AI integration, orchestration and automation
One AI layer across legacy and modern systems.
AI reads, checks and routes the work from frontline to back office, on the stack you already run. No rip and replace, and a person signs off what matters.
AI-led delivery for financial services
We build AI into the way financial services work.
Senior technologists who design, build and run AI inside the workflows of New Zealand banks, lenders, insurers and payment providers. Measured on outcomes, not hours.
Live check
Vehicle loan, application 48213
- Identity verified
- Income validated
- Credit policy applied
- Responsible lending
- Audit trail written
Manual QA samplingabout 10%
Checked with Trippl100%
Every application checked in real timeNon-bank lender case study
- 100%of lending applications checked in real time
- 70%+faster end-to-end payment processing
- <12 moto a new cloud-native core banking platform
- 120+ yrsof collective delivery experience
AI where the work actually happens.
We don’t bolt AI onto the side. We redesign lending, payments and compliance workflows end to end, on the stack you already run, with controls and audit built in.
Compliance solutions
From sampling to every case.
Shift from retrospective checks to real-time, ambient compliance that runs before decisions are final, with a full audit trail behind every one.
Digital design, mobile and web
Products customers want to use.
Smarter, faster, more personal customer journeys on modern, AI-assisted platforms, designed around the whole process rather than a single screen.
Consulting, advisory and process improvement
Solve the right problem first.
We map people, process and systems, quantify the value pools, and prioritise by effort against impact, so the first release pays for the next.
Managed services and hosting
We run what we build.
Hosting, support and continuous improvement for the platforms we deliver, so the gains keep compounding after go-live.
AI inside the workflow
AI that reads, checks and decides. Your people stay in control.
What we built for a nationwide non-bank lender, and the pattern we bring to every engagement: AI working inside the process, on every case, with every step explained.
- 01 Reads
Understands the paperwork
Payslips, bank statements, IDs and customer uploads, interpreted as they arrive.
- 02 Checks
Applies policy to every case
Lending policy, credit rules and QA checklists on 100% of applications, not a 10% sample.
- 03 Decides
Routes, never rubber-stamps
Clean cases flow straight through. Exceptions go to the right person straight away.
- 04 Explains
Leaves a full audit trail
Every check is logged with its reasons, so decisions are traceable and audit-ready.
- Human oversight by designPeople sign off what matters, and can see why.
- Controls built inAuditability and compliance from the first sprint.
- No lock-inWe work with your stack and your preferred models.
AI platforms we build onAWS BedrockClaudeGoogle AI PlatformAzure MLPython
Outcomes, not hours.
Our success is measured in what we deliver, not the hours we log. Recent engagements, with clients kept confidential.
- 100%Lending · ComplianceAI-driven compliance checksof applications checked in real time, up from about 10% under manual QA.Read the case
- 70%+Fintech · PaymentsAI-powered payments automationfaster end-to-end payment processing, and supplier payments up to 55 days sooner.Read the case
- <12 moBanking · Core platformCore banking, delivered at speedto deploy a new cloud-native core banking platform.Read the case
- 18 moLending · TransformationDigital lending transformationfrom a 30-year-old legacy stack to an AI-enabled digital lending business.Read the case
Four steps from first insight to lasting impact.
Structured, people-first and grounded in industry practice. Each step creates clarity, momentum and measurable value.
- 01
Inspect
You can’t transform what you don’t understand. We start with data and dialogue.
- 02
Assess
Find where the value is, and avoid solving the wrong problem.
- 03
Design
Co-design AI-assisted workflows that fit your people, process and platforms.
- 04
Deliver
Rapid, iterative sprints, then measure what gets adopted, not just shipped.
