问对问题，
得到可验证的答案。Ask the right question,
get a verifiable answer.
用自然语言做量化研究：取数、分析、回测到虚拟盘，每个结论都可追溯。Quant research in plain language — data, analysis, backtests and paper trading, every conclusion traceable.
A product of Frontwise一个平台，
覆盖研究全流程。One platform,
the whole workflow.
量化研究需要同时处理数据、方法、回测与风险。Quant72 让模型负责理解问题与解释结果，计算交给可复用的工具与专业回测引擎，结论可追溯、可复核。Quantitative research means juggling data, methods, backtests and risk. Quant72 lets the model interpret questions and explain results, while computation runs on reusable tools and a professional backtesting engine — every conclusion stays traceable.
服务量化基金、投研团队与财经媒体；研究、策略和密钥都留在你自己的电脑上。Built for quant funds, research teams and financial media — with research, strategies and keys kept on your own computer.
研究Research
统计检验、实证研究、财务与历史复盘，结果写进 Notebook，图表和数字都有出处。Statistical tests, empirical studies, fundamentals and historical reviews — written to a notebook with sourced charts and numbers.
回测Backtest
事件驱动回测，严格区分样本内外，收盘决策、次一根开盘成交，杜绝未来数据。Event-driven backtests with strict in-/out-of-sample splits: decide at the close, fill at the next open, no look-ahead.
虚拟盘Paper trading
同一份策略代码接入实时行情持续验证，记录每笔成交与对账；实盘逐步接入，尚未开放。The same strategy code runs on live prices with every fill reconciled; live execution is being phased in.
研究有深度，使用仍然清晰。Deep research, clear to use.
一站式量化研究End-to-end quantitative research
从统计检验、实证研究到策略回测与虚拟盘，在同一平台完成，并逐步接入实盘。回测严格区分样本内外，收盘决策、次一根开盘成交，杜绝未来数据。From statistical tests and empirical research to backtesting and paper trading on one platform, with live execution being phased in. Backtests separate in-sample and out-of-sample periods, decide at the close and fill at the next open — no look-ahead.
虚拟盘（实盘即将开放）Paper trading (live coming soon)
同一份策略代码接入实时行情，以独立资金在虚拟盘持续验证，记录每笔成交与对账；实盘执行正在逐步接入，尚未开放。The same strategy code runs against live prices with ring-fenced capital in paper trading, with every fill recorded and reconciled. Live execution is being phased in and is not yet available.
多品种与技术分析Cross-asset and technical analysis
覆盖股票、指数、ETF、外汇、商品、利率与加密资产，日线与盘中行情统一对齐，支持趋势、波动、相关性与各类技术指标分析。Equities, indices, ETFs, FX, commodities, rates and digital assets on aligned daily and intraday data, with trend, volatility, correlation and technical-indicator analysis.
财务、复盘与统计研究Fundamentals, event studies and statistics
财务报表与分部数据、宏观与官方统计、历史事件复盘、回归与分布检验；每个数字都由工具计算，并标注口径与来源。Financial statements and segment data, macro and official statistics, historical event studies, regressions and distribution tests — every figure computed by tools, with methodology and sources disclosed.
沉淀分析方法Knowledge that compounds
研究过程、分析工具与方法沉淀为可复用的资产，研究框架越用越完整，每个结论都可追溯、可复核。Analyses, tools and methods are retained as reusable assets, so the research framework grows with every study and every conclusion remains auditable.
持续扩展的数据接口An expanding data layer
内置主流行情、宏观与官方数据接口，并可接入自有数据源；新的数据接口持续加入。Built-in market, macro and official data connectors, plus your own sources — with new integrations added continuously.
全程自然语言交互Natural language, end to end
从提出问题、获取数据、建模计算到生成图表与报告，全部通过对话完成，无需编写代码。From question to data, modelling, charts and reports — the entire workflow runs through conversation, with no code required.
研究报告与发布Reports and publishing
一键生成研究报告与社交媒体图文，统一品牌落款；定期任务按时完成每日简报与市场监测。Generate research reports and social-ready visuals with consistent branding; scheduled tasks deliver daily briefings and market monitoring on time.
本地部署，数据自主Local deployment, full data ownership
Quant72 运行在你的电脑上，研究、策略和密钥都存在电脑上，云端不保存。手机和浏览器登录后会自动建立加密通道；加密建立之前或失效时，读取请求经云端中转（不落盘）。要完全不经过云端，可以选企业版本地部署。Quant72 runs on your own machine; research, strategies and keys stay there and the cloud does not store them. Phones and browsers set up an encrypted channel automatically after sign-in; before that (or if it lapses) read requests pass through the relay without being stored. For no cloud at all, choose the on-premises enterprise edition.
严谨的回测验证。Rigorous validation.
同一组参数先在样本内比较，再用样本外独立验证。Each parameter set is compared in-sample, then checked out-of-sample.
一句话，
端到端执行。One sentence,
end to end.
说一句「把这个想法写成策略，过去几年做样本内外回测」，它会：Say “turn this idea into a strategy and backtest it in- and out-of-sample” and it will:
电脑负责计算，
手机随时查看。Your computer computes,
your phone keeps up.
在手机上打开 quant72.ai 即可查看研究、提出问题与接收提醒。Open quant72.ai on your phone to read research, ask the assistant and get alerts.
为严肃的研究者而做。Built for serious researchers.
量化团队Quant teams
- 策略编写、参数扫描与样本内外验证Strategy development, parameter sweeps, in-/out-of-sample validation
- 长程研究按计划自动推进，可随时暂停与复核Long-horizon research that runs to plan and can be paused and reviewed
- 虚拟盘对接实时行情；实盘逐步接入Paper trading on live prices; live execution being phased in
投研与财经媒体Research & financial media
- 盘中行情、市场复盘与宏观数据即问即得Intraday moves, recaps and macro data on demand
- 研究报告与社交媒体图文一键生成Research reports and social-ready visuals in one step
- 定期任务按时完成每日简报与监测Scheduled daily briefings and monitoring
随时随地Anywhere
- 电脑负责计算，手机随时提问Your computer computes; ask from your phone
- 登录就能用，通讯自动加密Sign in and go; encrypted automatically
- 添加到主屏幕，像 App 一样使用Use it like an app from your Home Screen
三步开始。Three steps to start.
登录并输入邀请码Sign in with your invitation
使用邮箱验证码、Google 或密码登录，输入邀请码开通账号。Sign in with an email code, Google or a password, then activate with an invitation code.
在电脑上安装Install on your computer
生成安装命令并在「终端」运行，安装完成后在后台自动启动。Generate an install command and run it in Terminal; Quant72 starts in the background.
自动连接Connects automatically
装好后自动接入你的账号；手机或浏览器登录就能用。It joins your account automatically; sign in on your phone or browser and it just works.
目前支持 macOS（需要 Node.js 20 以上）。macOS for now (Node.js 20+ required).
让每一个研究问题，
都有可验证的答案。Every research question,
answered with evidence.
数据、代码和结果都在你自己的电脑上。目前新账号注册需要邀请码。Your data, code and results stay on your own computer. New accounts currently need an invitation code.