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Expert View (YOSHA)

AI-assisted expert interpretation for complex sourcing decisions.

YOSHA is SHAMANA’s expert interpretation layer.

It helps companies understand sourcing realities, risks and decision paths before engaging in execution or consulting.
YOSHA does not replace human expertise.
It prepares decisions by clarifying context, assumptions and consequences.

What Expert View (YOSHA) Provides

YOSHA is:

an AI-assisted expert view, built on SHAMANA’s real sourcing experience
a decision-support layer, designed to reduce ambiguity before commitments are made
a tool to translate complex sourcing topics into structured, understandable logic
a way to improve decision quality before involving human consulting resources

What Export View (YOSHA) is not
designed to do

YOSHA is not:

a chatbot or customer support tool
a quotation engine or supplier matching system
a shortcut to execution or guaranteed outcomes
a replacement for human consulting or responsibility

Expert View exists to clarify decisions, not to automate them.

Why Expert View exists

In international sourcing, most problems do not originate in factories.
They start with misunderstood assumptions, incomplete information and poorly framed decisions.

Expert View was created to address this gap.

YOSHA helps companies slow down at the right moment, ask better questions and understand risks before they become operational or financial issues.

How to use Expert View (YOSHA)

Expert View can be used to:

explore sourcing scenarios and risk areas
clarify terminology, roles and responsibilities
understand typical failure points in sourcing projects
prepare structured questions before engaging consultants

YOSHA improves the quality of human discussions by increasing clarity upfront.

Expert View and Consulting Services

Expert View (YOSHA) works alongside SHAMANA’s Consulting Services.

It supports early-stage understanding and internal alignment.
When decisions require validation, responsibility or execution, projects transition to human-led Consulting Services.

This separation ensures clarity, accountability and proper risk management.

Prefer human guidance?