Learns each flow’s normal
Volumes, record shapes, timing and sources are learned per flow, including the daily and weekly rhythm.

MAJRA · DATA INTEGRATION
MAJRA is the channel data flows through. Sources are onboarded securely, collected at the edge, transformed, routed by policy and observed end to end, with the provenance of every record kept. AI watches every flow and raises the alarm when the data stops looking normal.
WHAT MAJRA DOES
Open-source core: Apache NiFi · MiNiFi · Vector. Delivered, handed over and supported by Alin Li, and able to carry your own product name.

AI INSIDE MAJRA
A pipeline can deliver every record and still deliver the wrong data. MAJRA’s AI layer watches the flows themselves.
Volumes, record shapes, timing and sources are learned per flow, including the daily and weekly rhythm.
Sudden drops or spikes, silent sources, schema drift, and late or duplicated records are flagged before they reach downstream systems.
Each alert shows the baseline it broke and links to the provenance of the records involved.
The models run on your own servers next to NiFi and Vector. People decide what happens next.
PART OF ONE FAMILY
Every product is managed from the Alin Li Platform Console and shares sign-in, audit and health.

SOC and SIEM
A sovereign SIEM and XDR security operations centre on an open core.
Wazuh · OpenSearch
Endpoint log retention
An agent per device, a collector and an index. Every event kept, and restored on request.
Vector · OpenSearch
SOAR and automation
Playbooks that act on what the SIEM finds.
ShuffleSTAY CURIOUS
A short demo with an engineer, then a time-bounded proof of concept on your own data.