Overview
Context Engine
Context Engine

Product video
Needl.ai enables enterprises to operationalize AI-driven knowledge management without compromising accuracy, governance, or data control.
The platform securely indexes structured and unstructured information across enterprise repositories such as documents, databases, internal systems, emails, and collaboration platforms. Agentic AI enables natural language enterprise search, allowing teams to ask questions and retrieve precise answers with traceable source citations.
By creating a unified intelligence layer across the organization, Needl.ai reduces time spent searching for information, enables knowledge reuse, and improves decision-making across teams. The platform operates within the organizations private infrastructure, ensuring proprietary information remains secure and compliant with internal governance requirements.
Technical Differentiators
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97%+ RAG accuracy without traditional vector databases: Purpose-built architecture designed for enterprise-grade precision and reliability.
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Private-by-design deployment: Deploy within a private AWS cloud environment to maintain full data control.
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Zero training on proprietary data: Enterprise information is never used to train external models.
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Citation-backed responses: Every response includes traceable source references, ensuring auditability and trust.
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Flexible model integration: Supports both enterprise-approved models and pre-configured LLMs within a secure infrastructure.
Highlights
- Enterprise knowledge layer: Aggregate and index knowledge across documents, legacy systems, databases, emails, and collaboration tools into a single searchable intelligence platform
- Knowledge reuse and institutional memory: Surface insights from historical documents, reports, and engagement deliverables to avoid redundant research.
- Text-to-SQL queries: Query enterprise databases using natural language without requiring technical expertise.
Details
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Pricing
Dimension | Description | Cost/12 months |
|---|---|---|
Seats | Number of monthly needl.ai users | $25,000.00 |
Vendor refund policy
All fees are non-cancellable and non-refundable except as required by law.
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