Choose where AI adds value
Find worthwhile uses in internal knowledge, document management and administrative workflows. Establish the data, supplier and control conditions before committing to a pilot or wider rollout.
Financial Services & FinTech
Move AI forward. Keep control.
We help lenders, private credit businesses and FinTech providers choose suitable technology, improve data quality and introduce AI into internal workflows. Our work combines practical advice, clear governance and training for the people using it.
Technology, AI and data consultancy only. We do not provide investment advice, arrange finance or carry out clients’ regulated financial activities.
Where we can help
From a promising use case to dependable delivery.
Make data fit for its purpose
Inconsistent records and unclear provenance undermine automation. We help trace source information through your workflow, improve data quality and define who may access and use it.
Put AI governance into practice
Know which AI tools staff use, what information they may share and who approves changes. Establish practical policies, risk records and oversight for internal AI use.
Review platforms and suppliers
A reliable workflow depends on more than the AI tool. Review architecture, cloud and API dependencies, supplier controls and the practical options if a service changes or fails.
Turn controls into usable evidence
Give internal teams and institutional buyers a clear account of your technology arrangements. Connect policies, control owners and supporting records, with a practical plan for unresolved gaps.
Equip people to apply the controls
Make responsible AI part of everyday practice. Tailor training to leaders, product teams, analysts and operational staff, using approved tools and familiar workflows.
Founder-led expertise
Experience behind our advice
Founder Onur Demirci brings Co-Founder and Chief Technology Officer experience in institutional FinTech spanning specialist mortgage lending, digital private credit and digital assets. His leadership across technology strategy, data governance and specialist delivery partners culminated in a working minimum viable product, informing our advice on platform choices and practical implementation.
Before we begin