Systems for evaluation-based prop firms.
Challenge flows, funded-trader lifecycle, payout automation and risk controls — for the modern prop firm economy.
The specific reality of running this business.
Nobody has a live picture of expected-value per challenge cohort, per rule-set, per marketing source.
The moment a trader passes, the relationship inverts. Most firms keep sending the same emails.
Coordinated groups extract payouts across accounts; rule-based detection catches the loud ones only.
AI operating systems we build for this industry.
Risk & Exposure Intelligence
Live client-book risk engine, VaR, margin-call prediction and correlation clustering across symbols, venues and clients.
Read more →Fraud & AML Intelligence
AI monitoring for chargeback fraud, bonus abuse, IB collusion and transaction-monitoring for AML across jurisdictions.
Read more →AI Trading Operations
Real-time exposure, hedging recommendations, A-book / B-book routing intelligence and toxic-flow detection for the dealing desk.
Read more →Executive & BI Dashboards
CFO / COO command centre — deposits, withdrawals, LTV, CAC and cohort P&L in one live view.
Read more →AI Copilots & Internal Assistants
Firm-trained RAG assistants for dealers, compliance, support and operations — grounded in your data.
Read more →Data Platform & Integrations
MT4 / MT5, cTrader, PrimeXM, Centroid, oneZero, CRM, PSP and ledger unification into a single data platform.
Read more →Journey flows we build for this industry.
Customer Journey Builder
Visual multi-step flow canvas: triggers, splits, delays, A/B, adviser hand-off — the lifecycle journey engine finance has been missing.
Read more →Lead → First Deposit Flow
The single most important brokerage flow — registered, verified, funded, first-traded — with drop-off recovery at every step.
Read more →Activation & First Trade
Educational drip, demo-to-live conversion, platform tutorials and behaviourally-timed first-trade nudges.
Read more →Retention & Dormancy
30 / 60 / 90-day inactivity re-engagement, drawdown empathy flows, win-back offers and reactivation journeys.
Read more →VIP & High-Value Client Journeys
Tiering by volume and equity, dedicated relationship-manager triggers, event and hospitality journeys for whales.
Read more →Attribution & Revenue Intelligence
Deposit-attributed marketing, campaign-to-mandate tracking and real-time budget reallocation across channels.
Read more →