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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 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. Approve writes before they happen. Or allow broader actions within the permissions you set. A denied permission always 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.

From almost.
To done.

AS WRITTEN287/300
WITH AUTOMATIC CORRECTION300/300

Automatic correction of malformed structured tool calls. Same prompts. Same stock 4-bit model. Better system behaviour, without changing model weights.

Inside the measurement

StudioC test set: 300 structured tool-call prompts. Also 12/12 on an Exercism-based code set, with tests rerun on a clean checkout. These results describe these test sets.

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 pilotClosed pilot preparation · Currently runs stock models
What can I run today?

The pilot workspace uses stock models, including Qwen3.8-27B, Qwen3.5-9B and Ornith models. Anneal and E-RLM remain research projects; they are not bundled as finished product capabilities.

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