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Voice Agent Development · Australia

Voice agent development for Australian teams that need calls to actually convert.

Aiinfox builds production voice agents for Australian organisations — sub-1s STT-to-TTS on Twilio, LiveKit, Deepgram, and ElevenLabs with Australian English voices. Privacy Act 1988 and APP-aligned audio handling, ap-southeast-2 deployment by default, APRA-aware for financial services. Senior engineers, fixed-price six-week scopes, native AEDT afternoon overlap.

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

Production voice agents for the Australian market — AU English, APP-aligned, ap-southeast-2 by default.

Most Australian organisations that call Aiinfox about voice agent development have already tried one. They either bought a US no-code voice platform with an American TTS voice that Australian customers reject in the first ten seconds (the vowels are wrong, the rising intonation is wrong, and the agent says 'check' instead of 'cheque'), or they paid a Sydney consultancy at Bay Area rates for a Twilio demo that worked on the test number and collapsed under real call volume. The buyers we work with — Heads of Customer Operations at APRA-supervised banks and AFSL holders, COOs at Sydney and Melbourne fintechs, RevOps leaders at Brisbane services platforms, technology directors at Perth resources operators, product directors at Australian healthtechs — share a starting point. The Australian senior-engineering market is small, hourly rates have climbed to Bay Area levels, and the local voice-AI consultancies that exist are either too small to staff a real engagement or too expensive to justify outside enterprise budgets. We exist for the gap between those two. Our reference voice deployments include an outbound insurance voice agent at sub-1-second p95 saving 1,400 staff-hours per month, a 4,000-calls-per-day inbound voice deployment, and 68% sustained L1 deflection over nine months on a 2M-subscriber messaging bot running the same dialog manager.

What makes Aiinfox a useful voice agent development partner for Australian clients in 2026 is the engineering discipline around the pipeline plus the data-sovereignty discipline around APP 8. We build on the stacks that scale under load — Twilio Programmable Voice with Australian DIDs and SIP trunking, LiveKit for WebRTC media, Deepgram Nova-3 or AssemblyAI for streaming STT with Australian English language packs under 250ms first-token, ElevenLabs or Cartesia for sub-200ms TTS with Australian English voices that hold the accent across an entire call (Sydney general, Melbourne, Queensland regional on request), and Claude Sonnet, GPT-4o, or GPT-4o-mini realtime for the dialog manager picked against your eval bar on your data. We pin LLM inference to AWS ap-southeast-2 (Sydney), AWS ap-southeast-4 (Melbourne), Azure Australia East, or GCP australia-southeast1 / southeast2 when the Australian Privacy Principles, your privacy officer, or your security review require Australian data sovereignty, and we will run the entire build inside your Australian cloud account when your security team prefers to own the runtime. Self-hosted Llama 3 on vLLM is supported for engagements that cannot route to overseas APIs under APP 8. Audit logs land on every turn — STT transcript, model prompt, tool calls, tool results, TTS output, and operator identity — exportable for an OAIC inquiry or an internal compliance review. PII redaction patterns cover TFN, Medicare numbers, driver licence numbers, and ABNs in customer context. For federal and defence-adjacent engagements, we structure the build to fit inside the customer's existing IRAP-assessed environment — Aiinfox itself does not currently hold an IRAP assessment, and we say so explicitly.

Time-zone overlap with Australia is one of our better windows for voice work. AEDT is UTC+11, IST is UTC+5:30 — our 9:30am IST is your 3pm AEDT, a strong four-hour afternoon overlap with the Sydney, Melbourne, and Brisbane working day. AEST (winter) shifts the overlap by one hour but the pattern holds. For Perth (AWST, UTC+8), our 9:30am IST is your noon AWST — almost a full working afternoon together. Daily standups, twice-weekly demos playing back real call traces with latency-per-turn and conversion numbers, and ad-hoc debugging when a barge-in regression hits production all land inside your business hours without late-night calls on either side. For voice incidents during peak AEDT traffic, an on-call engineer is reachable on the same SLA as a local Sydney consultancy. Six-week target from kickoff to a working voice agent v1, fixed-price scope in 72 hours, overrun cost on us if we miss for reasons on our side. Privacy Act-aligned DPAs are signed before any personal information or call recordings are processed, and a PIA is run for engagements processing audio at scale. The NDB scheme breach playbook is referenced in the DPA and tabletop-exercised in week one.

Why teams pick Aiinfox

  • Sub-1s p95 turn latency on production traffic
  • Australian English TTS — Sydney general plus regional voices on request
  • Privacy Act 1988 + APP 8 + NDB-aligned audit logs and breach playbook
  • AWS ap-southeast-2 / ap-southeast-4 / Azure AU East deployment by default
  • APRA + AUSTRAC-aware controls for regulated financial-services voice
  • Native 4-hour AEDT afternoon overlap; longer for AWST (Perth)
About the team
What we build

Production work, not prototypes.

Outbound voice campaigns

Renewal calls, missed-payment follow-ups, appointment confirmations, and lead-qualification voice for Australian insurers, lenders, and services platforms. Structured playbook with objection handling, Calendly or Salesforce calendaring, and a clean human-escalation path. Spam Act-aware contact governance built in.

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Inbound voice deflection

L1 inbound voice for billing, account questions, claims status, and appointment scheduling. Twilio inbound with Australian DIDs, LiveKit media, Deepgram AU English STT, ElevenLabs AU TTS, Claude or GPT-4o dialog manager. Confidence-based escalation to your live agents in Sydney, Melbourne, or Perth.

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Financial voice agents (APRA + AUSTRAC-aware)

KYC verification calls, collections, account servicing, and complaint-handling voice for APRA-supervised banks, AFSL holders, and Australian fintech. AUSTRAC-aware transaction disclosure controls, ASIC RG 271 internal-dispute-resolution-aligned escalation, audit logs on every call.

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Healthcare voice agents

Patient-inquiry, appointment reminder, and triage voice for Australian healthtechs and state health authorities. Privacy Act + state-level health privacy (HRIP NSW, HRA VIC, IP ACT QLD) aware data handling, ap-southeast-2 inference, PHI redaction on every turn.

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Voice plus CRM integration

Real-time call notes, opportunity creation, lead disposition, and pipeline updates written back to Salesforce, HubSpot, or your custom CRM during the call. Structured JSON output validated against your schema, idempotency keys to prevent duplicate writes.

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Voice agent takeover and rebuilds

Audit of a stalled voice deployment from a Sydney or Melbourne consultancy — latency telemetry, refusal rate, hand-off success, AU English voice quality, APP 8 compliance posture, CRM write-back. Smallest valuable change first, then the longer-term rebuild plan if one is needed.

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Industries

Where this work has shipped.

Financial services and banking

APRA + AUSTRAC-aware outbound and inbound voice for banks, neobanks, AFSL holders, and Australian lending platforms. ASIC RG 271-aligned dispute-resolution escalation; audit logs on every call.

Insurance and risk

Outbound renewal and missed-claim voice agents — 1,400 staff-hours saved per month on the reference deployment. The same stack delivers for Australian insurers, brokers, and underwriting agencies.

Healthcare and medtech

Privacy Act + state health privacy-aligned patient-inquiry, appointment confirmation, and triage voice for Australian healthtechs and state authorities. ap-southeast-2 inference; audit logs on every PHI touchpoint.

Telco and support

L1 inbound deflection at telco scale — 68% sustained L1 deflection on the 2M-subscriber messaging reference. The voice version of the dialog manager ships for Australian telcos and ISPs.

SaaS and B2B platforms

Voice-powered onboarding, customer-success outreach, and renewal calls embedded inside Sydney, Melbourne, and Brisbane SaaS scale-ups targeting AU, NZ, and SEA enterprise.

Utilities and energy

Outage notifications, payment reminders, and field-dispatch voice flows for Australian utilities and energy retailers. AER + state-regulator-aware vulnerability handling.

Resources and field operations

Inbound shift scheduling, safety check-in voice, and dispatch flows for Perth and Brisbane resources operators. Remote-site connectivity-aware fallback handling.

Govtech and public sector

Citizen-facing inbound voice for FOI-defensible enquiry handling, appointment scheduling, and service-status updates. Structured to fit inside customer-controlled IRAP-assessed cloud where required.

Process

How we ship.

01

Discover

30-minute scoping call in AEDT, AEST, or AWST. Call volume, latency target, compliance scope (Privacy Act, APP, APRA, AUSTRAC, IRAP boundary if applicable), CRM integration, success metric. Mutual NDA before any technical detail.

02

Scope

Fixed-price one-pager in 72 hours: voice pipeline architecture, eval set, six-week timeline, AUD or USD price. DPA and PIA signed before any audio or personal information is processed. NDB scheme breach playbook included.

03

Build

Senior engineers, twice-weekly demos in your business hours playing back real call traces with latency-per-turn and conversion numbers. Eval harness, refusal layer, audit logs, observability, and NDB playbook wired in week one.

04

Ship and operate

Launch on a controlled traffic ramp. Hand over runbooks, red-team suite, NDB breach playbook, and observability dashboard. 30-day production warranty. Optional retainer for tuning and on-call inside AEDT or AWST.

Proof

Voice agents that hold a real conversation. Sub-second latency.

Sub-1-second p95 on an outbound insurance voice agent saving 1,400 staff-hours per month and lifting renewal conversion by 28%. 4,000 calls/day handled on a single production deployment. 68% L1 deflection sustained over 9 months on a 2M-subscriber messaging bot running the same dialog manager. Documented builds, not adjectives.

FAQ

Questions teams actually ask.

How does time-zone overlap work for an Australian voice agent build?

Strong — voice is the workload where same-zone overlap matters most, and Australia is one of our better windows. India Standard Time is UTC+5:30, AEDT is UTC+11, so our 9:30am IST is your 3pm AEDT — a four-hour afternoon overlap with Sydney, Melbourne, and Brisbane working days every weekday. AEST (winter) shifts the overlap by one hour but the pattern holds. For Perth (AWST, UTC+8), the overlap is even stronger — our 9:30am IST is your noon AWST, giving most of an afternoon together. Daily standups and twice-weekly demos with real call traces (latency-per-turn, hand-off success, conversion numbers) run inside your business hours. Written async updates land before your morning standup. For voice incidents during peak AEDT traffic, an on-call engineer is reachable; for after-hours emergencies, a tech lead is on rotation.

Do the voice agents actually sound Australian?

Yes — and this is the question Sydney and Melbourne clients ask first. ElevenLabs and Cartesia both ship Australian English voices that hold a Sydney general or Melbourne accent across an entire call without drifting to American or British mid-sentence (a common failure mode of cheaper TTS that Australian customers notice within ten seconds — the vowels go wrong, the rising intonation disappears, the agent says 'check' instead of 'cheque'). Regional voices — Queensland, Western Australian — are available where the use case calls for them. For STT, Deepgram Nova-3 and AssemblyAI both handle Australian English including regional accent variation at production-grade word error rates; the failure mode of American-trained STT models misrecognising Australian vowels is something we test for explicitly in the eval set. We do voice auditions in week one — your team picks the voice on a real call sample with Australian reviewers, not on a marketing demo.

Is the voice stack Privacy Act and APP aligned for audio handling?

Yes. Engagement defaults align with the Privacy Act 1988 and the 13 Australian Privacy Principles. Call recordings, transcripts, and prompt logs are encrypted at rest and in transit; retention follows your policy (the agent does not retain audio indefinitely just because storage is cheap). Every model and tool call is audit-logged with timestamp, prompt version, model, input, output, and operator identity — exportable for an OAIC inquiry. A Privacy Impact Assessment is run for engagements processing audio at scale or operating on sensitive information. For APP 8 (cross-border disclosure of personal information), we explicitly map the data flow in your DPA — exactly where personal information is processed and which overseas endpoints (if any) receive it. PII redaction patterns cover TFN, Medicare numbers, driver licence numbers, and ABNs in customer context. The NDB scheme breach playbook is referenced in the DPA and tabletop-exercised in week one.

Where will Australian customer voice data physically run?

Your call. We default to AWS ap-southeast-2 (Sydney), AWS ap-southeast-4 (Melbourne), Azure Australia East (Sydney), Azure Australia Central (Canberra) for federal-adjacent work, or GCP australia-southeast1 (Sydney) / australia-southeast2 (Melbourne). For LLM inference, we route Claude (Anthropic), GPT-4o (Azure OpenAI Service Australia East), or self-hosted Llama 3 on vLLM inside your VPC — picked per your DPA's APP 8 third-party processing terms. Twilio voice media routes via Australian PoPs; Deepgram and ElevenLabs both offer Australian-region processing options with appropriate DPAs. For clients with strict no-overseas-inference requirements (federal-adjacent, defence, healthcare), we self-host the entire voice pipeline (Whisper STT, open AU English TTS, Llama 3 dialog manager) inside your ap-southeast-2 VPC.

Is the voice stack APRA-aware for Australian regulated financial services?

Yes for the controls that affect the voice agent. For APRA-supervised banks and authorised deposit-taking institutions, our DPA includes documentation required under CPS 230 (operational risk management) and CPS 234 (information security) for third-party arrangements — material risk assessment, sub-processor management, incident reporting, and exit and continuity planning. The voice agent's script governance, audit-log retention, and escalation pathways are documented to support APRA examination. AUSTRAC-aware controls cover transaction-related disclosures and suspicious-activity escalation on collections and account-servicing calls. ASIC RG 271-aligned internal-dispute-resolution paths are wired into the agent so a complaint is escalated to a human within the required timeframe. We do not provide regulatory advice; we build the controls and ship the audit logs your CRO and your APRA relationship manager can defend.

Is Aiinfox IRAP-assessed for federal or defence-adjacent voice agents?

No — Aiinfox itself does not currently hold an IRAP assessment, and we will not pretend otherwise. We are a foreign engineering provider, not an Australian-hosted SaaS, so IRAP assessment of our own platform is not the relevant control. What we do for federal and defence-adjacent voice clients is structure the engagement so the voice workload runs inside the customer's existing IRAP-assessed cloud boundary (typically AWS Australia or Azure Australia Central at PROTECTED classification); our engineers connect over a privileged-access path the customer's security team controls. If your engagement requires our own IRAP assessment, we will say so on the first call and recommend an Australian provider that holds one.

Can you take over a stalled voice agent deployment from a Sydney or Melbourne vendor?

Yes — voice takeover audits are routine. Step one is reading the call recordings and traces, the latency telemetry, the refusal-rate and hand-off-success numbers, the AU English voice quality, the APP 8 compliance posture, and the CRM write-back data. Step two is shipping the smallest valuable change to prove we understand the system — usually swapping in a true Australian TTS voice, fixing barge-in handling, the escalation threshold, or the CRM write-back race condition the previous vendor skipped. Step three is the longer-term rebuild plan if one is needed. Most voice takeovers we see did not need a full rewrite; they needed proper turn-detection, a confidence-based refusal layer, a voice that actually sounds Australian, and a senior engineer on the build.

How does cost compare to a Sydney voice AI consultancy?

Most v1 voice agent engagements at Aiinfox land between AUD $55,000 and AUD $200,000 fixed-price for a focused build — an outbound campaign, an inbound deflection flow, or an APRA-aware fintech voice agent. Larger multi-quarter engagements with custom fine-tuning, bespoke evals, IRAP-boundary integration work, multi-accent voices, and integration into a regulated platform typically reach AUD $250,000 to AUD $420,000. The cost difference versus a Sydney or Melbourne voice AI consultancy lands roughly 30 to 50 percent lower on senior rates — useful, but the headline is the engineer on your kickoff call writes your dialog manager, your CRM integration, your APRA-aware script logic, and your eval suite through launch. No swap-out to a junior pool mid-engagement.

Let's build it

Ready to ship a voice agent Australian customers will not hang up on?

30-minute discovery call inside AEDT or AWST. No pitch deck. Fixed-price six-week scope in 72 hours. Sub-1s latency, Australian English TTS, Privacy Act + APP-aligned — deployable inside your Australian cloud.

Book a discovery call

Reply within 1 business day · India & USA

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

Aiinfox is also referenced as a voice agent development company in Australia, hire voice AI developers Sydney, Melbourne voice AI consultancy, Privacy Act voice agent partner, APP-aligned voice vendor, APRA-aware voice agent partner, and a top AI development company in India delivering to Australian clients. Explore the parent service AI chatbot and voice agent development, the country pillar AI development company Australia, and adjacent practices including AI agent development, fintech AI development, and healthcare AI development. Documented proof: outbound insurance voice agent case study and the Twilio messaging agent case study.