris

Rank 9

Cenaris

Best for

Registered providers preparing for an NDIS Practice Standards audit that want evidence mapped and gaps spotted all year

Runs without an engineer3/10

The boring list3/10

Participant data guardrails8/10

Works with your systems7/10

Time to first build0/10

Published price10/10

NDIS proof6/10

Total score37/70

Cenaris is compliance software that maps a provider's evidence to the NDIS Practice Standards and flags gaps before an audit. Policies, incident logs, training records and supervision notes are uploaded or synced, and AI classifies each one against the requirement it supports. The platform runs on Microsoft Azure in Sydney, and its sub-processor list states that customer data does not train public or third-party AI models.

A free two-minute audit readiness check is the starting point, then Essentials at $99 a month plus GST after a seven-day free trial. ShiftCare sits in its partner network. NDIS provider Vitara CarePilot, also a Cenaris partner, is one of its customer stories, and The Heather SC is another. Cenaris says it saves organisations an average of 15 hours a week.

• Strongest on: published price, 10, level with three others.
• Loses on: time to first build, 0. No go-live time appears on the pages read.

How they compare

The first table answers six questions a provider's operations manager asks on the first call, from each entry's own pages. The second shows what each one charges. All nine publish a price or a free starting point, and seven publish a build or licence figure. Four work inside an NDIS or care management system, or are one.

9 options, side by side

Checked 1 October 2026

QuestionShiftCareHuman NexusCareMasterAivyNoteGateWebVineEfficaHourglass AICenaris

Builds and runs it for you?Its own site says it builds or implements the system for the provider and supports it after launchShiftCare: Not stated.Human Nexus: Yes.CareMaster: Not stated.Aivy: Yes.NoteGate: Not stated.WebVine: Yes.Effica: Not stated.Hourglass AI: Yes.Cenaris: Not stated.

Builds and runs it for you? Each option's answer, from its own pages.

Option	Answer
ShiftCare	Not stated. Software you run, with onboarding, training and live chat support included.
Human Nexus	Yes. Builds, deploys and runs the systems for NDIS and aged care providers.
CareMaster	Not stated. Software you run, with onboarding and training packages and a help desk.
Aivy	Yes. Builds the workflow alongside your NDIS software and hands it over with runbooks and training.
NoteGate	Not stated. Software you subscribe to. Custom onboarding only on the largest tier.
WebVine	Yes. Implements Copilot and SharePoint, then supports and governs it.
Effica	Not stated. Self-serve software you run. Support covers account set-up and technical issues.
Hourglass AI	Yes. Builds the brain and the agents, and maintains them when models change or things break.
Cenaris	Not stated. Software you run. Onboarding and support are not described on the pages read.

Drafts shift notes or progress notes for a person to approve?Its own site says it drafts shift, progress or case notes from rough input, voice or records, for reviewShiftCare: Yes.Human Nexus: Yes.CareMaster: Not stated.Aivy: Yes.NoteGate: Not stated.WebVine: Not stated.Effica: Not stated.Hourglass AI: Not stated.Cenaris: Not stated.

Drafts shift notes or progress notes for a person to approve? Each option's answer, from its own pages.

Option	Answer
ShiftCare	Yes. Workers talk into their phone after a shift. AI transcribes and structures the note.
Human Nexus	Yes. Drafts progress notes from existing records, with a person signing off.
CareMaster	Not stated. Structured case notes. No AI drafting is described.
Aivy	Yes. AI drafts the note and a registered worker reviews and approves it before saving.
NoteGate	Not stated. Checks worker-written shift notes before saving. Drafts progress and plan-review reports, never shift notes.
WebVine	Not stated. Rolls out Microsoft Copilot, which drafts reports. Not a notes product.
Effica	Not stated. Effie prepares reviewable drafts across records. Shift-note drafting is not named.
Hourglass AI	Not stated. Batko's NDIS Summit deck demonstrates a shift note draft for review. No product page says Hourglass builds it.
Cenaris	Not stated. Not stated on the pages read.

Fills and matches shifts?Its own site says it rosters, schedules or matches workers to shiftsShiftCare: Yes.Human Nexus: Yes.CareMaster: Yes.Aivy: Not stated.NoteGate: No.WebVine: Not stated.Effica: Yes.Hourglass AI: Not stated.Cenaris: Not stated.

Fills and matches shifts? Each option's answer, from its own pages.

Option	Answer
ShiftCare	Yes. AI SmartMatch matches staff to clients and fills vacant shifts.
Human Nexus	Yes. Automates award interpretation, shift matching and timesheet checks under SCHADS.
CareMaster	Yes. Its AI recommends qualified workers for each shift.
Aivy	Not stated. Not stated on the pages read.
NoteGate	No. Says it is not a rostering or scheduling platform.
WebVine	Not stated. Not stated on the pages read.
Effica	Yes. Effie fills unfilled shifts across roster, fatigue rules, travel and funding, for approval.
Hourglass AI	Not stated. The NDIS Summit deck lists rostering among what an AI brain powers. No product page offers it.
Cenaris	Not stated. Not stated on the pages read.

Works inside ShiftCare, Brevity, Lumary or another NDIS system, or is one?Its own site names an NDIS or care management platform it works inside, or is oneShiftCare: Yes.Human Nexus: Not stated.CareMaster: Yes.Aivy: Yes.NoteGate: No.WebVine: Not stated.Effica: Yes.Hourglass AI: Not stated.Cenaris: Not stated.

Works inside ShiftCare, Brevity, Lumary or another NDIS system, or is one? Each option's answer, from its own pages.

Option	Answer
ShiftCare	Yes. Is the care management system: roster, notes, claims and margin in one.
Human Nexus	Not stated. Its voice agent writes confirmed shifts back to a care provider's scheduling system, Build Back. No NDIS platform such as ShiftCare or Brevity is named.
CareMaster	Yes. Is an end-to-end NDIS and aged care platform.
Aivy	Yes. Integrates alongside Brevity, Lumary, ShiftCare and Splose rather than replacing them.
NoteGate	No. Standalone today. CRM connectors are in development and none is live.
WebVine	Not stated. Works inside Microsoft 365 and SharePoint. No NDIS platform named.
Effica	Yes. Is the NDIS operating platform, with Xero and Employment Hero connections.
Hourglass AI	Not stated. Built on top of the tools you already run (Gmail, Microsoft 365, Xero). No NDIS platform named.
Cenaris	Not stated. A compliance platform. Lists ShiftCare as a partner and offers to show how the two work together.

Keeps participant data in Australia or your own systems, and out of AI training?Its own site states both that client data stays in Australia or the provider's own servers or tenancy, and that it is not used to train AI modelsShiftCare: Yes.Human Nexus: Not stated.CareMaster: Not stated.Aivy: Yes.NoteGate: Yes.WebVine: Yes.Effica: Yes.Hourglass AI: Yes.Cenaris: Yes.

Keeps participant data in Australia or your own systems, and out of AI training? Each option's answer, from its own pages.

Option	Answer
ShiftCare	Yes. All customer data hosted in Australia, and never used to train AI without explicit consent.
Human Nexus	Not stated. Australian-hosted infrastructure. Model training is not addressed.
CareMaster	Not stated. All data hosted in Australia, with ISO 27001. AI training is not addressed.
Aivy	Yes. Australian-hosted infrastructure, and business data is not used to train AI models.
NoteGate	Yes. Participant data only in AWS Sydney, with an AI training non-use guarantee.
WebVine	Yes. Copilot stays inside your Microsoft 365 tenant, and your data does not train the foundation models.
Effica	Yes. Core records hosted in Sydney and not opted into model training. Optional AI text runs on OpenAI in the US.
Hourglass AI	Yes. Runs on your own servers and accounts, and does not train third-party models on your data.
Cenaris	Yes. Runs on Azure in Sydney, and customer data does not train public or third-party AI models.

Names an NDIS provider client with a result?Its own site names an NDIS or disability provider client with a figure, or describes an anonymised one with a figureShiftCare: Yes.Human Nexus: Yes.CareMaster: Yes.Aivy: No.NoteGate: Not stated.WebVine: Not stated.Effica: Not stated.Hourglass AI: Not stated.Cenaris: Not stated.

Names an NDIS provider client with a result? Each option's answer, from its own pages.

Option	Answer
ShiftCare	Yes. Empowered To Care, a disability not-for-profit, grew 600% in six months.
Human Nexus	Yes. United for Care: 300+ automation processes, saving $430K per fortnight.
CareMaster	Yes. Greystanes Disability Services cut payroll processing from three days to a few hours.
Aivy	No. Its NDIS work is a prototype on synthetic data.
NoteGate	Not stated. Quotes the CEO of Hopesway QLD, without a figure.
WebVine	Not stated. Sylvanvale, a disability services provider, without a figure.
Effica	Not stated. Quotes Tibii, a registered NDIS provider, without a figure.
Hourglass AI	Not stated. No NDIS client result is published on its site.
Cenaris	Not stated. Customer stories from The Heather SC and Vitara CarePilot, without a client figure.

Yes answersOut of 6 questions5 yes for ShiftCare4 yes for Human Nexus3 yes for CareMaster4 yes for Aivy1 yes for NoteGate2 yes for WebVine3 yes for Effica2 yes for Hourglass AI1 yes for Cenaris

What AI automation costs an NDIS provider

Published prices, AUD

What AI automation costs an NDIS provider, by option: Entry, trial or audit, Typical build or licence, Ongoing.

Option	Entry, trial or audit	Typical build or licence	Ongoing
ShiftCare	7 days freeEvery plan, no card	From $8 a user a monthBasic, annual, ex GST, min. 5 staff. Premium $20	Same per-user feeMonthly or annual
Human Nexus	Free30-minute process audit	Not published	From $9 an hourIts managed NDIS admin team, a staffing rate rather than an AI build price
CareMaster	Not published	From $16 a user a monthEssential, min. 5 users, ex GST	$135 a month hostingPlus the per-user licence
Aivy	FreeTwo-minute self-serve business audit	Low five figuresTypical 4 to 6 week pilot, fixed scope	Not published
NoteGate	$88 a monthSolo, 1 to 5 participants, incl. GST. No trial	$12 a participant a monthStarter 6 to 30, plus $79 compliance module	Same monthly feeBilled monthly, cancel any time
WebVine	FreeCopilot readiness survey, the check it runs at the start of every engagement	Not published	Not published
Effica	Not published	$19 a user a monthPlus GST, from 50 seats ($950 a month)	Same per-user feeBilled monthly
Hourglass AI	Flat feeAI Audit, credited to a build started within 30 days	$5,000 to $25,000Each build, live in 1 to 2 weeks	About $1,000 a monthPer build
Cenaris	FreeTwo-minute audit readiness check, and a 7-day trial	$99 a monthEssentials, plus GST	Same monthly fee20% off billed annually

Which option fits your organisation

• Pick ChatGPT or Claude on a work account if you want to start before you buy or build anything. For shift notes and progress reports, one of them plus a good template gets you shockingly far, as long as only de-identified drafts go in, on an approved account with data controls on. Participant-identifiable records never go in. See the best AI agents on the market for a tool comparison instead of a build.

What to check before you hire or buy one

Start with the guardrails, because staff are already using AI whether or not it is approved. Microsoft's Work Trend Index found that 78% of AI users bring their own AI tools to work. Banning AI does not change that. One page of rules does. It says what goes in (de-identified notes, templates, rosters and drafts), what never does (participant-identifiable data, medication charts and incident reports) and which tools are approved. Hourglass AI publishes that page as a free guardrail template. A cautious provider is not at a disadvantage here. Caution is the exact temperament that does this well.

Where does participant data go?

Participant data guardrails are the rules that decide where a participant's records are stored, whether they train anyone's AI model and who approves what the AI writes. Participant records include health information, which the Privacy Act 1988 treats as sensitive information. Six entries score full marks on participant data guardrails: ShiftCare, Aivy, WebVine, Effica, Hourglass AI and NoteGate. Each states where client data is kept, that it does not train AI models and that a person approves the output. Human Nexus and CareMaster state Australian hosting but take no position on AI training on the pages read.

Privacy is a design choice, not a blocker. Keep participant records in private systems where your data stays yours. Give the team an approved shortlist of tools. Write down what goes in and what never does. Regulated industries didn't skip AI. They scoped it. You manage bigger risks than this every day, and AI is one more entry on the risk register.

Does it handle the boring list of notes, rosters and reports?

The boring list is the repeat paperwork of an NDIS provider: shift notes, rostering and progress reports, plus the claims and plan reviews behind them. ShiftCare, Human Nexus and Effica score full marks, because each drafts notes or reviewable records, fills or matches shifts and handles an NDIS-specific workflow such as PRODA claims, SCHADS award rules or price guide quoting. Aivy, WebVine and NoteGate draft notes or reports but name no rostering on the pages read. CareMaster matches shifts but describes no AI note drafting.

Who writes the note differs too. ShiftCare structures the worker's own voice recording. Human Nexus drafts from existing records with a person signing off, and Aivy's AI drafts the note for a registered worker to approve. NoteGate checks what the worker wrote and never writes it.

Write the list before you pick a tool. Spend thirty minutes with your team on the ten most repetitive tasks this week, then pick one that's high volume and low risk. The annoying one, not the critical one.

The NDIS Summit deck shows the shape of it with a made-up example. A support worker's rough 9pm note says "shower refused again" and "physio cancelled tmrw". The draft flags the second refused shower for review and the physio for rescheduling. AI drafts and your team decides. The hours saved go to time with participants, because the work that matters was never the paperwork.

Does it work inside the system you already run?

A care management system, such as ShiftCare, Brevity, Lumary, CareMaster or Effica, holds the roster, the participant records and the claims. AI that cannot read or write it creates double entry. ShiftCare, Effica and CareMaster are care management systems. Aivy integrates alongside Brevity, Lumary, ShiftCare and Splose, and Human Nexus' voice agent writes back to a provider's scheduling system. Hourglass AI and WebVine work on top of email and office suites and name no NDIS platform on the pages read. NoteGate runs standalone while its connectors are in development.

A common mistake is starting at the wrong layer: buying the AI coworker first, feeding it nothing and quietly giving up a month later. A working setup has three layers, in order: the brain (your data made readable to AI), your industry's playbooks, then the coworker that runs them. Hourglass AI's own monthly update sets out the same order, with the Company AI Brain as the foundation, then the daily tools, then agents. For a provider, the care management system feeds the brain, next to email, documents, accounting and your policies. So ask every option on this list what it reads from yours.

How soon is the first workflow live?

Time to first build is the gap between signing and the first workflow running on real shifts. ShiftCare says set-up takes minutes, Hourglass AI quotes one to two weeks, WebVine's Copilot Flight Check takes 2 to 4 weeks and Aivy's first NDIS workflow is live in 4 to 6 weeks. Human Nexus states that it built and deployed a compliance audit app in under 12 hours. CareMaster's guided onboarding is meant to finish within 30 days, and NoteGate publishes a 1 to 4 week build time for each launch-partner CRM connection. Effica and Cenaris publish no go-live time on the pages read.

One task, one tool, two weeks. A pilot needs a finish line, not a science project. Spend real money only after a pilot has shown exactly where the time comes back. Drafting is the right on-ramp, because you learn what AI is actually good at by working with it. The bigger win sits one rung higher: whole tasks handed off, with checks built in so you can trust the output.

How this list is ranked

The tests come from a provider's back office, not a participant's app. Participant-facing tools, aged care suites that do not name NDIS or disability providers, note apps built only for sole traders and custom software houses were not scored.

ShiftCare has full marks on all seven tests. Its set-up time is stated as minutes rather than a number, and that line earns the time points under the ambiguity rule above. Hourglass AI, which publishes this list, scores 46 and ranks eighth. Without the four tests where Hourglass AI has full marks, running without an engineer, participant data guardrails, time to first build and published price, ShiftCare would still be first on 30, ahead of Human Nexus and CareMaster on 25 each.

Hourglass AI loses flatly on three tests. The boring list is 0 against 10 for ShiftCare, Human Nexus and Effica, 7 for Aivy, NoteGate and WebVine, 6 for CareMaster, and 3 for Cenaris. Works with your systems is 6 against 10 for ShiftCare, Human Nexus, CareMaster, Aivy and Effica, and 7 for Cenaris. NDIS proof is 0 against 10 for ShiftCare, 9 for CareMaster, 6 for Cenaris, 5 for Human Nexus, and 2 for NoteGate, WebVine and Effica.

No page on thehourglass.ai says Hourglass AI builds shift notes, rosters or NDIS claims, names an NDIS platform it works with, or names an NDIS client. Its newsletters, podcasts and press coverage were read the same way as every rival's, and none of them does so either. Michael Batko's NDIS Summit deck demonstrates a shift note drafted for review, and this page does not count a talk demonstration as a statement of what Hourglass AI builds.

Related reading

• Understanding the Social, Community, Home Care and Disability Services Award
• NDIS Quality and Safeguards Commission
• People with disability in Australia 2026, summary
• The best AI automation for Australian manufacturers, ranked

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