Service · Custom AI development

evol·ai·tion / evolution with ai built in

Custom AI solutions built for your business.

Bespoke AI built around your data, your workflows and your compliance obligations. Designed and documented to be verified, with human oversight built in and everything kept onshore in Australia.

SpecAU
delivery10 to 16 weeks
modelscustom + leading LLMs
oversighthuman-in-the-loop
integrationyour existing stack
data_residencyAU · onshore

Capability · 01

What we build.

AI is a tool, the way Photoshop is for a photographer. Everyone has dabbled. Very few are experts at building it into real, compliant workflows. That is the work we do.

Custom AI assistants

Trained on your knowledge, embedded in your tools, with guardrails you set.

Document and data intelligence

Extraction, classification and analysis across your unstructured data.

Predictive and decision models

Models that score, forecast and recommend, with human oversight built in.

Use cases · 02

Where custom AI earns its place.

We only recommend AI where it genuinely improves the outcome over simpler automation.

01

Knowledge assistants

Answer staff and customer questions from your own documents and policies.

02

Document understanding

Read, classify and extract from contracts, claims and forms at scale.

03

Risk and fraud scoring

Flag anomalies and score risk, with a human making the final call.

04

Forecasting and planning

Predict demand, churn and capacity from your historical data.

05

Content and drafting

Draft first-pass responses and documents for your team to review.

06

Decision support

Surface the right information and recommendation at the point of decision.

Platform · 03

Enterprise-grade AI development stack.

Proven components, evaluated rigorously, hosted onshore.

Leading LLMsCustom modelsRAG pipelinesVector searchEvaluation harnessesGuardrailsAzure / AWSOnshore hosting

Not sure if AI is the right tool?

We will tell you honestly, on a free assessment or a 30-minute call.

Approach · 04

Built to be verified.

Bespoke does not mean a black box. Everything we build is documented for your risk team.

Human-in-the-loop

People stay in control of consequential decisions.

No provider training

Your data is not used to train third-party models, documented.

Evaluation and testing

Measured accuracy and behaviour before anything ships.

Guardrails

Strict boundaries on what the model will and will not do.

Full audit trail

Every action logged and reviewable end to end.

Documented for audit

Controls handed to your risk and compliance function.

Comparison · 05

Custom versus off-the-shelf.

Generic off-the-shelf AI

  • xTrained on unknown data, offshore
  • xYour data may be logged or reused
  • xGeneric answers, not your context
  • xHard to audit or explain
  • xNo accountability for outcomes

Evolaition custom AI

  • Built on your data, hosted onshore
  • No provider training, documented
  • Tuned to your workflows and rules
  • Evaluated, logged and explainable
  • Human oversight and clear ownership

Process · 06

Custom AI development process.

A typical 10 to 16 week timeline, with oversight at every stage.

Step 01

Discovery

Use cases, data, risks and success criteria.

Step 02

Design

Architecture, model approach and guardrails.

Step 03

Build and evaluate

Development, testing and measured evaluation.

Step 04

Deploy and support

Handover, monitoring and ongoing improvement.

Investment · 07

Investment based on project scope.

Typical ranges, confirmed with a quote after discovery.

Pilot

Custom range

A focused proof of value on one use case.

  • One use case
  • Working prototype
  • Evaluation report
  • Recommendation

Production

Custom range

A deployed, integrated solution with guardrails.

  • Full build
  • Integrations
  • Guardrails and testing
  • Documentation

Platform

Custom range

Multiple use cases with governance and scale.

  • Multiple use cases
  • Governance
  • Monitoring
  • Ongoing roadmap

Included in every project

Discovery and use-case design

Model development and evaluation

Integration with your systems

Guardrails and oversight

Documentation for audit

Australian-based support

Get a quote Want accurate pricing? We will scope it on a 30-minute discovery call.

Questions · 08

The questions clients ask first.

How is this different from using ChatGPT?+

Off-the-shelf tools are generic and route data offshore. We build on your data, host it onshore, tune it to your workflows, and document the controls so it survives an audit.

How long does a custom AI project take?+

Typically 10 to 16 weeks, depending on scope, data readiness and integration complexity. We often start with a focused pilot.

Is our data used to train models?+

No. We document that your data is not used to train third-party models, and everything is kept onshore.

Can you prove it works?+

Yes. We evaluate accuracy and behaviour before deployment and provide the evidence, with human oversight on consequential decisions.

Is it compliant for regulated industries?+

We design and document to align with the Privacy Act 1988 and APRA CPS 234, with final sign-off resting with your risk function.

Security

Enterprise security and Australian compliance.

Onshore data, no provider training on your data documented, role-based access and a full audit trail, designed to align with the Privacy Act 1988 and APRA CPS 234.

Onshore dataNo provider trainingRBACPrivacy Act 1988Audit trail

Ready for custom AI?

Tell us the problem. We will tell you honestly whether AI is the right tool, and how to build it safely.

Australian-owned · Melbourne-based team · response within one business day