One screen. Six tool-chains running beneath it.

Most research desks juggle five disconnected tools for this. StockLens runs them as one connected system, every output cited back to its source. See it live on the interactive product tour.

Transcript Intelligence

Reads every earnings call and filing, then answers questions with page-level citations. Replaces NotebookLM + finBERT juggled by hand: LlamaParse parsing → FinBERT sentiment → LLM reasoning. Result: 3–4 hours cut to 25 minutes per earnings call.

Macro Scenario Simulator

Shocks your holdings against rate moves, FX swings, and macro scenarios before they happen. Replaces manual, Perplexity-style deep research: multi-model reasoning over macro data plus your live portfolio. Result: a full portfolio stress test in minutes, not a weekend.

Valuation Models

Builds a working DCF with assumptions lifted straight from the filings. Replaces Claude and Excel stitched together by hand: reasoning models plus LlamaParse extraction into a live valuation model. Result: 2 hours cut to 10 minutes per model.

Basic Screener

Turns a plain-English idea into a ranked shortlist across the whole market. Replaces manual screening in spreadsheets: text-to-SQL plus semantic re-ranking over 3,000+ names. Result: a full-universe shortlist in under 10 seconds.

AI Agent

A fund-specific agent that runs your research routines on schedule, built around your fund's own workflow rather than a generic template. Replaces OpenClaw- or Hermes-style agent stacks: a custom agent loop trained on your fund's workflow. Result: grunt work done before market open.

Daily Updates

News triage across every market you cover, pushed as alerts on your names only. Replaces 60–90 minutes of manual news reading: a LangGraph agent pipeline with LLM triage pushing alerts. Result: under 5 minutes for a morning routine across 6 markets.

Deployment

Cloud, private VPC, or fully on-premises. Your data never trains public models, and engagements are NDA-first from the first conversation. See Security for the full data-handling breakdown.

Talk to us

Tell us about your fund's workflow: Avanis.AI@outlook.com, or book a meeting.