At Wexley & Associates, our research is driven by a single question: how can intelligent infrastructure simplify the complexity of modern finance?
We don’t chase trends — we investigate tools, test integrations, and deploy only what improves precision, scalability, and real-world usability.
Our current R&D efforts are focused on building the foundations of a unified financial platform — one that brings together fragmented processes like accounts, tax, payroll, and real-time analytics under a single intelligent layer.
We’re actively developing our infrastructure using Mixtral, an open-source language model environment that gives us the flexibility to prototype and test core logic in secure, customisable ways.
It allows us to bridge LLM capabilities with financial code, streamlining tasks that were traditionally repetitive, delayed, or manual.
From auto-generating structured financial data to prompting accurate reminders, our current system is designed to augment — professional workflows.
LLM-to-Code Integration: Translating business needs into executable actions through prompt-to-logic pipelines.
Multi-modal Input Testing: Exploring ways to handle structured (e.g. payroll data) and unstructured (e.g. client messages) inputs intelligently.
Auditability & Traceability: Ensuring every suggestion, reminder, or output generated by the system can be traced, explained, and logged.
User-First Architecture: Building systems that adapt to people — not the other way around.
We’re not just experimenting with language models for the sake of it. Our goal is to solve real bottlenecks for businesses — missed filings, slow approvals, fragmented communication. We believe applied intelligence should work with finance, not against it.
That’s what our R&D is about:
Building systems that do more than automate — they understand.
We’re not just building another tool — we’re building the next generation of infrastructure.
A system that simplifies complexity,
personalises advice, and brings everything under one roof — with the intelligence to support businesses before they even ask.
That’s our vision:
A smarter, unified financial future.
And we’re building it — piece by piece.
