Jube

Open-source agentic AI for transaction monitoring. “Just ask Jooby.” Real-time AML and fraud monitoring, run by a Herd of AI agents called Joobriks, with outcomes a regulator can follow.

Ask Jooby. No menu to learn, no query language, no ticket to raise. Type the question the way you’d ask a colleague, and the Herd does the legwork, showing every step. 150+ Joobriks across five domains, 700+ real platform functions, and every step validated by the platform before anything reaches you.

The platform underneath. Jube was real-time transaction monitoring long before Jooby arrived. Every Joobrik stands on it, and all of it is in the open: explainable ML, hybrid detection (rules, velocity and sanctions, plus supervised and unsupervised ML), real-time and horizontally scalable, case management, a rule builder compliance can edit, cloud-native and multi-tenant, on your infrastructure with no lock-in.

Quickstart

With Docker installed, Jube is a copy and paste away. It builds from source, so give the first start a few minutes.

git clone https://github.com/jube-home/aml-fraud-transaction-monitoring
cd aml-fraud-transaction-monitoring
export DockerComposePostgresPassword='IMPORTANT:_ChangeThisKey_SuperSecretPasswordToChangeForPg'
export DockerComposeJWTKey='IMPORTANT:_ChangeThisKey_~%pvif3KRo!3Mkm1oMC50TvAPi%{mUt<9sBm>DPjGZyfYYWssseVrNUqLQE}mz{L_UsingThisKeyIsDangerous'
export DockerComposeApiHmacKey='IMPORTANT:_ChangeThisKey_~%pvif3KRo!3Mkm1oMC50TvAPi%{mUt<9sBm>DPjGZyfYYWssseVrNUqLQE}mz{L_UsingThisKeyIsDangerous'
export DockerComposePasswordHashingKey='IMPORTANT:_ChangeThisKey_~%pvif3KRo!3Mkm1oMC50TvAPi%{mUt<9sBm>DPjGZyfYYWssseVrNUqLQE}mz{L_UsingThisKeyIsDangerous'
export DockerComposeElementSymmetricEncryptionKey='IMPORTANT:_ChangeThisKey_~%pvif3KRo!3Mkm1oMC50TvAPi%{mUt<9sBm>DPjGZyfYYWssseVrNUqLQE}mz{L_UsingThisKeyIsDangerous'
export DockerComposeEnableAskJooby=False
export DockerComposeAskJoobyApiKey='OPTIONAL_IMPORTANT:_ChangeThisKey_~%pvif3KRo!3Mkm1oMC50TvAPi%{mUt<9sBm>DPjGZyfYYWssseVrNUqLQE}mz{L_UsingThisKeyIsDangerous'
docker compose up -d

1. Change every value. They are placeholders, not defaults. Make each key at least as long as the example. What each key does.
2. Open localhost:5001. Sign in as Administrator / Administrator and change it on first login.

Want Ask Jooby? The defaults point at DigitalOcean Serverless Inference, and you are free to change that. Put $20 in a prepaid DigitalOcean account, paste in your inference key, set DockerComposeEnableAskJooby=True, and Ask Jooby is alive.

Evaluation only. For production, see the deployment guide.

Licence

AGPLv3.