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THE VANELLENCE GLOSSARY

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AI, sales and negotiation clearly explained. A starting point for better questions, informed decisions and your next practical application.

GLOSSARY

Training

Training changes model parameters using data and a learning objective. Sales applications need suitable examples, reliable evaluation and ongoing maintenance.

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GLOSSARY

Uncertainty

Uncertainty reveals limits to available knowledge. In negotiations, identifying its cause helps teams ask useful questions and avoid unsupported commitments.

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GLOSSARY

Validation

Validation checks whether AI is suitable for a defined use. Representative cases, explicit criteria and independent assessment make the evidence meaningful.

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GLOSSARY

Vector database

Vector databases retrieve information by similarity. For sales teams, freshness, access permissions and retrieval quality determine whether results are useful.

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GLOSSARY

Vendor lock-in

Vendor lock-in combines technical, contractual and organisational dependencies. Assess integration value alongside real switching costs and tested exit options.

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GLOSSARY

Zero trust

Zero trust evaluates access to specific resources. AI in sales needs verified permissions, limited actions and tests that reflect changing roles and access.

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