Everything Needl.ai does, in one private layer
Domain-specific agents for knowledge, reporting, intelligence, and causal analysis, deployed in your environment and grounded in your data.
Core services
Built for financial workflows, from question to decision.
Knowledge Management
AskNeedl synthesizes knowledge from emails, drives, wikis, and research into precise, citation-backed answers, with unified lexical and semantic retrieval and full audit trails.
Report Automation
Annual and IPO filing summaries, credit memos, and coverage notes, structured, citation-linked, and review-ready, with trust scores and red-flag highlights.
Market Intelligence
Real-time horizon scanning across news, filings, regulators, and web sources. Noise filtered, signals ranked, delivered to inbox, chat, or dashboard.
Causal AI
PRISM decomposes outcomes into their drivers, simulates scenarios, and predicts where the numbers head next, with the chain of reasoning shown.
Workflow Automation
Domain-specific agents that plug into existing enterprise workflows and automate end-to-end processes without disruption.
Deployment & Onboarding
Forward-deployed engineering to stand Needl.ai up in your environment, connect your sources, and tune it to your workflows.
Not a wrapper on a chatbot. The layer your firm’s decisions run on.
Why teams choose Needl.ai
The properties that make it safe to run on real decisions.
Retrieval-first architecture
Purpose-built for enterprise use, combining retrieval with RAG for grounded, explainable, verifiable output.
Citation-backed
Every response carries confidence scores and citations to original sources, for transparent, auditable decisions.
Enterprise-scale
Handles high volume, velocity, and variety of data while holding speed, accuracy, and reliability.
Hallucination-resistant
Retrieval-first design minimizes hallucinations and flags missing evidence for complete, factual outputs.
Secure by design
SOC 2 and ISO certified, with private deployments in VPC or on-premises and zero reuse of your data for training.
LLM-agnostic
One context layer that works across models, so you are never locked to a single provider.
See the platform on your data
See it run on your firm's data, in your environment.