How we work
Who we work with
From neobank teams to private equity portfolios and the consultancies advising them, we work with financial businesses across Germany and the DACH region moving off legacy systems, without losing the judgment their customers trust.
Neobanks
When every new customer costs more to serve than the last, AI has to become the operating margin, not a demo. We rebuild the operations behind onboarding, support, and compliance so cost stops scaling with headcount.
Where we start
Onboarding and KYC review · Tier-1 support deflection · Transaction monitoring triage
Lending platforms
Speed matters, but only if every decision holds up to an auditor. We build agentic credit workflows that draft memos and surface risk, while the final call and its rationale stay with your team.
Where we start
Credit memo drafting · Document intake and extraction · Covenant and exception monitoring
Banks & insurers
Decades-old core systems cannot be ripped out overnight. We move operations to agentic, AI-native foundations in a sequence you can defend to the board and the regulator, without betting the balance sheet.
Where we start
Back-office reconciliation · Claims and dispute handling · Regulatory reporting prep
Insurtechs
Queues and manual review make service slow and inconsistent. We rebuild claims, underwriting, and service around AI that prepares the work, so your specialists spend their time on the calls that actually need judgment.
Where we start
First-notice-of-loss triage · Underwriting file assembly · Policy-service automation
Private equity & portfolio companies
AI in the deal thesis only counts if it shows up in the numbers. We work directly inside financial portfolio companies to ship the operating improvements the pitch deck promised, not just the pitch deck.
Where we start
100-day AI leverage audit · Cross-portfolio playbooks · Operator-led build sprints
Embedded finance
Every new partner multiplies compliance and support load. We build the operational backbone so onboarding a partner does not mean hiring a team, and so controls hold consistently across all of them.
Where we start
Partner onboarding & due diligence · Compliance monitoring at scale · Support and dispute routing
Consulting & advisory firms
You have the client relationship and the strategy. We are the embedded engineering team that turns it into shipped, production AI systems, under your brand or ours. Your advice, delivered.
How we partner
White-label delivery · Joint client engagements · Referral partnerships
Not sure if this is you?
We are honest about fit. A 30-minute call is enough for both of us to know whether an embedded AI transformation makes sense for you right now.
hoomara