Zenoo Labs is where we build the next generation of compliance work with design partners, in alpha and beta. Nothing here is a shipped guarantee, and a human always decides.
Labs is the AI layer we are testing on top of the shipped platform: ten specialised agents that investigate a case before your analyst opens it, so they start on a cited recommendation instead of a blank file. It is opt-in, human-in-the-loop, and reversible. AI investigates, humans decide.
Everything below is live and provable now. It is what Labs sits on top of, carrying the Convert, Manage, Scale and Monitor funnel, with the 'safely' through-line under every stage.
Orchestration across your vendors, one risk-ranked inbox, and structured case management run today. You already convert more and clear cases faster, on the workflow Labs is tested on top of. Proof: 53 pre-integrated vendors, a seven-status case workflow, and FATF four-dimension scoring.
See case managementOrchestrated screening, configurable rules and human review already triage the false alerts before an analyst spends time on them. The industry false-positive rate near 95% (Accenture, McKinsey, ACAMS) is the problem Labs is tested against, never claimed as a Labs win.
See screeningChampion and challenger shadow testing plus what-if backtesting let you prove a scoring change against real historical cases before it goes live, addressing model drift and SR 11-7 style governance. Proof: configurable FATF four-dimension scoring, version control on every model, and backtest-before-deploy, all shipped as configuration, not code.
See StudioLabs writes to the same immutable trail as the shipped platform, recording reasoning, confidence, threshold and sources. Any agent-prepared case exports for an examiner in one click, just like a human-prepared one. Proof: 32 immutable event types across 8 categories, write-once, and one-click regulator export.
See the audit trailUnder every stage, a tamper-proof trail you export for a regulator in one click. Over the top, Zenoo Labs, human-in-the-loop and opt-in. The platform is proven; Labs is in testing.
Ten specialised agents across Research, Analysis and Validation tiers gather the evidence and cite every source. They run in alpha and beta with design partners, human-in-the-loop and opt-in, never an automatic decline.
Early results in testing point to a full investigation dropping from an industry benchmark of 22 hours toward around 12 minutes, with up to 80% of alerts pre-classified. Every figure is a Labs result in testing, never a guarantee.
The workflow Labs sits on is already trusted at scale. One continuously-released platform runs onboarding in production for an auction house, a diamond house, a luxury watch maison, a private bank and a fund administrator, each on the same release train.
We publish what works and what does not, in the spirit of our Honesty Box. Named references privately, on request, once the client approves.
Test Zenoo Labs on your own data, human-in-the-loop and opt-in. If it does not hold up, do not trust it. Bring your Monday inbox, and we run the shipped platform live in thirty minutes.