Built for long-short equity hedge funds. Every output cites the exact source it came from. Every model exports as an editable, formula-linked file, not a black-box answer. Deployed cloud, private VPC, or fully on-prem.
Analyze companies, filings, and market data across global public markets.
Automate document analysis, monitoring, and recurring investment workflows.
From data ingestion and financial models to valuation and portfolio monitoring.
Flexible infrastructure built for long-short equity hedge funds, cloud or fully on-prem.
Avanis AI develops software that transforms raw market information into structured investment intelligence, with every claim traceable back to its source.
From exchange filings and earnings calls to alternative datasets and company guidance, our platform automates the research process through specialized AI agents, quantitative analytics, and formula-linked, editable models instead of black-box answers.
Built for long-short equity hedge funds, our infrastructure helps analysts accelerate research and defend every number in an IC meeting. Deploy in the cloud, a private VPC, or entirely on your own infrastructure.
Founder & CEO
Chief Technology Officer
Head of Engineering
Chief Operating Officer
Three core practices, one engineering standard: verifiable, auditable, production-ready.
Leverage LLMs and neural networks to forecast market trends with institutional-grade accuracy, backtested, explainable, and tuned to your universe.
Automate back-office reconciliation, compliance checks, earnings triage, and reporting with AI agents that leave a full audit trail.
Real-time anomaly detection systems that adapt to new threat vectors faster than legacy rule-based engines, with human-readable alerts.
Large funds pay six figures for this off the shelf. We build it around your exact workflow, for mid-market long-short equity funds trading Asia and beyond.
Most desks juggle five disconnected tools for this. Click a feature, on the screen or below, to see what actually runs underneath, and what it replaces.
Reads every earnings call and filing, then answers questions with page-level citations.
Shocks your holdings against rate moves, FX swings, and macro scenarios, before they happen.
Builds a working DCF with assumptions lifted straight from the filings.
Turns a plain-English idea into a ranked shortlist across the whole market.
A fund-specific agent that runs your research routines on schedule, built around your fund's own workflow rather than a generic template.
News triage across every market you cover, pushed as alerts on your names only.
Most research desks stitch these tools together by hand, copy-pasting between tabs. When we build you a custom solution, the same capabilities run as one pipeline. Watch the flow.
Filings, transcripts, and decks ingested and indexed
Valuation, deep research, and sentiment scoring
Scheduled monitoring, triage, and alerts
Signals, models, briefings, and alerts delivered into your workflow, cited and auditable
Tool-agnostic by design, we pick the right engine per stage and swap it out as better ones ship, so your workflow never depends on one vendor's roadmap.
Real platforms, built for real desks. Case study write-ups are coming as these engagements mature.
Quant Platform
Research platform for long-short equity desks: earnings-call guidance extraction and credibility checks against prior-quarter actuals, citation-verified Q&A over transcripts, automated formula-linked DCF export. In active development, not yet deployed to a client.
Market Intelligence
Signal aggregator fusing analyst revisions, transcript narrative shifts, and management guidance accuracy into a single conviction score per ticker.
IPO Intelligence
End-to-end IPO intelligence for Hong Kong listings: heuristic and machine-learning deal scoring, exchange-data backfills, and a pipeline view from first filing to debut.
Workflow Automation
Records, transcribes, translates, and summarises webcasts, meetings, and podcasts, pushing structured, searchable notes straight into the firm's document store.
Practical essays and demos on AI automation for hedge fund research desks, written from real, working builds, not theory.
Why the next wave of automation is agents that own outcomes, not scripts that follow steps, and what that means for compliance.
Read Article →A practical decision framework: when retrieval wins, when fine-tuning pays off, and the hybrid pattern we deploy most often.
Read Article →A practitioner's blueprint: the stack, the guardrails, and the audit-trail design I'd use to ship a regulator-ready compliance assistant in one month.
Read Article →Attention, embeddings, and context windows explained through order books and price series, no PhD required.
Read Article →Reading about automation is the start. Watching it run on your portfolio is the point.
Five principles sit under every platform we ship and every engagement we take.
Deployment is your call: fully on-premises, your private cloud, or our managed environment. For funds with strict mandates we build local-first, documents, models, and outputs never leave your network, and we work under NDA from the first conversation.
Annual per-firm licence tiered by team size, plus scoped builds for custom platforms. A pilot on your live workflow comes first, so you see measured time savings before committing.
Pilots deploy in 2–4 weeks on your real portfolios. Full custom platforms typically ship in 6–10 weeks, iterating weekly with your analysts.
Mid-market long-short equity hedge funds in Asia, teams that need institutional-grade, auditable AI without enterprise pricing or year-long implementations. If your analysts need to defend every number in an IC meeting, this is built for that specifically, not as a general-purpose research tool.
We work from the middle of Asia's capital markets, in the same time zone as the exchanges we cover, and ship to funds worldwide.
Tell us about your fund, platform, or workflow. A member of Avanis AI replies within 24 hours.
Prefer email? Avanis.AI@outlook.com
Avanis AI provides software and technology services. Nothing on this website constitutes investment advice, a recommendation, or an offer or solicitation to buy or sell any security or financial instrument. Content is provided for informational purposes only.
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