veroq#

Verified AI. One function call. Stop shipping hallucinations.

Shield any LLM output — every claim extracted, fact-checked against live evidence, corrected if wrong. 1,061+ tickers, 260 verified sources, 18 categories. Built for developers shipping AI to production.

Install#

text

openclaw install veroq

Shield — Verify Any LLM Output#

CommandDescription/ask [question]Ask any question — verified answer with trade signals, reasoning, follow-ups/verify [claim]Fact-check a claim — verdict + evidence chain + confidence score

Every response is Shield-verified. Claims are extracted, checked against live evidence, and corrected if wrong.

Intelligence#

CommandDescription/news [category] [limit]Latest verified briefs (18 categories)/brief [topic]Generate an on-demand intelligence brief/search [query]Full-text search across all briefs/trendingTrending stories by engagement/forecast [topic]Structured predictions on any topic/entities [query]Search extracted entities (people, orgs, tickers)/trending-entitiesMost mentioned entities in last 24h/events [type] [subject]Structured events (acquisitions, funding, launches)/historical [from] [to]Search briefs within a date range/similar [brief_id]Find related briefs by similarity/clusters [period]Automatic story clusters by topic/data [entity] [type]Structured data (money, percentages, metrics)/timeline [brief_id]How a living brief evolved over time/web-search [query]Web search with trust scoring/crawl [url]Extract structured content from a URL

Trading & Market Data#

CommandDescription/price [symbol]Live price + change for any ticker/ticker [symbol]Ticker overview with sentiment + price/ticker-score [symbol]Composite trading signal (4 components)/technicals [symbol]20 technical indicators + signal summary/candles [symbol] [range]OHLCV candlestick data/screener [query]AI-powered natural language stock screener/backtest [strategy]Replay strategies with equity curve + Sharpe/correlation [tickers]Pearson correlation matrix (up to 10 tickers)/alerts [action]Price/sentiment alerts with webhook delivery/market-moversTop gainers, losers, most active/sectors [days]All sectors with sentiment overview/portfolio [tickers]Portfolio-aware intelligence feed/events-calendar [ticker]Upcoming earnings, launches, acquisitions/ipoIPO calendar from SEC EDGAR

AI Reports#

CommandDescription/report [symbol] [tier]Generate AI analysis report (quick/full/deep)

Social Sentiment#

CommandDescription/social [symbol]Reddit + Twitter sentiment for a ticker/social-trendingTrending tickers on social media

Alternative Assets#

CommandDescription/crypto [symbol]Crypto token data or market overview (200 tokens)/defi [protocol]DeFi TVL overview or protocol detail/economy [indicator]Economic indicators (GDP, CPI, unemployment, yields)

Verified Swarm & Agent Runtime#

• Verified Swarm — 5-agent pipeline (planner → researcher → verifier → critic → synthesizer) with auto-verification at every step
• Agent Runtime — vertical kits for finance, legal, research, compliance
• Agent Memory — persistent per-agent knowledge that gets smarter over time
• Private Knowledge Base — upload your docs, Shield verifies against them first
• 62 MCP tools via veroq-mcp
• Self-hosted Shield — docker run veroq/shield — runs inside your VPC with your own LLM

Coverage#

• 1,061+ tickers: 713 equities (full S&P 500 + international ADRs), 197 crypto, 127 ETFs, 16 commodities, 8 market indices + auto-discovery
• 260 verified sources across 18 verticals
• 20 technical indicators: SMA, EMA, RSI, MACD, Bollinger, ATR, Stochastic, ADX, OBV, VWAP, and more
• Multi-provider prices: Yahoo Finance + Twelve Data + FMP with automatic failover

Pricing#

PlanCredits/moRate LimitPriceFree1,00010/min$0Builder3,000120/min$24/moStartup10,000300/min$79/moGrowth40,000600/min$179/moScale100,0001,200/min$399/moEnterpriseUnlimited5,000/minCustom

Free tier requires no API key. Upgrade at veroq.ai/pricing.

Security & Privacy#

• Read-only: Only fetches public data. Does not write, modify, or delete anything.
• No credentials: No API keys or tokens required for free tier.
• No user data: Queries are not stored or shared.
• Single domain: All requests go to api.veroq.ai only.
• Self-hosted option: Run entirely inside your VPC with docker run veroq/shield

Links#

• VeroQ
• Shield
• Self-Hosted Shield
• API Reference
• SDKs & Integrations
• GitHub