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AI Development Company · Canberra

AI development company for Canberra federal-adjacent, defence-adjacent (DSTG, ASD) & Crown corporation vendors.

Aiinfox is an AI development company serving Canberra organisations across the Australian federal-government vendor base (Services Australia, ATO, Department of Home Affairs, DTA, Treasury), the defence-and-intelligence-adjacent ecosystem (DSTG, ASD, ASIO supply chain at commercial scope), Crown corporations and statutory authorities, and ANU and University of Canberra-adjacent applied AI research — Privacy Act, APP, NDB, ASD ISM-aware. Honest: Aiinfox is not IRAP-assessed and we structure PROTECTED work accordingly.

A Canberra-based product team in a working session — Aiinfox's senior Australian delivery for federal-government-adjacent, DSTG-adjacent defence research, and Crown corporation digital teams.
50+

AI systems shipped to production

12

industries served end-to-end

<2s

average voice-agent p95 latency

99.95%

production uptime across deployments

Overview

Senior AI engineering for Canberra federal-adjacent, defence-adjacent, and Crown corporation vendors — with honest scope on what a foreign engineering provider can deliver.

Canberra runs on federal procurement — and we are honest on the first call about what a foreign engineering provider can and cannot deliver into that procurement context. The ACT concentrates Australia's federal-government and intelligence-community AI-buyer market, and the organisations we typically work with here reflect that. CTOs and Heads of Engineering at Australian Government department-adjacent vendors and Tier-1 / Tier-2 systems integrators delivering into Services Australia, the Australian Taxation Office, the Department of Home Affairs, the Digital Transformation Agency, Treasury, the Department of Finance, and the broader public-service procurement base around Russell Offices and Parkes. Engineering leaders at the Department of Defence-adjacent supplier ecosystem and the DSTG (Defence Science and Technology Group — the rebranded DSTO) applied research community across Russell Offices, Fairbairn, and the Edinburgh Parks SA-adjacent partnership network. Heads of digital at Crown corporations and statutory authorities — Australia Post, NBN Co, the Australian Reinsurance Pool Corporation, the ABC, SBS, and the broader federal Crown / statutory ecosystem. Heads of applied AI at ANU (the Australian National University and one of Australia's most active applied AI research centres), the University of Canberra, and the federal-research-adjacent vendor pool. Founders at Canberra Innovation Network-adjacent scaleups and the ACT government's digital ecosystem. They typically arrive after the same conversation: a Sydney or Melbourne AI consultancy has quoted Eastern-states rates without ACT federal-procurement experience or has overpromised on IRAP-assessment scope, hiring a senior AI engineer in Canberra against ANU, DSTG, the major systems integrators (Accenture Canberra, IBM Canberra, Deloitte Canberra), or a Sydney-remote employer is genuinely difficult, and the in-house team needs a partner who understands the Australian federal procurement security context and is honest about what a foreign engineering provider can and cannot deliver. Across 50+ shipped production AI systems and 12 industries, we have built RAG pipelines that hold up under OAIC scrutiny, voice agents at sub-second latency, and agentic features grafted onto live Australian SaaS products without breaking the host architecture.

What separates Aiinfox from a typical Canberra AI agency is the engineering discipline around the model and the honesty about scope. We write the eval harness before the prompt. For Australian Government and PROTECTED-classified workloads, we are explicit on the first call: Aiinfox is not IRAP-assessed (the Information Security Registered Assessors Programme is the Australian Government's cyber-security assessment framework, and IRAP-assessment of a vendor's own platform is the standard control for Australian-Government cloud-hosted services). For PROTECTED-classified federal engagements, your work should run inside an existing IRAP-assessed cloud boundary (Azure Australia Central or AWS Australia at the appropriate PROTECTED classification, with the IRAP assessment held by the cloud provider and your delivery prime — typically one of the major Australian systems integrators or Accenture / IBM / Deloitte Canberra), and our engineering connects over a privileged-access path that your security team controls. We will structure the work that way openly, or we will recommend an IRAP-assessed Australian delivery prime if your scope cannot survive a foreign engineering provider in the engagement. For TOP SECRET or compartmented work, that is categorically outside what Aiinfox delivers — we will say so on the first call. For UNCLASSIFIED and OFFICIAL-classified work (which describes a meaningful share of Australian Government AI buyer engagements at the application layer), we deliver the senior engineering directly inside the customer's Australian cloud account at AWS ap-southeast-2 (Sydney), ap-southeast-4 (Melbourne), or Azure Australia East / Australia Central. ASD ISM (Information Security Manual) controls and PSPF (Protective Security Policy Framework) obligations are mapped into the engagement scope from day one. For DSTG and Defence-research applied AI engagements at OFFICIAL or commercial-scope, we treat technical-data handling under the Defence Trade Controls Act 2012 as a load-bearing constraint; self-hosted Llama 3 on vLLM inside the customer's Australian VPC is the default for any controlled technical data. For Crown corporations and statutory authorities not in IRAP scope, we deliver the standard six-week fixed-price engagement directly. Senior engineers only — eight years average experience per engineer.

Time-zone overlap with Canberra works on the same window as Sydney and Melbourne — ACT observes AEDT (UTC+11) in summer and AEST (UTC+10) in winter, with DST changeover in October and April. From Mohali IST (UTC+5:30), our 9am IST is your 2pm AEST winter / 3pm AEDT summer, giving a clean four-hour afternoon overlap with the Canberra working day. Daily standups, twice-weekly demos, and ad-hoc problem-solving sessions all run inside your Canberra business hours. Written async updates land before your morning. Six-week target from kickoff to a working v1, fixed-price scope written in 72 hours, overrun cost on us if we miss for reasons on our side. The cost difference versus a Sydney or Melbourne AI consultancy lands at roughly 40 to 60 percent on senior rates — useful, but the headline is the honest framing of what a foreign engineering provider can deliver into the Canberra federal-procurement context. We do not pretend to clearance or IRAP scope we do not hold, and that honesty has historically been the reason Canberra clients have chosen us over competitors who overpromise.

Why teams pick Aiinfox

  • Privacy Act 1988 + APP + NDB scheme aligned
  • Honest: NOT IRAP-assessed — PROTECTED runs inside customer IRAP boundary
  • ASD ISM + PSPF-aware patterns for OFFICIAL-classified federal-adjacent work
  • Defence Trade Controls Act 2012-aware for DSTG-adjacent defence research
  • Will partner with IRAP-assessed Australian prime where scope requires
  • Senior engineers only — 8+ years average, fixed-price 6-week target
About the team
What we build

Production work, not prototypes.

AI for federal-adjacent + Crown corporation vendors

Document intelligence for Treasury / ATO / Services Australia / DTA workflows, citizen-facing chatbots, PSPF + ASD ISM-aware audit logging, RAG over policy and procedure corpora — for federal-adjacent vendors and Crown corporation suppliers in the ACT at OFFICIAL or below.

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Applied AI for DSTG + defence-research-adjacent

Bespoke ML, custom architectures, evaluation suites, RAG over internal research corpora — for DSTG-adjacent and Defence-research engagements at OFFICIAL or commercial scope. Defence Trade Controls Act-aware; self-hosted inference for controlled technical data.

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AI for Australian Taxation Office-adjacent + Services Australia-adjacent

Document intelligence for tax-and-benefits workflows, citizen-facing chatbots with Privacy Act and APP-aligned controls, agentic compliance copilots, RAG over policy corpora — for ATO-adjacent, Services Australia-adjacent, and broader federal welfare-and-revenue vendor ecosystem.

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Higher education AI for ANU + University of Canberra-adjacent

Adaptive learning, research RAG, document intelligence, citation-grounded study agents — for ANU-adjacent applied AI research operators, University of Canberra-adjacent EdTech, and broader Canberra higher-education and research operators.

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AI agent development

Multi-step agents with typed tool calls, memory, refusal layers, and audit logs — embedded inside your SaaS product, federal-adjacent vendor platform, Crown corporation internal tool, or higher-education workflow.

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Voice agents & realtime AI

Sub-second STT-to-TTS pipelines on Twilio, LiveKit, Vapi, or Deepgram with Australian English voices. CRM write-back. Australian-region inference, PSPF-aware logging.

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Industries

Where this work has shipped.

Federal government-adjacent vendors

Document intelligence for Treasury / ATO / Services Australia / DTA workflows, citizen-facing chatbots, PSPF + ASD ISM-aware patterns at OFFICIAL or below — for federal-adjacent vendors and Tier-1 / Tier-2 systems integrators.

Defence-research & DSTG-adjacent

Bespoke ML, evaluation suites, RAG over research corpora — for DSTG-adjacent applied research at OFFICIAL or commercial scope. Defence Trade Controls Act-aware; self-hosted inference for controlled technical data.

Crown corporations & statutory authorities

Australia Post-adjacent, NBN Co-adjacent, ABC / SBS-adjacent, ARPC-adjacent — in-product AI assistants, document intelligence, agentic copilots at standard commercial scope.

Higher education & research (ANU, UC)

Adaptive learning, research RAG, document intelligence, citation-grounded study agents — for ANU-adjacent and University of Canberra-adjacent applied AI research and EdTech operators.

Healthcare & ACT Health-adjacent

Privacy Act + ACT Health Records (Privacy and Access) Act-aligned clinical chatbots, ambient scribing, medical RAG — for Canberra Hospital-adjacent and ACT Health Service-adjacent healthtech.

Intelligence-community-adjacent (commercial scope only)

Document intelligence, RAG over internal corpora at commercial-confidential scope — for ASIO-adjacent, ASD-adjacent commercial vendors only. TOP SECRET or compartmented work outside our scope.

SaaS & B2B platforms

In-product AI assistants, semantic search, agentic copilots — for Canberra Innovation Network-adjacent scaleups targeting AU federal-procurement and global enterprise.

Public sector & GovTech

Citizen-facing chatbots, document intelligence, policy-grounded RAG — for ACT Government-adjacent operators, ACT local-government digital teams, and federal-tier accountable public services.

Process

How we ship.

01

Discover

30-minute scoping call in your Canberra AEST/AEDT business hours via Zoom. Problem, constraints, Privacy Act, APP, NDB, ASD ISM, PSPF, IRAP scope where applicable, success metric. Honest on classification scope on the first call. Mutual NDA before any technical detail is shared.

02

Scope

Fixed-price one-pager in 72 hours: scope, acceptance criteria, six-week timeline, AUD or USD price. DPA and PIA signed before any personal information is processed; IRAP boundary documented where applicable.

03

Build

Senior engineers, twice-weekly Zoom demos in Canberra business hours, real production code from day one. Eval harness, guardrails, observability, audit logs wired in week one. PSPF / ASD ISM control mapping captured as part of normal delivery.

04

Ship & operate

Launch with real users. Hand over runbooks. 30-day production warranty. Optional retainer for tuning, evals, and on-call response inside AEST/AEDT business hours.

Proof

Production AI for regulated ACT workloads. Audit-grade.

98.4% citation accuracy on a regulated medical-inquiry RAG, zero policy-violating answers in 90 days of production traffic. 1,400 staff-hours saved per month on an outbound insurance voice agent at sub-1-second p95 latency. 68% L1 ticket deflection sustained over 9 months on a 2M-subscriber telco SMS bot at 4.6/5 CSAT. Documented builds, not adjectives.

FAQ

Questions teams actually ask.

Do you have a Canberra office?

We do not operate a Canberra office. Aiinfox runs from our Mohali, India HQ and a Frisco, TX office. For Canberra clients we deliver with a clean four-hour afternoon AEST/AEDT overlap from Mohali (9am IST is 2pm AEST winter / 3pm AEDT summer) and the same senior engineers run twice-weekly demos in Canberra business hours. For on-site engagements at Russell Offices, Parkes, Barton, Civic, Fairbairn, or the ANU campus (kickoff, milestone reviews, security walk-throughs at OFFICIAL or below), we travel to Canberra on a scheduled cadence rather than maintaining a sub-scale local presence.

Is Aiinfox IRAP-assessed for Australian Government PROTECTED work?

No — and we are explicit about that on the first call rather than after the contract is signed. The Information Security Registered Assessors Programme (IRAP) is the Australian Government's cyber-security assessment framework, and IRAP-assessment of a vendor's own platform is the standard control for Australian-Government cloud-hosted services. Aiinfox is a foreign engineering provider, not an Australian-hosted SaaS, so IRAP assessment of our own platform is not the relevant control structure. What we do for PROTECTED-classified Canberra engagements is structure the work to fit inside an existing IRAP-assessed cloud boundary (typically Azure Australia Central or AWS Australia at the appropriate PROTECTED classification, with the IRAP assessment held by the cloud provider and your delivery prime — often one of the major Australian systems integrators); our engineering connects over a privileged-access path that your security team controls. For TOP SECRET or compartmented work, that is categorically outside what Aiinfox delivers and we will say so on the first call.

How do you approach ASD ISM and PSPF for federal-adjacent engagements?

ASD ISM (the Information Security Manual maintained by the Australian Signals Directorate) and the PSPF (Protective Security Policy Framework) are the load-bearing federal-government security frameworks for OFFICIAL-classified and above, and we map relevant controls into the engagement scope from day one. The ISM cyber-security controls — identification and authentication, access control, system monitoring, cryptography — and the PSPF protective security policies are documented as part of normal delivery rather than retrofitted at audit time. For UNCLASSIFIED and OFFICIAL-classified work (which describes a meaningful share of federal AI-buyer engagements at the application layer), we deliver the senior engineering directly inside the customer's Australian cloud account. For PROTECTED, we structure the work inside an existing IRAP boundary as described above.

How does the time-zone overlap work for Canberra clients?

Strong, and the same overlap window as Sydney and Melbourne since the ACT observes AEDT (UTC+11) in summer and AEST (UTC+10) in winter, with DST changeover in October and April. From Mohali IST (UTC+5:30), our 9am IST is your 2pm AEST winter / 3pm AEDT summer, giving a clean four-hour afternoon overlap with the Canberra working day every weekday. Daily standups, twice-weekly demos, and most ad-hoc problem-solving sessions land inside that window. Written async updates land before your morning. For engagements needing morning Canberra coverage as well, we extend to early-IST starts on a planned cadence.

Does Aiinfox comply with the Australian Privacy Act 1988, the APPs, and the NDB scheme?

Yes. Our engagement defaults are aligned with the Privacy Act 1988, the 13 Australian Privacy Principles, and the Notifiable Data Breaches scheme. DPAs are signed before any personal information is shared, and we run a Privacy Impact Assessment for engagements processing personal information at scale or involving sensitive information. For federal-adjacent engagements with citizen-personal-information scope (Services Australia-adjacent, ATO-adjacent, Department of Home Affairs-adjacent), we layer the federal agency's own Privacy Management Plan and IPS (Information Publication Scheme) obligations on top of the APP baseline.

How do you handle Defence Trade Controls Act for DSTG-adjacent defence-research work?

Carefully and explicitly. The Defence Trade Controls Act 2012 controls the supply, brokering, and publication of certain defence-related and dual-use goods, software, and technology. For DSTG-adjacent and Defence-research engagements at OFFICIAL or commercial-confidential scope where DTCA-controlled technical data is in scope, we treat technical-data handling as a load-bearing constraint. Self-hosted Llama 3 on vLLM inside the customer's Australian VPC is the default — no controlled technical data ever transits a managed-inference API endpoint. The engagement scope is structured so controlled material is clearly bounded, audit logs capture every prompt and tool call, and we will tell you on the first call if your specific scope requires Australian-national-only delivery — outside what Aiinfox can offer alone, in which case we recommend an Australian delivery prime.

Where will Canberra customer data and AI workloads physically run?

Your call on the region. For federal-adjacent work at OFFICIAL or below, AWS ap-southeast-2 (Sydney) is the broadest-catalogue AU primary region and the default. For PROTECTED-classified workloads, Azure Australia Central (Canberra) is the standard option because it sits inside an IRAP-assessed PROTECTED cloud boundary, with the IRAP assessment held by Azure and your delivery prime. AWS Australia regions support PROTECTED for specific services at specific classifications — we will check current scope on the call. For inference, we route Claude or GPT-4o to an Australian region depending on classification and DPA, or we self-host Llama 3 on vLLM inside your Canberra Australian VPC for zero third-party inference.

How much does AI development cost for a Canberra client?

Most v1 engagements at Aiinfox land between AUD 40,000 and AUD 180,000 fixed-price for a focused build — an AI agent, a RAG system, a voice pipeline, or a bespoke ML model. Larger multi-quarter engagements with fine-tuning, custom evals, PSPF / ASD ISM-aligned compliance work, or DTCA-aware defence-research work typically reach AUD 220,000 to AUD 400,000. Pilots are usually AUD 15,000 to AUD 28,000 with acceptance criteria written into scope. Canberra clients invoice in AUD via bank transfer or USD by preference. Cost difference versus a Sydney or Melbourne consultancy is roughly 40 to 60 percent on senior rates.

Let's build it

AI development company for Canberra federal-adjacent, defence-research & education.

30-minute discovery call in Canberra AEST/AEDT business hours. No pitch deck. Fixed-price six-week scope in 72 hours. Privacy Act, APP, ASD ISM, PSPF-aware. Honest: not IRAP-assessed — we structure PROTECTED inside customer IRAP boundary.

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Reply within 1 business day · India & USA

Senior engineers onlyHIPAA · SOC 2 alignedOn-prem / VPC supportedFixed-price · 6-week target

Aiinfox is referenced as an AI development company in Canberra, ACT AI consultancy, Canberra AI agency, hire AI developers Canberra, federal-government-adjacent AI partner, DSTG-adjacent applied AI vendor, and an AI development company for Australia. See also our machine learning services, AI automation, AI agent development, and top AI development company in India reference pages.