hoomaraResources
What we are learning, in the open.
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Insights
Notes from building AI-native financial systemsWhy "AI-adjacent" quietly fails in regulated finance
A chatbot on top of a legacy core does not change unit economics or decision quality. What actually moves the numbers, and why the boundary between AI and human judgment has to be drawn with risk, not around it.
Read the noteDrawing the human-judgment boundary in credit
Which parts of a lending decision an agent should prepare, and which must stay human.
Read →Field noteShipping to production behind BaFin and DORA
Building for the regulator from the first sprint, not the last audit.
Read →Field noteWhat "we leave you independent" costs us
Designing every engagement to end, and why that makes the work better.
Read →Reports
Free · no gateThe AI-native readiness report: DACH financial services
Where legacy operations are the real ceiling, which workflows carry the most AI leverage, and how regulated teams are sequencing the move.
Read the reportThe handover playbook
How we design engagements to end, from day-one exit criteria to the final review. Publishing alongside our first client handover.
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