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.

Talk to usSee the work

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.

  1. Reads

    Understands the paperwork

    Payslips, bank statements, IDs and customer uploads, interpreted as they arrive.

  2. Checks

    Applies policy to every case

    Lending policy, credit rules and QA checklists on 100% of applications, not a 10% sample.

  3. Decides

    Routes, never rubber-stamps

    Clean cases flow straight through. Exceptions go to the right person straight away.

  4. Explains

    Leaves a full audit trail

    Every check is logged with its reasons, so decisions are traceable and audit-ready.

Human oversight by design
People sign off what matters, and can see why.
Controls built in
Auditability and compliance from the first sprint.
No lock-in
We work with your stack and your preferred models.

Platforms we build on include AWS Bedrock, Claude, Google AI Platform, Azure ML and Python.

What we do

Selected work

Client names stay confidential, so each case names its sector.

All five cases

What we bring

AI in production, not in pilots
We take AI from scattered experiments to governed workflows running on every case.
Deep financial services knowledge
Major and tier 2 banks, non-bank and digital lenders, insurers and payment providers.
Complexity handled with clarity
Regulated, legacy-heavy environments are where we do our best work.
Capability that stays
We transfer knowledge as we build, so your people own the change.

We work with major banks, tier 2 banks, non-bank lenders, digital lenders, payment providers, insurance providers and eCommerce platforms.

Technology partners

Tell us about the workflow you want to change.

hello@trippl.co

Ponsonby, Auckland 1021. Teams in Auckland and India.