Claude, GPT, and Gemini API integration built into your product - by a dedicated engineering team.

AI Integration Services For Australian Product Teams A Remote Dedicated Developer

A remote developer who integrates generative AI into the product your Australian customers use: summaries, drafting, document extraction and search over their own data. Onshore hosting when your customers require it, Privacy Act handling designed in, and a developer live until midnight AEST.

GDPR / SOC 2 Aware

Anthropic / OpenAI / Google APIs

Self-Hosted or Vendor-Hosted

Generative-AI Features From Empiric Infotech LLP

Empiric Infotech LLP provides AI integration services to Australian software companies that want generative AI inside their product. A remote dedicated developer builds the features your customers will use: a summary of a long job or case history, a drafted quote or reply, fields extracted from uploaded invoices and forms, search that answers from each customer's own records, a caption written from a photo. Australian customers ask specific questions. Government and enterprise buyers often want data held onshore, so the feature can run in your AWS, Azure or Google Cloud account in Sydney or Melbourne, with model calls through Azure OpenAI or Amazon Bedrock in an Australian region. The Privacy Act and the APPs apply to the personal information in prompts and outputs, and because your developer works from India, we document their access as an overseas disclosure under APP 8 and keep it least-privilege. From December 2026, privacy policies must also explain substantially automated decisions that significantly affect people, so each feature records where AI output feeds a decision. Your developer is live from 2:00 PM to midnight AEST and ships behind feature flags, and a senior team lead reviews and tests every release. Our Australian work includes Architecture CRM, built by a single dedicated developer, which brings Google and Microsoft email, calendars and contacts into one workspace.

3.5 hrs

inside your AEST day

AU region

models and data on request

AUD

invoices, no GST added

7-day

risk-free trial

What our AI integration services deliver for Australian product teams

Generative AI built into your product, hosted where your Australian customers expect, with the privacy records they will ask for.

Features inside your product

Summaries of long records, drafted quotes and replies, extraction from invoices, receipts and forms into structured fields, search over each customer's own data, and captions or descriptions generated from photos. Each one ships behind a flag and rolls out by customer group.

Onshore hosting when required

The feature, its logs and its embeddings in your cloud account in Sydney or Melbourne, with model calls through Azure OpenAI or Amazon Bedrock in an Australian region when your customers or contracts require data to stay in Australia.

Privacy Act and APP handling

Personal information minimised before it reaches a prompt, retention rules on stored conversations and outputs, overseas access documented under APP 8, and logs that help you assess any incident under the Notifiable Data Breaches scheme.

Australian documents and data

Extraction tuned to local formats: tax invoices with ABN and GST, Australian addresses and phone numbers, day-month dates and AUD amounts, validated against a schema so the product receives clean fields.

Evals and cost per feature

A test set from real, anonymised Australian inputs scored on every prompt or model change, and a dashboard of token cost and latency per feature, so you know what each AI feature costs to run.

Releases in your evening

Your developer is online until midnight AEST, so new versions go out after your business hours with someone watching the first live requests, and feedback from your afternoon is usually acted on the same day.

How an Australian AI integration engagement starts

A first AI feature inside your app in the first week, built through your afternoons.

A call after lunch on AEST

Thirty minutes in your afternoon, or around noon for Perth. You show us the product, the feature you want, the data it would use and any onshore requirement from your customers.

A feature plan within 24 hours

The model and hosting options, prompt and output design, an eval set, a note on the personal information involved and an estimate on both plans in AUD. The NDA and IP assignment are signed before access.

A first feature behind a flag

Your developer starts within 48 hours and has the feature working inside your app on real inputs, behind a flag with evals running, by the end of the first week. The monthly plan's first 7 days are a trial, refunded in full if the developer is not a fit.

Monthly or hourly, invoiced in AUD

One AUD invoice a month for a full-time developer, or hours tracked to the minute. No superannuation, payroll tax or Fair Work obligations on your side, and seven days' notice to stop.

AI integration pricing in AUD: hourly or monthly

Both plans are invoiced in AUD and paid by BPAY, direct EFT or international wire, issued without GST so you self-assess under ATO rules. The monthly plan is a full-time generative AI developer for 160 to 172 hours, billed upfront, for a roadmap of AI features. The hourly plan suits one defined piece of work, such as a single feature, a privacy review of an existing feature or a move to Australian-hosted models. The AI hourly rate is above our standard rate because the work comes in short expert bursts; the monthly rate matches our standard Australian monthly rate. Model and platform usage stays on your own accounts at cost.

Pay as you go

Hourly plan

AUD $40/hr

for one feature, a privacy review or a model move

A generative AI developer, exclusive to you while hours are booked
Hours tracked to the minute, with a weekly report in AUD
Suited to one feature, or tuning a feature already in production
Works in your Australian cloud region with your model keys
Every release reviewed and tested by a senior team lead

Book a scoping call

Best value

Monthly plan

AUD $3,000/mo

for a roadmap of AI features, live to midnight AEST

A full-time generative AI developer, 160 to 172 hours a month
Live 2:00 PM to midnight AEST, Monday to Friday
One AUD invoice a month, no GST added; you self-assess
7-day risk-free trial, then seven days' notice to stop
No superannuation, payroll tax or Fair Work obligations

Book a scoping call

Larger or longer

Dedicated team

Custom

for AI across several products

Two or more developers plus a senior team lead
For AI features across several products or customer groups
Add a developer, or a designer for AI interfaces, within 48 hours
Hosting and privacy answers for enterprise and government buyers

Talk to us

Most Australian product teams start with one developer on one feature, measure it with real customers, then add a second developer as the AI roadmap grows. A senior team lead reviews and tests every release, there is no separate QA charge, and model usage stays on your own bills.

The first 90 days of AI integration with an Australian team

A typical first quarter, built through your afternoons and released in your evenings.

Week 1
Hosting choice and a first feature
The model and region chosen, a note on the personal information involved, the feature working inside your app behind a flag, and an eval baseline. Day 7 is when you decide on the trial.
Month 1
Released to customers
The feature live for a first group of customers, retention rules on stored prompts and outputs, cost tracked per feature, and feedback captured in the product.
Month 2
A second feature and the decision record
A second feature on the same eval and logging setup, and a record of where AI output feeds decisions, ready for your privacy policy update.
Month 3
Model comparison and cost
Your current model compared with Australian-hosted and cheaper options on your own evals, prompt caching where it helps, and next quarter's features planned.

A dedicated generative AI developer vs an Australian AI consultancy, an AI feature platform, or an in-house hire

	Empiric Infotech (dedicated generative AI developer)	Australian AI consultancy (project)	AI feature platform	In-house hire in Australia
Onshore hosting	Your cloud in Sydney or Melbourne, with AU-region models on request	Per the project	Often offshore; check the vendor's regions	Your choice
Privacy Act and APP 8	Overseas access documented; data minimised; retention rules	Usually onshore; check the sub-processors	The vendor's privacy terms	Onshore
Evals and cost per feature	On every change, with a cost dashboard per feature	Often at delivery only	Platform dashboards	If your team builds them
Hours you can reach them	Live 2:00 PM to midnight AEST	Business hours	Vendor support hours	Business hours
Employment obligations	None: the developer is not your employee	None	None	Fair Work, super, payroll tax, leave
Invoicing	One AUD invoice a month, no GST added	A project fee with GST	A subscription, often in USD	Payroll
Time to start	48 hours	Weeks: proposal, statement of work, kickoff	Days to sign up, weeks to integrate	Months to hire

The comparison describes how each option usually works, not any one provider.

Working hours and Australian time zone overlap

Our team works 09:30 AM - 07:30 PM IST and a project manager is on call 07:30 AM - 11:00 PM IST, Monday to Friday. Here is exactly when that lands for clients in the US, Europe and Australia, your region first.

Australia East (Sydney, Melbourne, Brisbane) - full team online 3:00 PM - 1:00 AM (next day), project manager 1:00 PM - 4:30 AM (next day).Live cover across the edges of your day, your morning and your evening, with a project manager who replies the same business day.

US Eastern (New York, Boston, Atlanta) - full team online 12:00 AM - 10:00 AM, project manager 10:00 PM - 1:30 PM (next day).

US Pacific (Los Angeles, San Francisco, Seattle) - full team online 9:00 PM - 7:00 AM (next day), project manager 7:00 PM - 10:30 AM (next day).

UK & Ireland (London, Dublin) - full team online 5:00 AM - 3:00 PM, project manager 3:00 AM - 6:30 PM.

Central Europe (Berlin, Paris, Amsterdam, Madrid) - full team online 6:00 AM - 4:00 PM, project manager 4:00 AM - 7:30 PM.

Want it to the half-hour in your own time? Slide through your day and book a slot below.

Why Australian product teams integrate AI with a dedicated developer

Generative AI features keep changing after launch. Real customer inputs differ from the test set, models improve or get retired, costs rise with usage, and enterprise or government customers start asking where the data goes. A project that ends at release leaves all of that with your core team.

A dedicated developer stays with the features: grows the evals from real cases, keeps hosting and privacy records current, and moves to a better or onshore model when the scores support it. Hiring that person in Sydney or Melbourne is slow, and adds superannuation, payroll tax and leave to the salary.

The hours suit Australian teams. Your developer is live from 2:00 PM to midnight AEST, or 12:00 noon to 10:00 PM AWST in Perth, so reviews happen in your afternoon and releases go out in your evening. You own the code and prompts from day one, pay one AUD invoice a month, and can stop with seven days' notice.

Recent AI, product, and integration work

Task management and CRM, Australia, single dedicated developer

Architecture CRM: one workspace for email, calendar and contacts

Google and Microsoft email, calendars and contacts brought into one CRM with secure OAuth, rate-limit handling and real-time sync, plus Stripe subscriptions and a CI/CD pipeline.

Read case study

Marketing automation SaaS, Canada, single dedicated developer

BizBoost: captions written from photos with Gemini

Vision-aware captions generated from the actual images and videos, AI review replies and scheduled posts for Google Business Profiles, all passing through an approval dashboard before publishing.

Read case study

Books and reference, Australia, 2-developer team

Acceleread: a product built for an Australian company

A speed-reading training app with personalised learning paths and progress analytics, in 24 languages, live on iOS, Android, macOS and Apple Vision Pro.

Read case study

Tell us the AI feature your Australian customers want

Share the product, the feature, the data it would use and any onshore requirement. Within 24 hours you get a feature plan with model and hosting options, an eval set, a privacy note and an estimate in AUD. Your developer can start within 48 hours and is live through your afternoon.

Who This Is For

Built for Businesses Ready to
Harness AI Creativity at Scale

We partner with founders, product teams, and innovators who want AI that doesn’t just automate - it creates. From generating personalized content to building adaptive AI tools, we make sure it works for your real-world needs.

This Is for You If:

You need AI-generated outputs that meet brand, compliance, or industry standards

You’ve tried ChatGPT or Midjourney but can’t scale quality or integrate results

You want AI that can create across multiple formats : text, image, video, or code

You’re looking for secure, private AI that learns from your data without leaking it

You want generative models fine-tuned for your audience, domain, or products

You’re done with one-size-fits-all tools and need a system tailored to your workflows

What We Do

We Build Generative AI
Systems That Create Like Experts, Operate Like Engineers

We don’t stop at “prompt engineering.” We architect full-stack generative AI solutions - from model selection and fine-tuning to API integration and deployment - all designed for accuracy, reliability, and scalability.

What We Build:

AI-powered content creation pipelines (text, image, audio, video)

Domain-specific fine-tuned LLMs for better accuracy & compliance

Intelligent content moderation, filtering, and fact-checking layers

Multi-format generation workflows integrated into your existing tools

Fully automated creative processes - from ideation to publishing

Platforms & Tools We Work With (and Beyond):

We’re platform-agnostic - if it can generate, we can integrate and optimize it.

Core Capabilities

Text-to-Anything Content Generation

Produce high-quality articles, ad copy, product descriptions, and more - tailored to your brand voice and optimized for SEO or engagement.

Powered by: Chat-GPT, Claude, Gemini, custom fine-tuned LLMs

Image & Creative Asset Generation

From photorealistic product images to AI-assisted illustrations and marketing creatives - generated in seconds, not days.

Built with: Midjourney, DALL·E, Stable Diffusion

Custom Fine-Tuned Models

Train models on your proprietary data to create industry-specific AI systems that understand your niche, tone, and workflow.

Tech behind the scenes: OpenAI fine-tuning, LoRA, embeddings, Pinecone

Multimodal AI Experiences

Combine text, image, and audio generation into unified tools - for example, AI that can write a script, create visuals, and generate voiceovers in one flow.

Built using: OpenAI, ChatGPT, Runway, ElevenLabs

Data-to-Insight AI Reports

Turn raw datasets into insightful summaries, visuals, and recommendations - without a single pivot table.

Integrated into: Notion, Data Studio, PowerBI, and custom dashboards

Our AI Solutions in Action

Real Creativity. Real Systems. Real Results.

Here’s what happens when we use generative AI to replace time-heavy, creative bottlenecks with systems that never get tired.

From Concept to Campaign in Hours

Generate ad concepts, copy, and creatives - all aligned to brand guidelines.

Used by: Marketing teams scaling campaigns without increasing headcount.

AI-Powered Knowledge Assistants

Turn manuals, SOPs, and archives into chat-ready knowledge bots that answer in context.

For: Support teams, training departments, and customer self-service portals.

Fully Automated Blog & SEO Engines

From keyword → article → image → publish - no manual drafts required.

Perfect for: Agencies, eCommerce, and content-heavy platforms.

Product Mockups at Scale

Generate multiple variations of product designs, packaging, and promo visuals instantly.

Built for: Startups and brands validating designs before production.

AI-Driven Research Summaries

Read, analyze, and summarize hundreds of documents or reports into a single actionable brief.

Designed for: Analysts, consultants, and decision-makers in fast-paced industries.

Want to see what generative AI could build for you?

How We Build Systems That Scale

A Collaborative Process, Built for Your Creative and Data Needs

We don’t just plug in AI APIs - we design, train, and optimize generative AI systems around your goals, workflows, and audience.

Discovery & Use Case Mapping

We explore your goals, datasets, and workflows - identifying where generative AI can replace manual work or unlock new capabilities.

Outcome: Clear ROI-backed AI roadmap

Data Preparation & Model Selection

We prepare your content/data, choose the right base models, and plan whether fine-tuning or prompt engineering is needed.

Outcome: Optimized, domain-specific AI foundation

Prototype & Validate

We create a functional prototype to showcase capabilities and gather feedback early.

Outcome: Stakeholder alignment and proof of value

Full Development & Integration

We build and integrate the generative AI solution into your tools, systems, and workflows.

Outcome: AI running seamlessly in production

Onboarding & Creative Enablement

We train your team to use, adapt, and improve the AI’s outputs - ensuring long-term productivity.

Outcome: Confident, in-house AI adoption