Software That Decides.
Shipped, Not Demoed.
We build data, analytics, decision recommendation, payments, and automation systems, enriched by AI for financial (and not only) services — and run them until your team is ready to.
A Build Partner for Systems That Carry Money.
Our work sits where finance meets engineering: decisioning, data platforms, analytics and the automation around them. Some of it uses models, some of it deliberately doesn't — the choice depends on what the business actually needs to decide.
We work like a product team, not a consultancy: one squad, your repo, your cloud, a release date set in week one. When we leave, your engineers are on call — and it's written into the contract.

Where Our Work Usually Starts.
This is where we're deepest, not the limit of what we build. Pick one to see what ships with it — or bring us something that isn't on the list.
Underwriting & Decisioning
Scoring, limits and monitoring a credit officer can explain line by line — with a challenger running alongside from day one.
Data Platforms & Pipelines
The layer everything else stands on: contracts, ingestion, quality gates and environments that let the next thing ship in weeks.
Analytics & Intelligence
Portfolio, risk and growth reporting that the finance team signs off on — one number, one definition, one source.
Process & Document Automation
KYB packs, statements, claims and contracts read once, checked twice, escalated to a human exactly where it matters.
Product Engineering
Customer-facing software around the decision: portals, onboarding, back-office tooling and the APIs that connect them.
Assurance & Handover
Everything that turns a system we built into a system you run: evaluation, runbooks, and a training day that ends with your team on call.

Shahaf Lavi
FounderMost of the companies we work with are not short of ideas — they are short of a partner who will put their name on a delivery date. That is the conversation I want to have: what this is worth to your business, what it costs to run, and what has to be true for it to pass risk and go live. I take those calls myself, and I own the outcome from scope to production.
Notes From Production.
All posts →


Contact Us.
Tell us what you're trying to ship. A rough scope, a rough date, and an honest answer on whether we're the right team at all.