Local intent compiler for evidence-first AI workflows — benchmarked on the CommerceAI intent registry.

vision tools thinking

ollama run gokeyyyn/company-ai:preview

curl http://localhost:11434/api/chat \
  -d '{
    "model": "gokeyyyn/company-ai:preview",
    "messages": [{"role": "user", "content": "Hello!"}]
  }'

from ollama import chat

response = chat(
    model='gokeyyyn/company-ai:preview',
    messages=[{'role': 'user', 'content': 'Hello!'}],
)
print(response.message.content)

import ollama from 'ollama'

const response = await ollama.chat({
  model: 'gokeyyyn/company-ai:preview',
  messages: [{role: 'user', content: 'Hello!'}],
})
console.log(response.message.content)

Applications

Claude Code ollama launch claude --model gokeyyyn/company-ai:preview

OpenCode ollama launch opencode --model gokeyyyn/company-ai:preview

Hermes Agent ollama launch hermes --model gokeyyyn/company-ai:preview

OpenClaw ollama launch openclaw --model gokeyyyn/company-ai:preview

Models

View all →

Name

1 model

Size / Usage

Context

Input

company-ai:preview

23GB · 256K context window · Text, Image · 1 week ago

company-ai:preview

23GB

256K

Text, Image

Readme

Company AI — preview

A local, evidence-first intent compiler for CommerceAI/VibeOperator workflows. It converts natural-language tasks into structured intent decisions while keeping execution, approval and terminal DONE authority outside the model.

Run

ollama run gokeyyyn/company-ai:preview

Reproducibility and benchmark

The public release repository contains the model card, license, deterministic benchmark inputs/results, checksums and an offline verifier:

https://github.com/gokhansahinbas/company-ai

Preview benchmark: 100 of 100 sampled intent-routing cases, 20 of 20 UNKNOWN controls, 0 invalid JSON and 0 execution-authority violations. These figures describe the published benchmark artifact, not a claim of general model quality.

Runtime

The reviewed native Windows executor is open source:

https://github.com/gokhansahinbas/commerceai-pc-relay

Base family: Qwen3.6-35B-A3B · quantization: Q4_K_M · license: Apache-2.0.