AI Engineering · Melbourne · Chennai · Princeton

AI engineering
for the problems
that matter.

AI does the most good when it actually works in the real world. That's what we build.

NAB·EnergyAustralia·Jefferies·Powerwrap·ANZ·Montu

2wk → 2hr
Loan processing automated
NAB
6wk → 3m30s
UI component delivery
EnergyAustralia
20,728%
Revenue growth enabled
Montu · 3 years
250,000+
Consultations on platform built
Montu
CSAT / NPS improvement
Powerwrap → ASX:PWL
$2 AUD
Per AI-generated production component
EnergyAustralia
Who we are

We build where
others won't go.

Most AI companies are comfortable in greenfield projects. Clean data. No compliance. No legacy. No consequences if it breaks.

We work in the other kind. NAB's core banking system. EnergyAustralia's payment infrastructure. Jefferies' real-time trading platform. Powerwrap's client portal — the one that helped them IPO.

These aren't prototype environments. We've shipped AI into all of them. And we're still running.

~200
Engineers across Melbourne, Chennai, Aruppukottai & Princeton
10+
Years shipping production technology
60+
Client partnerships globally
3
Continents. One delivery standard.

"Crystal Delta focuses on delivering quality outcomes to market, fast. The results have been exceptional and pivotal to our speed-to-market strategy."

— Helen Souness, Former CEO, RMIT Online
What we do

Three ways we
move the needle.

01 · Engineer faster
AI-native software delivery.

We've rebuilt how software gets built — around AI. Design-to-code pipelines, AI-augmented engineering, intelligent test automation. Faster delivery. Fewer handoffs. Better quality.

6 weeks → 3m 30s
EnergyAustralia · Figma-to-code · Claude Sonnet on AWS Bedrock
See the build →
02 · Automate deeper
Operational AI in regulated environments.

AI belongs in the core of how your business runs — in document pipelines, approval workflows, trading systems. We've shipped it at NAB, OneTwo Finance, and Jefferies. Not pilots. Running.

2 weeks → 2 hours
NAB · Loan origination · 300 staff redeployed
See the automation work →
03 · Perform sharper
The human layer of AI adoption.

Every AI deployment eventually fails on people, not technology. SkillsMax.AI is our answer — AI-powered skill assessments, adaptive coaching, and technical interview preparation. Built by engineers. Used globally.

SkillsMax.AI
Global platform · Adaptive assessments · Coding + communication
Explore SkillsMax.AI →
How we work

We don't just ship AI
for clients. We run it ourselves.

AI is embedded into how we build — across every project, every team, every pull request. Our engineers use the same AI tools we deploy for clients. That's how we stay ahead.

AI Engineering Model
AI embedded across the full software delivery lifecycle.

Crystal Delta has pivoted to an AI Engineering model — embedding AI at every stage where it creates real leverage. Not as a feature. As the way we work.

GitHub Copilot Claude Code Cursor Gemini Windsurf Replit AI PR Review Agent
Engineering Standards Every Output Is Assessed Against
  • Functional fit — does it solve the right problem
  • Security — hardened from the start, not bolted on
  • Reliability — built to run, not just to demo
  • Scalability — architected for what comes next
  • Maintainability — code the next engineer can own
  • Operational readiness — production from day one
  • Cost optimisation — efficiency built in by design
AI-Driven Quality Control

A custom AI Pull Request review agent enforces Crystal Delta coding guidelines and security standards on every merge. Consistent quality across every team, every project.

Faster. Every Time.

Faster development cycles, reduced time to delivery, improved test coverage, and more consistent output. AI doesn't replace our engineers — it removes the friction that slows them down.

Human-in-the-Loop Always

Every AI-generated output is validated by an engineer before it ships. AI accelerates. Engineers own the outcome. That's the standard we hold ourselves to — and the standard we deliver for clients.

Team Autonomy at Scale

AI empowers every engineer to independently resolve complex challenges — removing bottlenecks, reducing key-person dependency, and making teams more resilient under pressure.

Our work

Production AI.
Shipped.

NAB
Automation
Transforming Loan Operations

Re-architected core banking loan origination with microservices and automated workflows. Contract generation cut from 2 weeks to 2 hours. 300 staff redeployed to higher-value roles.

2 weeks → 2 hrs
Contract generation time
Montu
Full Platform
Transforming Healthcare Operations

Full platform — practice management, e-prescribing, ERP, warehouse, eCommerce. Integrated with ADHA federal health APIs. Passed federal conformance testing.

20,728%
Revenue growth in 3 years
Powerwrap
Platform
Digital Transformation Journey

Cloud-based client portal, real-time trading infrastructure, reconciliation and risk controls. Supported successful ASX IPO (ASX:PWL).

CSAT / NPS improvement
Jefferies
Real-Time AI
Trade Data Integrity & Risk Controls

Real-time trade validation platform integrated with ASX and Chi-X via FIX protocol. Event-driven architecture. Live mismatch detection and alerting at scale.

Real-time
Trade assurance across ASX + Chi-X
OneTwo Finance
Document AI
AI Document Processing for Loan Approvals

ML classification and automated extraction replaced manual sorting of payslips, statements, and IDs. Eliminated the loan approval bottleneck entirely.

Automated
Document triage end-to-end
Technology Partner Network
amazonweb services
Azure
Google Cloud
Microsoft
D2L
anthology
kaltura
edX
iInstructure
APPTIOCloudability
Trusted by
ANZ
nab
EnergyAustraliaLIGHT THE WAY
Jefferies
Powerwrap
RMITOnline
MONTU
ONETWO
RESETDATA
ISAS
brotherat your side
SILKCONTRACT LOGISTICS
fmf
ATLUSMONIVEA ROAD
HFC
The honest question

Still on your
AI roadmap?

Most companies have been exploring AI for two years. We've been shipping it — inside NAB, EnergyAustralia, and Jefferies. The difference isn't budget or access to models.

Let's close the gap →
Built Different.

Serious about AI?
So are we.

We build it. In your environment. Against your constraints. In regulated industries where failure has consequences.

Start the conversation →