01 / Find
Find the workflow that pays back first.
We map your candidate workflows, rank them by payback, and agree the one metric that matters before any code is written.
Invoice matchingRank 3
Customer onboardingPays back first
Support triageRank 2
AI-native engineering firm
AI-nativeengineering.Value you canmeasure in weeks.
Our senior engineers find the AI use cases worth doing, ship them to production and measure the results against an agreed baseline. Forge, our AI agent toolkit, makes them faster.
Use-case sprint · measured weeklyLive
MetricCycle time
BaselineSigned off, wk 1
GainShown, wk 6
Agentic AILegacy modernisationAI-native podsRAG & agentsVoice AIAI governanceAI engineers on demand
Proof, not promises
6weeks
to a regulated banking module in production, delivered with a leading consulting firm.
10K+
live calls handled by voice agents we built and run.
From pilot to production, in three moves.
Every engagement starts with a baseline you sign off, and ends with the gain measured against it.
See the four ways to engage →02 / Ship
Ship it to production on Forge.
Senior engineers and Forge agents build on your systems and real data. A working demo every week, tracked against the metric.
03 / Hand over
Hand over a system your team can run.
Security, evals, observability and runbooks in place. Your team is trained to run and extend it, and the gain is reported against the baseline.
Security reviewEvalsObservabilityRunbooksGain reported
Who we work with
We work with banks and enterprises, Global Capability Centres, the IT services firms that deliver for them, universities that want AI in the classroom, and founders shipping their first product.
WeXL Forge
Our accelerators for every stage of the build.
Forge is our collection of AI agents, one for each step from spec to production, run by our senior engineers. The agents take the repetitive work; the engineers make the calls. That is how a small team ships in weeks.
01
Faster
Agents draft the specs, tests, API contracts and reviews, so engineers start from a first version, not a blank page.
02
Better
Agents never ship on their own. A senior engineer checks every output before it reaches your codebase, so speed does not cost you quality.
03
Proven
Each agent is published with a worked example and a status, Live or Beta, so you can see what it does before you use it.
The WorkbenchRuns on Kiro, Claude Code or OpenCode, with any frontier or open-weight model.
LiveBetaBlueprint
Shipped, live, measured.
All work →Banking · Delivered with a leading consulting firm
A leading Southeast Asian bank
A Virtual Accounts module shipped AI-native on AWS Kiro, with a delivery foundation the bank's other squads now build on.
6 wks
Module to production
15+
Squads the foundation was designed for
Healthcare · Australia
CliniqAI
A 24/7 AI voice receptionist integrated with the clinic's practice management system, answering and booking patients around the clock.
~8 wks
To build
24/7
Calls answered
Start here
Pick a workflow. We'll prove the value in six weeks.
Start a conversationA 30-minute call to find the use case worth doing first.