Evidence tier Source Confirmed · 4 captures on record
What the publisher says
As described on AWS Marketplace.
Needl.ai enables regulated enterprises to operationalize GenAI for knowledge management, enterprise search, and document intelligence without compromising accuracy, security, or data control. The platform creates a unified, searchable intelligence layer by indexing structured and unstructured data across internal documents, enterprise systems, and trusted external sources. Agentic AI automates knowledge retrieval, report generation, and research workflows, with every response backed by verifiable citations for traceability and compliance ready AI governance.
Technical Differentiators:
Show the rest of the publisher’s description (6 more lines)
- 97%+ RAG accuracy without traditional vector databases: Purpose-built for enterprise-grade precision.
- Private-by-design architecture: Deploy on your private AWS cloud with no data transfer.
- Zero training on your data: Your proprietary information never trains external models.
- Citation-backed responses: Every answer includes traceable source references for audit readiness.
- Flexible model integration: Bring your own models or use pre-configured LLMs within your secure environment.
Needl.ai serves enterprises in banking, financial services, credit rating, wealth management, consulting, professional services, health, pharma, energy, manufacturing, retail and government departments, that require enterprise-scale knowledge operations under strict regulatory and compliance standards.
Highlights
Highlighted by the publisher on AWS Marketplace.
Knowledge Management & Enterprise Search: Unify enterprise knowledge across documents, databases, emails, and legacy systems into a conversational, citation-backed search experience. AI agents enable secure ingestion, natural language Q&A, Text2SQL, and fast knowledge retrieval. Industry example: A Knowledge Management agent deployed on a private cloud for a Big 4 consulting firm enables secure search across 10+ years of deliverables, reducing document discovery time by up to 70%.
Report Automation: Automate document processing and report creation across enterprise data. AI agents extract insights from documents, emails, CRMs, and databases, then generate formatted, editable reports that fit existing workflows. Industry example: A Ratings Report Automation agent generates customized credit rating reports within 30 mins of exchange filings for an Asian subsidiary of a US-based ratings agency, reducing turnaround from 48 hours to under 30 mins with 97%+ accuracy.
Market Intelligence & Monitoring: Monitor filings, regulatory updates, news, and market signals to deliver contextual insights such as compliance, competitive intelligence, and M&A events. Industry example: An Energy Trading Market Intelligence agent provides alerts and AI-driven research for a $10B renewable energy firm in APAC, helping the trading desk capture a $250K gain within 3 weeks of deployment.
Agent build and provenance
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The layer-by-layer build, the evidence behind each claim, the risk basis and the cross-marketplace links are open to any account. Some rows are disclosed, some the source leaves Unknown; a free account shows you which.
Compliance
- FedRAMPConfirmedNot listed90%, registry-checkedNo FedRAMP Marketplace entry matched this vendor's domain, checked 2026-08-27registry recordas observed 2026-08-27
Confirmed means matched to a public authoritative registry. Claimed means the vendor or its listing states it, not yet cross-checked. A framework not shown was not found in any source we hold, which is not evidence against it. Not listed means a scoped registry check found no match for this vendor's domain: a No is a scoped registry check, not a compliance judgment. Confidence bands: 95% domain-verified, 90% registry-checked, 80% self-attested, 70% weak signal. Self-attested items marked “vendor's site” are gathered from the vendor's own website and are not verified by us.
Vendor
External enrichment
Plans and pricing as listed
4 listed- Users
- Users
- Users
- Users
Refund terms
As stated by the publisher on AWS Marketplace.
Support@needl.ai
Sources
Publisher resources
3 linksLinked repositories
Unknown means this listing does not publish a repository. It is not a statement that the code is closed, and a linked repository is not a claim that the publisher wrote it: the registry computes that relationship privately and does not publish it.
Evidence risk is the share of the build you cannot see before you deploy, not a security rating. Sign in to see the layer-by-layer basis for this band.