GenAI agents that truly understand your business
Deploy task-specific GenAI agents to search, summarize, validate, and reason over your enterprise knowledge with ThoughtMesh.
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Even with strong business interest, many initiatives stall because of hidden costs, delays, and structural gaps in data, architecture, and governance. ThoughtMesh is designed to address these blockers head-on.
Data silos and readiness gaps
Enterprise data is often siloed, unstructured, or inconsistently tagged, making it hard to prepare for vectorization or downstream LLM use.
Inconsistent RAG outcomes
Off-the-shelf RAG setups frequently produce irrelevant or low-confidence answers due to poor source ranking or lack of validation.
Time-to-value delays
Custom pipelines and agent experiments can take months before showing tangible results, slowing down ROI and competitive advantage.
High costs and inefficiencies
Lack of standardization and duplicated development efforts inflate bills, increase maintenance overhead, and limit scalability.
How ThoughtMesh solves it
ThoughtMesh addresses these challenges with a set of integrated components designed to streamline GenAI development, improve reliability, and enable secure, scalable deployment.
No-code workflow builder
Accelerate experimentation and adoption with a visual drag-and-drop UI. ThoughtMesh makes it easy to build workflows, such as single-agent systems, chatbots, or simple LLM flows, thereby speeding up time to production.
Agent management and orchestration
Build and manage multi-agent system with ease. ThoughtMesh helps you design specialized agents that can be orchestrated to work individually or as a team as well as equip them with external tools, APIs, or custom MCPs.
Namespace-driven governance
Get end-to-end security for your data. Each namespace carries its access rules into downstream workflows and AI agents, so only authorized users can leverage the underlying data, even if workflows are widely shared.
Knowledge management
Create and update knowledge bases in minutes with a simple UI. Upload structured or unstructured data, and ThoughtMesh turns it into a ready-to-use knowledge base, making GenAI easier for business teams.
Vectorization pipeline
Transform data into AI-ready formats for precise retrieval. ThoughtMesh ingests and chunks content, generates embeddings with metadata, and stores them in vector databases to power fast, accurate semantic search.
Corrective RAG
Deliver answers business users can trust. With live validation, ranking, and continuous feedback loops, ThoughtMesh minimizes hallucinations and ensures outputs are accurate, consistent, and reliable.
Turn GenAI ambitions into business outcomes
ThoughtMesh accelerates your GenAI journey by eliminating integration hurdles, compressing development time, and providing a platform to build, supervise, and scale intelligent agents across your enterprise.
Faster implementation at lower cost
Get GenAI use cases live in weeks. Skip the heavy lift of custom pipelines and integrations. ThoughtMesh abstracts complexity so your teams can focus on business logic.
Reliable and trustworthy outputs
Adopt GenAI with confidence. ThoughtMesh reduces hallucinations and inconsistent answers, giving businesses accurate, traceable outputs they can rely on for real decisions.
Enterprise-ready security and scale
Expand GenAI initiatives with ease. ThoughtMesh’s architecture ensures projects can grow across teams securely, while maintaining compliance and performance.
See ThoughtMesh in action.
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