Why Traditional RAG Isn't Enough
Most AI applications rely on standard RAG (Retrieval-Augmented Generation), which treats data as isolated "chunks" in a vector database. It finds similar words, but misses the bigger picture.
Tensor Trellis is built upon a Hybrid RAG ecosystem. We combine the speed of vector search with the deep connectivity of a graph database - an approach known as Hybrid RAG. This allows your AI to understand relationships, structure, and hierarchy - not just keywords. It's the difference between an AI that searches and an AI that thinks.
- Every new piece of data instantly connects to what you already know
- Remembers when things happened and how they're connected
- Reduces hallucinations via grounded facts
- Three search methods working together for complete answers
Retrieving Entities from Document...
Agentic Workflows
Learn MoreAgents are autonomous AI systems that can execute tasks. When powered by our Hybrid RAG, they gain infinite memory and precise access to your business data - whether it's the entire knowledge base or a strict subset. We help you build customized agents that understand your specific business processes.
The Multi-Agent Enterprise
Imagine a scenario where you control multiple purpose-built agents. An HR Agent accesses sensitive employee records, while a Sales Agent taps into internal company documentation. They work independently but can reach out to you or collaborate with each other when needed - unlocking true enterprise automation.
AI Agents
Learn MoreBuild intelligent agent teams powered by Hybrid RAG and persistent personas. Design lead agents that coordinate sub-agents across departments, interact directly with your team, or perform specialized job functions autonomously.
Agent Hierarchies
Create lead agents that delegate tasks to specialized sub-agents across departments. A primary agent can coordinate with multiple team agents to resolve complex, multi-step requests from start to finish.
Human + Agent Workflows
Agents work alongside your team, not in isolation. They can escalate to a human when judgment is needed, hand off tasks between agents, or operate fully autonomously for routine functions.
Granular Permissions
Give an agent full access to the entire dataset or restrict it to a specific subset of your knowledge base. Each agent sees only what you allow it to see, keeping sensitive information compartmentalized.
Specialized Job Functions
Define purpose-built agents for specific roles. An onboarding agent that trains new team members, a research agent that monitors trends, or a quality agent that audits workflows against your documented standards.
Hybrid RAG Intelligence
Agents leverage both vector similarity search and knowledge graph traversal simultaneously. They do not just find relevant text, they understand the relationships between concepts, people, and processes across your organization.
Meet Them Anywhere
Your agents are not trapped in a chat window. Deploy them across voice, text, and any integration channel, wherever your team and customers already work. Give each agent a unique cloned voice for natural phone and audio interactions, or connect them via Slack, email, or your own custom interface.
Most platforms offer chatbots that answer questions from a flat document store. Tensor Trellis agents are different. They operate in coordinated teams with clear hierarchies, fine-grained access controls, and persistent memory. Complete control and flexibility for human-agent and agent-agent workflows, built on your data, under your control.
Agent Personas
Learn MoreGive your AI agents a soul. With infinite memory architecture, every agent can develop and maintain a truly unique personality, complete with their own voice, communication style, and preferences that evolve over time.
Unique Identity
Craft distinct personality profiles with their own tone, expertise, and temperament so each agent feels like a real team member.
Their Own Voice
Assign a custom voice to each persona for natural audio conversations. Not a generic bot, a recognizable presence.
Infinite Memory
Unlike competitors where every session starts from scratch, your agents remember every prior interaction. Your conversations hold valuable insights that should never be thrown away.
Most AI platforms treat every conversation as a blank slate. Tensor Trellis agents never forget. They build on every interaction, growing more useful and more personalized over time. Your conversations hold valuable insights that should never be thrown away.
The Knowledge Engine
Powering Websites, Mobile Apps, and Enterprise Workflows
Easy Content Ingestion
Tensor Trellis Graph
AI Content Creation
Video Analysis
Agentic Workflow Integration
MCP Client
Ready to Upgrade Your AI Strategy?
Start building with the Tensor Trellis ecosystem today.