AI adoption

Your company has AI.
Does it know how your people work?

NeuroBusiness tests task-specific support—not tool access alone.

Task A · Low-risk follow-up

Concise, autonomous support

Detailconcise

Autonomyhigh autonomy

Verificationneutral

Human approvalneutral

Task B · High-risk contract

More evidence and human control

Detailhigh

Autonomylow

Verificationhigh

Human approvalhigh

Same person. Different task and risk. Different AI behaviour.
Anna's concise and autonomous preferences stay active for the follow-up. The high-risk contract requires more detail, verification and human approval.

Technical status: existing mcp facade · the full why remains available in the resolution trace.

Model-independent architecture. MCP and the Anthropic bridge exist in the technical pilot. OpenAI, Copilot and Gemini are adapter-ready only; no native production integration is claimed.