The Intelligent Knowledge Layer That Makes AI Understand
Viva Flow builds a living knowledge network that connects content semantics, user intent, and business logic—enabling AI to understand, reason, and act in real time.
Proven in short drama, commerce, and brand ad ecosystems | Millisecond retrieval | Multi-hop reasoning | Enterprise-ready integration
Why Viva Flow?
Viva Flow turns static data into living intelligence—making knowledge think and intelligence collaborate
AI knows, but doesn’t understand
Today’s AI relies on static and fragmented databases. It retrieves information, but cannot build understanding or context.
→ Viva Flow bridges this gap through real-time semantic reasoning.Real work needs cross-system reasoning
Complex business tasks require multi-hop reasoning across content, data, and intent.
→ Viva Flow enables contextual decision-making across intelligent agents.Enterprises need scalable knowledge infrastructure.
Static APIs and vector stores cannot evolve with data.
→ Viva Flow provides a deployable, integrable, and continuously learning knowledge foundation.Three-Layer Cognitive Engine
Viva Flow closes the loop from knowledge creation to intelligent action—bridging data, reasoning, and real-world applications.
Data Layer
Dynamic graph storage with encrypted privacy computing and real-time updates. Builds the foundation of living, connected knowledge.
Knowledge Layer
GNN-based multi-hop reasoning with explainability and continuous self-learning. Transforms raw data into structured understanding.
Application Layer
KaaS, APIs, and SDKs for enterprise-grade integration and scalability. Delivers knowledge intelligence directly to real-world systems.
Beyond Search: Knowledge That Thinks
Viva Flow combines high-performance retrieval with intelligent reasoning—creating a cognitive system that learns, explains, and acts.
High-Performance Retrieval
Optimized PPR algorithm and dynamic topology deliver millisecond-level responses and adaptive updates. Ensures knowledge is always fresh, accessible, and contextually relevant.
Intelligent Reasoning
Topology-monitorable multi-hop reasoning connects scattered data into explainable insights. Turns isolated facts into meaningful conclusions.
Cognitive Fusion
Retrieval and reasoning work together—like memory and logic in the human brain. Enables self-reinforcing intelligence that improves with every query.
Turn Knowledge into Growth
Viva Flow transforms knowledge intelligence into measurable business outcomes—driving higher engagement, lower costs, and faster ROI across multiple industries.
Content Distribution & Ad System
Semantic-level recommendations and native ad placement integrated within short drama, video, and e-commerce content.
- +100–300% ROI uplift
- +45% CTR
- –40% cost per action
Creative & Asset Generation
Auto-generated scripts, titles, voiceovers, and ad materials through Viva Flow’s knowledge-driven creative engine.
- –70% production cost
- +30% CTR real-time A/B creative optimization
Knowledge Middleware Licensing
Expose Viva Flow’s graph and reasoning APIs to enterprise systems for intelligent recommendations, prediction, and ROI optimization.
- 10× faster deployment
- unified knowledge layer for all AI agents
Proven Business Impact, Enterprise-Ready Trust
Business Impact
- Accurate targeting and native embedding → +45% CTR and +32% dwell time
- Real-time creative optimization → 3× faster campaign iteration
- Cost efficiency through automation → –70% production time and cost
- Explainable, auditable reasoning paths for decision traceability
Trust & Compliance
- Data isolation and least-privilege access for every enterprise tenant
- Encryption in storage and transmission (AES-256 / TLS 1.3)
- Full auditing and governance dashboard for compliance reporting
- Deployable in cloud, private, or on-prem environments
Contact Us
Tell us your scenario and goals—we’ll arrange a tailored demo and assessment.