Applications and Agents
Workflows, prompts, decisions. Your IP.
Any LLM of your choice
Claude, GPT-4, Gemini, open-weight.
Needl.ai Context Infrastructure
Integrations, retrieval, permissions, audit.
Your Source Systems
SharePoint, Salesforce, Slack, S3 and more.
LLM-agnostic
The context layer works with any model. We do not lock you into a specific LLM.
Sovereign by default
Deployed in your VPC or on-prem. Your data never leaves your perimeter. SOC 2 Type II, ISO 27001, GDPR. Zero training reuse, contractual.
Benchmarked accuracy
97.2% on FinanceBench. Ranked first on S&P Global Kensho Long-Document QA. Independently administered.