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Vareon

The shortest route to the goal.

Work reaches its goal in fewer steps, with fewer model calls along the way.

Planning and decision support. It runs On request.

The fewest steps to a signature, past every loop and dead end.

The goal is a signed contract, and the move that looks closest is sending it straight to the customer.

Step 1 of 4: First move

The shortest route on every run, with no model tokens.

In a world of rooms with a loop and a dead end, Duplex found the exact shortest route on every run, using no model tokens. GPT-5.5 matched it, spending tokens on every attempt.

Step 1 of 5: Shortest

On every run, Duplex found the exact shortest route to the goal.

The route stays short as your process changes.

Duplex learns from the work itself how the steps of your process connect. When the process changes, the shortest route changes with it.

Step 1 of 4: First contract

The first contract takes the long way, and Duplex sees how the steps connect.

Duplex plans the route. Your controls run each step.

A route is a proposal. Every real step on it, from sending the contract to countersigning it, still goes through your tools and approvals.

Step 1 of 3: Routine

Sending the contract to legal is routine, so it goes through your document tool.

See it on your own work.

From your own assistant to every agent your company runs, a pilot puts Duplex on your own work, with the measures agreed before it begins.