Imagine a single platform where every piece of knowledge, every document, every conversation within your organization is instantly accessible, intelligently connected, and ready to empower your decisions.
Knowledge is power! And more so for modern era of communication overload where it is becoming increasingly difficult to provide meaningful information to a variety of stakeholders: senior
executives, sales, finance, HR, R&D etc. Teams are looking for a single source of truth. Emergence of LLMs (Large Language Models) has created an opportunity to generate insights from a diverse
set of data and present it in a human understandable format.
Enterprise data is scattered across many diverse formats, from databases and ERP systems to unstructured sources like documents, emails, Slack, JIRA etc. Getting accurate information in a timely
manner is becoming increasingly difficult. There are myriad choices of LLMs (100s and counting), RAG frameworks (dozens) and compute resources (cloud, on-premises, heterogeneous devices etc.).
Configuring LLM based solutions in an accurate and cost-effective manner is very daunting and teams tend to give up after initial PoCs. Less than 5% of such efforts go to production level.
Empower agents with instant answers to customer queries, improving resolution times and satisfaction.
Provide sales teams with access to product info, competitor analysis, and insights to close deals faster.
Accelerate innovation by giving engineers access to technical documentation and internal knowledge.
Ensure rapid access to regulatory documents, contracts, and internal policies for compliance.
Streamline internal processes, employee inquiries, and policy adherence with accessible information.
Feature | ZettaLens AI | Langchain | LlamaIndex | Vectara | Haystack | IBM Watsonx |
---|---|---|---|---|---|---|
Pricing Model | Enterprise Quote | Open source | Open Source | Pay per API call | Open Source | Enterprise Quote |
Workflow UI | Low-code drag and drop | ❌ Code Only | ❌ Code Only | ✅ Limited UI | ❌ Code Heavy | IBM Specific |
Multi-LLM Support | OpenAI, Anthropic, Mistral | ✅ | ✅ | ❌ Vectara Only | ✅ | Watson Models |
Enterprise Ready | RBAC, SSO, Audit Logs | ❌ | ❌ | Limited | ❌ | IBM Cloud |
Hybrid Search | Vector + Keyword + Semantic | ❌ | ❌ | ✅ | ✅ | ✅ |
Pre-Built Pipelines | Docs, Chat, Analytics | ❌ | ❌ | Fixed Templates | ❌ | IBM Templates |
Data Connectors | 100+ SaaS/DBs | Plugins | ✅ | API Only | ❌ | IBM Ecosystem |
On-Prem Deployment | ✅ | ✅ | ❌ | Cloud Only | ✅ | ✅ |
Latency Optimization | Calling, Async | ❌ | ❌ | ✅ | ✅ | ✅ |