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AI Agent ยท Fintech

The journal that makes you a better trader.

Auto-import every trade, surface the patterns behind your wins and losses, analyse drawdown and risk, and get AI-generated insights that read like a coach, for prop firms managing traders and serious retail traders alike.

Autobroker import ยท pattern & mistake detection ยท white-label ยท live in 2โ€“4 weeks
AutoBroker & CSV import
Pattern& mistake detection
White-labelYour brand
2โ€“4 wksTo production
What it does

Your P&L, explained.

Not another spreadsheet. A journal that ingests your trades automatically and tells you what's actually driving your results, and what's quietly killing them.

01

Automatic trade import

Syncs trades from brokers and platforms, or imports CSVs, no manual logging, no missed trades.

  • Broker & platform sync
  • CSV import
  • Multi-account
02

Pattern detection

Finds the setups, times and behaviours behind your best and worst trades, the edge and the leak.

  • Winning-setup detection
  • Time / session edge
  • Behavioural patterns
03

Mistake & discipline analysis

Flags overtrading, revenge trades, oversizing and rule-breaks, the habits that quietly erode accounts.

  • Overtrading & revenge flags
  • Position-sizing checks
  • Rule-adherence scoring
04

Drawdown & risk analytics

Max drawdown, risk-of-ruin, expectancy and R-multiples, the numbers that actually matter.

  • Drawdown & risk-of-ruin
  • Expectancy & R-multiples
  • Equity-curve analysis
05

AI performance insights

Plain-language reviews that read like a coach, what to keep doing, what to stop, what to test.

  • Coach-style reviews
  • Weekly & per-trade
  • Actionable suggestions
06

Prop-firm & team mode

Roll up dozens of traders into one dashboard with rules, alerts and per-trader reports, white-labelled.

  • Multi-trader dashboards
  • Rule & risk alerts
  • White-label branding
How it works

The architecture, end to end.

Trades import automatically from brokers, get normalised, run through analytics and pattern detection, feed an AI insight layer, and surface on dashboards and reports for traders or the firm.

Runs in your cloud or a private VPC ยท trade data never trains third-party models ยท SOC 2-ready

Connects to

Plugs into the stack you already run.

Imports from the brokers and platforms your traders already use.

MetaTrader 4/5
cTrader
Interactive Brokers
TradingView
Rithmic
Tradovate
Binance
CSV
GPT-4o
Claude
Postgres
Your VPC
Deployment

From broker connect to insights in weeks.

A fixed-scope rollout, white-labelled for prop firms, standalone for individual desks.

01

Discovery, Week 0

We map your brokers, the metrics and rules that matter, and whether it's for a firm or individuals.

02

Connect, Weeks 1โ€“2

We wire up broker imports, normalise historical trades, and configure your metrics and rules.

03

Tune, Weeks 2โ€“3

We calibrate pattern and mistake detection to your strategies and set up firm dashboards if needed.

04

Go live, Week 4+

Rollout with white-label branding. Optional retainer for new brokers, metrics and insight tuning.

Enterprise-grade

Insight that changes behaviour, not just charts.

Most journals show you what happened. This one tells you why, and what to do about it.

01 ยท Behaviour, not just numbers

It finds the leak.

Beyond P&L charts, it surfaces the behavioural patterns, overtrading after losses, oversizing, session edges, that actually drive results, with plain-language coaching a trader will act on.

02 ยท Your data, your brand

Own the platform and the relationship.

Deploy white-labelled in your cloud, keep trade data in your infrastructure, and give your traders or members a journal under your brand. Trade data never trains third-party models.

Frequently asked

The questions prop firms & traders ask first.

Something missing? Email Prakash directly, same-day replies, no SDR layer.

Does it import trades automatically?
Yes, it syncs directly from brokers and platforms like MetaTrader, cTrader, Interactive Brokers and Tradovate, or imports CSVs. No manual logging, so nothing gets missed or fudged.
What can it actually tell me?
Beyond a P&L chart: your winning and losing patterns, the sessions and setups where you have an edge, the mistakes eroding your account (overtrading, revenge trades, oversizing), and drawdown and expectancy metrics, plus plain-language, coach-style reviews.
Can we use it for a prop firm?
Yes. Firm mode rolls up many traders into one dashboard with rules, risk alerts and per-trader reports, all white-labelled under your brand.
Can it be white-labelled?
Yes, deploy it under your own brand for your traders or members, in your cloud, with your styling.
Is our trade data secure?
Yes. We deploy in your cloud or a private VPC, keep trade data in your infrastructure, and it never trains third-party models. SOC 2-ready.
How long to deploy and how is it priced?
Live in 2โ€“4 weeks. Pricing is a fixed setup fee plus a monthly platform fee, flat for a desk, per-trader tier for firms.
See it analyse real trades

Book a live demo Bring a trade history.

A 30-minute session with Prakash or a senior AI engineer, never an SDR. Import a trade history and we'll show the journal surfacing your patterns, mistakes and edge.

Book a live demo โ†’
Founder will reply personallyPrakash Singh ยท Matrytech

We reply within 1 business day โ€” every conversation is NDA-protected.