Our mission
Ermine Labs builds next-generation, AI-driven solutions for banking and finance — from the front-office
screens your teams work in, through to the back-end systems and data pipelines underneath, and the applied
AI that runs your workflows end to end. We take institution-grade ideas to production: systems that are
auditable, secure by design, and measured against the operational metrics that matter.
Who we are
Ermine Labs is a founder-led technology firm. Our team pairs deep working experience of global financial
markets — trading desks, treasury and cross-border funding, macro research — with senior engineering in
applied AI, data infrastructure and enterprise software delivery. That blend is the product: we understand
the regulated environments our clients operate in, and we build for them.
The firm is advised by specialist counsel and works with established institutional service providers —
cloud, security and audit partners — in line with industry standards for regulated financial technology.
DRAFT — team bios, client references and case studies to be finalised by the firm.
What we do
Front-to-back systems
Full-stack platform work across the trade and
client lifecycle — pricing and execution tools, middle-office workflow systems, settlement, reconciliation and
reporting back ends — modernised as one connected chain rather than isolated point solutions.
Applied AI for finance workflows
AI embedded where the work actually
happens: document and KYC/onboarding processing, credit and deal memos, market research digests, surveillance and
exception handling, client analytics and natural-language access to internal data — each with human review built in.
Data & integration
Market and reference data pipelines, real-time
feeds, core-banking and OMS connectivity via APIs, and the feature stores and evaluation harnesses that keep AI
components accurate once they are live.
Governance & security
Models and automations are versioned, monitored
and explainable; deployments respect segregation-of-duties, audit trails and access control. We build so your
auditors and regulators can follow every step.
How we work
1 · Diagnose
Map the workflow end to end with your people; find the
steps worth automating and the data they depend on.
2 · Prototype
A working slice on your real data, evaluated against
agreed metrics before anything is committed.
3 · Build & integrate
Production systems delivered in phases,
integrated with your estate, with fallbacks that keep operations running.
4 · Operate
Monitoring, retraining and support — the solution is
owned end to end, not handed over and left.