{"slug": "show-hn-a-self-hosted-market-research-tool-with-publicly-verifiable-security", "title": "Show HN: A self-hosted market-research tool with publicly verifiable security", "summary": "FreedomCore has launched ATLAS, a self-hosted market-research tool that uses AI to generate evidence-backed briefs on stocks, crypto, commodities, currencies, indices, and macro events in seconds. The tool sweeps charts, filings, and macro data to produce structured research output, with publicly verifiable security and no financial advice or brokerage execution. ATLAS offers three research templates—Snapshot, Research Report, and Source Pack—and is available via a £12 Pro subscription for up to 10 custom runs per day.", "body_md": "**Atlas desk ready** Validated market briefs hydrate here automatically.\n\n# ATLAS turns the world's leading AI loose on every market, and answers in seconds.\n\nMarkets move faster than any desk can read them. The moment you name a stock, crypto asset, commodity, currency, index, or macro event, ATLAS sweeps every available stream at once. It resolves the chart, reads the filings, weighs the macro backdrop, and authors a single evidence-backed brief while the page is still settling. The depth of a full research team, delivered at the speed of a question. Research output only. Not financial advice, not signals, and no brokerage execution.\n\n**0** Symbols covered\n\n**0** Asset classes\n\n**0** Pro runs / day\n\n**0** Founding seats\n\n[Refreshed daily](https://atlas.freedomcore.io/stocks/)\n\n### Symbol Coverage — 224 markets, one desk\n\nEvery page is a living research file: candlestick charts, authored daily briefs, risks, catalysts and sources for equities, crypto, forex, commodities, indices and ETFs.\n\nExplore the coverage*→*\n\n### Run a brief\n\nName any symbol and the AI scouts sweep filings, tape and macro to author a sourced brief in seconds.\n\nStart a run*→*\n\n### Research notes\n\nThe desk's daily journal: what changed, what mattered and what the evidence actually supports.\n\nRead today's note*→*\n\n### What Atlas does\n\nThe methodology, the data rails and the honesty rules behind every page. No black box.\n\nSee how it works*→*## Daily Atlas Pulse\n\n[All coverage](https://atlas.freedomcore.io/stocks/)\n\n### Market Snapshot\n\nFast asset overview with price, valuation, financial health, and source context.\n\n**free**\n\n**research**\n\n**pending**\n\n- asset summary\n- key metrics\n- risk flags\n\n## Data and connectors\n\n- quotes\n- company profile\n- financial metrics\n\n- FMP or Financial Datasets\n- LLM provider\n\n**atlas response** idle\n\n## Pick any market. Open the chart. Build the brief.\n\nStocks & Shares, London listings, commodities, forex, indices, and crypto sit in one workflow: live chart first, then fundamentals, news, calendar risk, and ATLAS research.\n\n**Amazon** NASDAQ:AMZN · Stocks & Shares · United States\n\n## One desk. Different research jobs.\n\nATLAS now launches with three customer choices: Snapshot, Research Report, and Source Pack. The report engine adapts behind the scenes for stocks, ETFs, crypto assets, commodities, indices, and FX so subscribers are not asked to pick from banking jargon.\n\nLoading ATLAS workflow catalog...\n\n## Macro events before the brief.\n\nATLAS will track rate decisions, inflation prints, labour data, growth releases, energy shocks, sector risk, and earnings timing before generating market research. Live event dates stay disabled until the provider source is approved.\n\n**macro calendar** provider pending\n\nResearch output only. Not financial advice. No brokerage execution.\n\n## Pick a job. Get a structured brief.\n\nEmail subscribers get one confirmed welcome research run. Atlas Pro gets 10 custom research runs, email delivery, saved research history, and archive/export controls.\n\nAtlas Pro unlocks 10 custom research runs and saved research history. Higher FreedomCore tiers keep deeper committee formats separate from the £12 launch SKU.\n\n[Start Atlas Pro →](https://atlas.freedomcore.io/pro/)\n\n## Authenticated research rail. No fake data.\n\n**1**\n\n### Subscribe\n\nOne FreedomCore account unlocks ATLAS alongside the rest of the suite. One bill, all surfaces.\n\n**2**\n\n### Pick a template\n\nChoose Snapshot, Research Report, or Source Pack. ATLAS handles the asset-specific routing behind the scenes.\n\n**3**\n\n### Get the brief\n\nATLAS separates source-backed facts from gaps, returns a structured browser brief, and can send the completed research receipt by email. Research only — never a recommendation.\n\n## Need help with Atlas Pro?\n\nFor billing, delivery, account access, or research receipt issues, email the FreedomCore support desk. First paid launch support is deliberately simple: one monitored inbox, clear scope, and a written response target.\n\n[support@freedomcore.io](mailto:support@freedomcore.io)Response target: within 48 hours UK time. Research output only. No brokerage execution or financial advice.\n\n## The full desk, £12 a month — locked for life.\n\nThe first 100 founding members keep the £12 price forever. Standard price is £19 once the cohort closes.\n\n#### Free, forever\n\n- 224 symbol pages, charts and daily briefs\n- Market Wit opening on every file\n- 3 welcome research runs with email confirm\n\n#### Atlas Pro · Founding\n\n- 10 research runs every day, any market\n- Full reports: risks, catalysts, source packs\n- PDF + CSV export, email delivery, 25-symbol watchlist\n\n[Claim a founding seat →](https://atlas.freedomcore.io/pro/)\n\n[VISA Mastercard AMEX Pay G Pay Link Klarna Revolut Pay amazon pay stripe Payments by Stripe · PCI DSS Level 1 · card details never touch FreedomCore servers · A+ TLS · cancel anytime · 14-day refund · tap for details](https://atlas.freedomcore.io/pro/#payments)", "url": "https://wpnews.pro/news/show-hn-a-self-hosted-market-research-tool-with-publicly-verifiable-security", "canonical_source": "https://atlas.freedomcore.io/", "published_at": "2026-06-11 22:33:23+00:00", "updated_at": "2026-06-11 22:49:36.256405+00:00", "lang": "en", "topics": ["ai-products", "ai-tools", "artificial-intelligence"], "entities": ["ATLAS", "FreedomCore"], "alternates": {"html": "https://wpnews.pro/news/show-hn-a-self-hosted-market-research-tool-with-publicly-verifiable-security", "markdown": "https://wpnews.pro/news/show-hn-a-self-hosted-market-research-tool-with-publicly-verifiable-security.md", "text": "https://wpnews.pro/news/show-hn-a-self-hosted-market-research-tool-with-publicly-verifiable-security.txt", "jsonld": "https://wpnews.pro/news/show-hn-a-self-hosted-market-research-tool-with-publicly-verifiable-security.jsonld"}}