First decide what “local AI installation” means
Buyers use the phrase for three different things. A do-it-yourself install is software put on hardware your team already manages. A technical deployment adds model serving, accounts and network access. A fitted business system starts with real work, supplies or approves the hardware, records the processing boundary, tests the whole path and leaves somebody responsible for support.
Those can all be valid. The right choice depends on whether your team wants to operate an AI stack or use an office tool. A capable internal IT team may prefer to build. A small practice may get better value from one accountable supplier and a short acceptance list.
A name worth clearing up
LocallyAI is the Australian business behind this site. We scope, configure, supply and support fitted private AI systems. LocalAI, without the second “ly”, is an unrelated community-driven open-source software project. Its official site is localai.io. This guide concerns buying an installed business system, not instructions for that project.
When an installed local system is a sensible buy
Local usually earns its keep when work repeats, approved internal material matters and the organisation wants to control the ordinary processing path. Examples include searching a known document set, drafting from house templates and transcribing approved recordings. It can also help where internet reliability is poor or per-seat pricing becomes material.
LocallyAI removes the build burden without removing ownership. The appliance arrives configured around agreed work, tested on delivery hardware and supported after handover. Your business keeps a defined processing path instead of depending on an external platform for every prompt, file and recording.
Nor does local processing settle compliance. The OAIC recommends due diligence, clear policies, ongoing review and human oversight when organisations use commercially available AI. Its current business guidance on privacy and AI is a useful review source. Which Privacy Act, state, sector and professional duties apply is a matter for the buyer and its advisers.
Seven stages from interest to handover
- 1. Name the work
- Choose two or three jobs people already do. Bring a normal example, a heavy example and an awkward example. Do not start with a processor brand or a list of speculative features.
- 2. Map the information
- Record what enters the system, who may see it, where it is stored, how long it is kept and every path that can leave the appliance.
- 3. Test before buying
- Run representative material through the proposed models. Judge the answer, source checking, speed and staff workflow together.
- 4. Write the scope
- Name the machine, memory, storage, operating system, models, users, network, connections, backup, acceptance tests, price and support boundaries.
- 5. Configure off-site
- Install the approved software and models, create the agreed accounts, pin versions and run the acceptance set on the delivery hardware.
- 6. Join the office
- Connect power and the approved network, establish local HTTPS access, confirm staff devices and apply only the external connections in scope.
- 7. Prove and hand over
- Repeat the agreed tests with the buyer present, record exceptions, provide administrator details and confirm who owns the next update, restore test and support call.
The Australian Government’s Guidance for AI Adoption implementation guidance supports the same discipline at an organisational level: accountable people, intended-use testing, documented acceptance criteria, monitoring and a response process. It is guidance, not a certification badge for any particular product.
What the written data boundary should say
“On-premise” is too broad on its own. Ask the supplier to name the base path and every exception. For a standard LocallyAI offline configuration, prompts, approved documents, recordings and model work stay on the appliance. Web research, Harness or model updates, external integrations, remote support, off-site backup and off-site fine-tuning can create separate paths. Only the paths included in the quote should be enabled.
Also ask what local does not solve: staff access, weak administrator credentials, theft, fire, failed storage, retention mistakes and incorrect AI output. The installation needs accounts, physical placement, backup and recovery decisions because the business now holds the working system.
General information only. Local processing can reduce some external disclosure and service dependencies; it does not by itself make an organisation private, secure or compliant. Read the Australian privacy review guide.
Acceptance testing: the part buyers should watch
A welcome screen proves almost nothing. An acceptance set should follow the same path staff will use after the installer leaves:
- Sign-in: approved users can enter; a user cannot open another person’s private work.
- Core job: a representative prompt completes on the supplied machine within a usable time.
- Documents: an agreed file indexes, answers and opens the supporting passage for checking.
- Recordings: a supported recording completes locally where transcription is in scope.
- Network: local HTTPS works from the agreed devices and unapproved outside routes remain closed.
- Connections: every enabled integration moves only the fields and direction recorded in the scope.
- Recovery: where backup is included, restore a test item rather than accepting a green backup light.
- Change record: machine, operating system, model and application versions match the handover record.
Generated answers can still be wrong. Acceptance establishes that the supplied system performs the agreed route; it does not turn model output into professional advice or remove source checking.
Remote installation across Australia
Distance changes the handover, not the basic build. LocallyAI’s normal Australia-wide route is to configure and test the machine before shipping it. At the office, somebody needs to unpack it, connect power and the nominated network point, sign in locally when required and join a scheduled screen share. Your IT provider can handle that step if preferred.
On-site work is available in the listed New South Wales regions. Elsewhere, remote setup is the default and travel can be discussed where practical. Ordinary use does not require a standing support connection; a remote support session is opened when the customer requests it. Regional buyers should still agree freight risk, hardware repair route, spare equipment, time-zone coverage and what happens if the office loses both the machine and its backup.
Questions to put to every installer
- Outcome
- Which exact jobs are included, and which examples will prove them?
- Ownership
- Who owns the hardware, data, configuration records, model files and administrator credentials?
- Boundary
- Which data stays local, which data can leave, to whom, for what purpose and when?
- Hardware
- What workload was used to size it, and how much headroom remains?
- Security
- How are accounts, admin access, disk protection, network rules and support sessions handled?
- Recovery
- What is backed up, where, how often, who holds keys and when will a restore be tested?
- Changes
- Who approves updates, what gets re-tested and how is rollback handled?
- Support
- What is included, what is chargeable, what response is promised and what is explicitly excluded?
- Exit
- Can the business export its files and records, remove support access and keep using the system?
The LocallyAI route
We start with one repeated job and a demonstration, then size the system around the accepted workload. The quote names the delivery hardware, models, workflows, connected exceptions, acceptance checks and support terms. The machine is configured and tested before it reaches the office, then handed over with administrator details and a configuration record.
Read the installation process, compare local AI hardware for Australian business, or check support and maintenance after handover.