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Private AI.
In your
hands.

Find the answer. Make the next move. Private AI for your business, running on a machine you control.

Meet the Harness

Everything finds
its flow.

Private AI that can actually do work.
Company knowledge, tools and approvals. One workspace.

Demo · Sped up for viewing
Same workflow · 4:3 + phone

An answer you can trace.

Find the clause in your company records, draft the next step and keep the source beside the conversation.

Illustrative workflows · Fictional records and pre-generated responses · Generation and tool waits edited for demonstration

A private world.
With doors.

Keep everyday work local. Bring in the web, your inbox or your team off site when you choose.

STUDIOC SEARCH

Bring the outside in.

Search the web and fetch pages through StudioC’s isolated search service. No API key to an external search provider required. Bring outside context into your work when you choose.

Off by default · Explicitly enabled
STUDIOC MAIL

Your inbox, in the conversation.

Direct integration with your email host. Read, draft, send and ask about your mail in the workspace, connected to Outlook, Gmail or IMAP.

OutlookGmailIMAP
STUDIOC CONNECT

Out of office. Still connected.

A secure route back to your appliance for staff working elsewhere. Certificate-based access keeps the connection deliberate.

Certificate required · Enabled by you

Connected services are optional. Each is explicitly enabled and carries a persistent notice about the connection.

More than
an answer.

Go from scattered records to useful work. Keep the evidence, the conversation and the output together.

01 / FIND

Knowledge with a paper trail.

Ask across your records. Open the passages behind an answer. A verification ledger keeps track of what has actually been checked.

02 / MAKE

A tool for the job at hand.

Ask for a GST calculator or a chart from a spreadsheet. Use it inline, then use it again. Changes stay with its author or an admin.

03 / FOLLOW THROUGH

Keep the next step moving.

Turn meetings into transcripts, summaries and owned actions. Schedule recurring reports to run on your own machine.

BUILT FOR AUSTRALIAN WORK

Your files.
Plus your field.

Six knowledge packs in development bring a national core and specialist workflows alongside your company records. Federal context stays included; choose any Australian state or territory for your work.

  • Australian national core
  • Accounting & tax
  • Construction & trades
  • Healthcare & NDIS
  • Legal & conveyancing
  • Real estate & property

Federal · NSW · VIC · QLD · WA · SA · TAS · ACT · NT. Source coverage varies by field and jurisdiction. Knowledge packs support research and drafting; qualified professionals verify current sources and make final decisions. Professional review and release signing are in progress.

Keep it close.
Make it yours.

A machine in your building. Clear boundaries for every conversation. People close by when you need help.

You set the boundaries.
The workspace carries them through.

Explore in read-only mode. Review actions before they change something outside the conversation. Or allow broader work within the permissions you set. Permission checks live outside the prompt, and a denied permission takes priority.

Private by design.Local work runs on your hardware. External services stay optional.

Admin changes stay deliberate.A two-step edit lock protects settings. Saved secrets stay masked.

Installed. Configured. Supported.LocallyAI AU handles the machine, on-site setup, accounts, groups and support.

Useful work.
Clear checks.

A repeated answer, a malformed tool request or unfinished thinking can interrupt useful work. Twelve correction components now run inside StudioC’s server, alongside Harness permissions that keep people in charge of actions.

97.35%

Core capability retained.

The current compressed 27B model, thinking enabled, compared with the full-precision model across seven benchmarks.

11.69 GB

Measured peak at 32K.

Model plus context on Apple silicon. Reproduced in 3 of 3 runs; acceptance on a real 16 GB machine remains open.

65/65

Correction tests passed.

Software checks for the twelve integrated components. A replay of 1,876 generations found zero content violations.

Current 32K checks: 19/20 fact retrieval and 7/10 instruction constraints. Native tool-task score: 44/60, versus the original model’s 45/60 (97.78% retention). This measures task success, not tool-format validity. Broader live reliability and deployment acceptance continue.

Explore the results and controls

Your next
chapter.

Start with a workflow that matters to your team. We’re preparing closed pilots with businesses, with installation and support through LocallyAI AU.

Discuss a pilotPilot preparation · Regular and compressed-model deployment planned
Which models will it run?

The Harness supports regular models. We also plan to ship installations with StudioC-compressed models, selected for the hardware and workload. Our current 27B model is a release candidate; hardware, security and deployment acceptance still need to be completed. E-RLM remains a separate research project.

Release & licensing

Not publicly released. We plan to make the code available, free for personal and business use, under a licence still being decided. Embedding it in another product will require approval and may carry a fee.

A smaller
footprint.

Explore the models, runtimes and ideas coming out of StudioC.

Explore our research