Sources and Methodology

Every consulting service follows a reproducible TMG playbook – based on proven frameworks such as Porter, Kano, VRIO and TRIZ, backed by DIN, IEEE and ISO standards.

Every analysis follows fixed quality standards that are visible in every document:

• Recency rule: No source is older than 36 months – twelve for fast-moving topics.
• Confidence factor: Every statement shows how well it is supported – and what remains an assumption.
• Data gap transparency: Where nothing reliable can be found, it says [DATA GAP]. We do not make things up.
• Source classification: Patents, annual reports and standards count for more than aggregators and forums. The origin is visible for every statement.

The TMG Assistant provides every statement with an evidence class. Results from the Stakeholder Translator always remain traceable.

Patents, market studies, competitive signals and regulation: pre-processed by AI, rated with a confidence factor and, on request, approved by experts.

Industry experience that no AI has: validation, context and accountability. The Expert on Demand leads the implementation in your company.

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