The Merzal Engine
Private intelligence - tuned for one institution at a time.
A sovereign inference fabric - assembled, hardened and tuned for the realities of a single Indian campus.
Engineering Pillars
Four pillars. One sovereign engine.
Reasoning Core
A high-throughput private inference fabric, reserved for one institution.
Institutional Memory
Your syllabus, circulars and culture become long-lived grounded memory.
Sovereign Perimeter
Hard isolation. No request escapes the campus.
Attributable Surface
Every answer traces back to a source inside the college.
Sovereign by design
An intelligence the college can point to on a map.
+Inference, embeddings and storage live inside your perimeter.
+Deploy on-premise or in a sovereign Indian datacenter.
+Per-college engines, per-department namespaces, per-role policies.
+Every interaction is logged, attributable and reversible.