SUMA Pro Engine
Coming Soon
Project Management Layer

KUVI /koo-vee/

The Weaver. Upload a PRD. Get tickets. Stamp work to people.

The Pitch

Every CTO in India just blew their annual AI budget in three months. Not because their teams shipped elite products — because nobody knows how to use tokens efficiently.

KUVI fixes that. It turns intent into structured work, then measures the work in tokens — not hours. One hour of brilliant work > eight hours of token spam.

The Workflow

STEP 1 — IDENTITY

Sign in with Google

Your org auto-creates. Invite teammates by Gmail, give them roles.

STEP 2 — INTENT

Drop in your PRD

KUVI reads it, breaks it into tickets, and routes each one to the right teammate based on their profile.

STEP 3 — WORK

Tickets land in YUVA, MIRA, AYRA

Same graph, different surface. Switch between assigned tickets anywhere.

STEP 4 — MEASURE

Tokens per ticket per user

Every node stamped. Every API call logged. Roll up to who burned what on which work.

The Token Productivity Index
200,000
tokens to close Ticket-44
Person A — wandering through the model
5,000
tokens for the same ticket
Person B — surgical with intent

"We don't measure time. We measure intent compression."

For Engineers

KUVI is an application layer on top of SUMA. It has its own database for projects, tickets, and assignments — SUMA stays a pure memory engine. Tickets become opaque topic + subtopic strings stamped on every node and every API call. Same graph, agnostic backend.

Back to the Engine

KUVI ships post-YC. Join the waitlist via /pricing.