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Move from reactive tools to proactive teammates with structured reasoning that interprets signals and takes meaningful action
Build genuine understanding through knowledge graphs that connect concepts, not just chunks of text
Trust AI decisions with transparent logic and auditable reasoning that shows its work, not just its conclusions
Enable true autonomy with layered memory that learns, adapts, and maintains context across complex deal cycles
While traditional LLMs excel at conversation, they fall apart when faced with complex sales environments that require judgment, prioritization, and autonomous decision-making.
Vivun's Sales Reasoning Model bridges this gap, transforming expert sales intuition into structured, scalable intelligence that powers a true AI teammate. This whitepaper explores how Vivun redefines what AI can be by moving from loose data chunks to intentional concepts.
Learn how our differentiated architecture, powered by ontologies, transparent reasoning, and layered memory, transforms AI from eloquent mimic to trusted teammate.
From eloquent mimics to true reasoners
Moving from data chunks to meaningful concepts
Reliable reasoning through explicit ontologies
Auditable, trustworthy AI reasoning that converts signals to proactive business decisions
Adaptive intelligence that learns, remembers, and collaborates beyond text-based interaction
More Likely to Experience Revenue Growth
Sales teams using AI are 1.3 times more likely to experience revenue growth, but most AI implementations fail to deliver autonomous value. The market is saturated with so-called "AI agents" that are really just rebranded task bots, requiring manual prompts and lacking business context.
This whitepaper reveals how to evaluate whether your AI solutions have the structured reasoning, domain expertise, and memory systems needed to drive real business outcomes.
Learn the difference between AI that simply talks and AI that actually works—transforming your sales operations from reactive to proactive.
Download the whitepaper and discover the architecture behind true AI reasoning
Get the Whitepaper