A Rising Tide Lifts All Boats
All Aboard

We route you to the best model for your task. Always.

How it works

How it works

Four layers → one system

Quality Control as a System

Boosts performance 50%+

SYNC QC FEEDBACK → MEMORY QC FEEDBACK → CONTEXT
01
Persistent Memory
Cross-model memory that persists regardless of the underlying model
+5–10%
02
Context Lake
Ground truth examples auto-injected as few-shot context for every request
+15–20%
03
Smart Model-Routing
Claude
GPT
Gemini
Grok
Routes each request to the best model for the task, informed by evals
+10%
04
Deterministic QC Layer
Unit tests for documents. Consistency, completeness, correctness. Automated.
+10%
Request
Verified
Chat
Documents
Evals
VESSEL
How can we help you?
+
▾ AUTO-ROUTE
ALL MODELS CONNECTED

How it works

Four layers → one system

Request
01 +5–10%

Persistent Memory

Cross-model memory that persists regardless of the underlying model

02 +15–20%

Context Lake

Ground truth examples auto-injected as few-shot context

03 +10%

Smart Model-Routing

Claude
GPT
Gemini
Grok

Routes each request to the best model for the task

04 +10%

Deterministic QC Layer

Unit tests for documents. Consistency, completeness, correctness. Automated.

Verified

Quality Control as a System

Boosts performance 50%+

VESSEL
How can we help you?
+
▾ AUTO-ROUTE

Quality Control as a System

Boosts performance 50%+

Works across every frontier model
Claude
GPT-4o
Gemini
Grok
Local / Offline

Built on a
verified
foundation.

Every output tested for consistency, completeness, correctness, conformance, and coherence. Automated unit tests for documents — not spot checks.

Miss
Consistency · Revenue in deck vs. filing
Δ $3.4M
Warn
Completeness · Missing source on exhibit table
—
Warn
Coherence · "Declined" claim contradicts +4% trend
—
Pass
Correctness · Derived totals recompute from inputs
$215M ✓

Selective early access.
Invite-only.

We're working with a small group of teams that run on precision. If that's you, tell us what you're working on.

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✓

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Your position:

Invite-only · Built by Tie QC