Wesden Proprietary Trading Firm  ·  AI-Native  ·  Est. 2025
Pre-Live — Building toward first capital deployment
$125k
Authorized Capital
$0
Deployed Capital
2
Strategies in Pilot
1
Strategy in R&D
9
Agents & Roles
4
Voting Council Seats
13
Active Initiatives
We trade our own capital using systematic, rules-based strategies — researched, built, and monitored entirely by AI under human oversight.
Wesden is a proprietary trading firm. We put our own capital at risk — no external investors, no managed accounts. Our edge is disciplined strategy development: no discretionary bets, no gut calls. Every trade follows a rule. Every rule survives a backtest. Every strategy passes a council review and a paper trading pilot before a dollar of real capital is committed.

What makes Wesden different is how we operate: an AI council — Research, Risk & Performance, Engineering, Execution — develops and manages every strategy from idea through live deployment. The human Owner sets risk limits and holds the final gate. The Managing Director coordinates the council and enforces governance.
Approach  ·  Systematic AI-Native Operations Options Premium Harvesting Trend Following
Seven stages. No shortcuts.
From idea
to live capital.
Every Wesden strategy passes an identical pipeline. No strategy accelerates through research. No strategy bypasses the council. No capital is committed without an Owner sign-off.
Development Phases — Stages 01 through 04
01
Idea & Scope
Hypothesis identified. Initiative registered. Capital and risk parameters scoped.
02
Research
Full backtesting. Walk-forward validation. Anti-overfit protocols. Competitive benchmarks.
03
Risk Review
Independent R&P audit. Drawdown, Greeks, portfolio impact. One FAIL is a hard stop.
04
Engineering
Production system built. E2E paper test required before Stage 05 begins.
05
Council Vote
All four seats review independently. One FAIL blocks. MD aggregates and communicates outcome.
◆ Required Gate
06
Pilot
Live signals routed to paper account. Full production system running. Automated monitoring active.
● Paper Capital
07
Owner Gate
The only human decision point. Pilot package reviewed. Capital allocation approved. Strategy goes live.
◉ Live Capital
01Idea
02Research
03Risk Review
04Engineering
05Council Vote
06Pilot
07Owner Gate
01
Idea & Scope
Research · Managing Director
Every strategy begins as a hypothesis, not a trade.

Research's job is to notice patterns the market hasn't priced out — a structural edge in options premium decay, a momentum regime in a specific instrument, a mean-reversion tendency in correlated pairs. The hypothesis doesn't need to be proven at this stage. It needs to be specific enough to test.

Once Research proposes an idea, the Managing Director scopes it: instruments, timeframe, capital estimate, risk budget. The idea is registered in the initiative registry with a unique ID before any analytical work begins. An unregistered idea cannot advance — the registry is the source of truth for everything Wesden has ever considered.

Who
Research (hypothesis lead) · Managing Director (registry and scope)
Output
Initiative ID · Scope document · Capital estimate · Development timeline
02
Research
Research
Backtests don't win trades. Surviving a backtest does.

Full backtesting across at minimum three distinct market regimes: trending, ranging, and high-volatility. No cherry-picked start dates. No parameters tuned to peak past performance. Walk-forward validation is required — the parameter set is fixed on historical data, then run blind on an out-of-sample period. If it doesn't hold, it doesn't pass.

Wesden's anti-overfit protocols are non-negotiable: minimum 100 trades in backtest, no parameter adjustment after out-of-sample begins, regime break analysis required. Competitive benchmarking against known external strategies in the same category is required before R&P handoff. Research must exhaust all angles before bringing conclusions to council — the council sees a final recommendation, not an open question.

Who
Research (lead) · R&P (receives memo, runs independent walk-forward)
Output
Backtest report · Parameter set · Walk-forward results · Competitive benchmarks
03
Risk Review
Risk & Performance
R&P does not extend the benefit of the doubt.

Risk & Performance runs an independent audit of Research's output — not a peer review, but an adversarial check. R&P has authority to reject any strategy that fails its thresholds, regardless of how promising the backtest appeared. A single metric breach is a hard stop.

The audit covers maximum drawdown and Calmar ratio, options Greeks exposure (delta, theta, vega, gamma), portfolio-level impact analysis across concurrent strategies, and walk-forward re-validation on R&P's own data copy. A FAIL verdict cycles the strategy back to Stage 02 with documented blocking conditions — it cannot return without addressing every listed condition.

Who
Risk & Performance (independent audit — no Research involvement)
Output
R&P review memo · PASS (with conditions) or FAIL (with blockers)
04
Engineering
Engineering · Execution
If it can't run autonomously, it doesn't run at all.

Engineering builds the production system — not a prototype, not a script requiring human intervention. The standard: screener runs on schedule, signals process through the webhook server, orders route to IBKR, positions are monitored continuously, exits fire automatically on trigger conditions, and nightly reconciliation catches any drift between broker state and internal records.

Execution reviews the integration path at this stage — their operational knowledge of live trading constraints is a required input before the build is complete. End-to-end testing on the paper account is the final gate: the system must complete a full trade cycle without manual intervention before Stage 04 closes and the council package is assembled.

Who
Engineering Lead + 3 Flash Lanes (Data, Dashboard, Integration) · Execution (E2E sign-off)
Output
Deployed codebase · E2E test results · Monitoring active · Reconciliation running
05
Council Vote
All Four Seats · Managing Director
Four seats. One FAIL blocks.

The council receives the complete package: Research backtest memo, R&P review memo with any conditional requirements, Engineering E2E test results, and Execution's integration sign-off. Each seat reviews independently — no pre-vote discussion, no lobbying. Each seat casts a documented vote with written reasoning.

The voting rule is strict: unanimous PASS required for promotion. One FAIL blocks regardless of other votes. Abstain is treated as FAIL. Conditional R&P passes must be resolved before the vote is called. MD aggregates results and communicates the outcome. A failed vote triggers a blocking conditions memo — the strategy can only return when every listed condition is formally resolved.

Who votes
Research · Risk & Performance · Engineering · Execution — independently, no lobbying
Output
Vote record (4 votes, 4 memos) · Promotion to Pilot, or Research cycle with documented blockers
06
Pilot
Execution · Managing Director
Live signals. Paper capital. Real stakes.

The strategy runs on live market data with paper account fills. This is not simulation — signals are generated by the same production system that will run with real capital. The difference is fills route to the IBKR paper account, not the live account. P&L, drawdown, and all exit triggers behave identically.

Automated monitoring tracks every position: 50% profit target triggers a close, 2× stop triggers a protective exit, EMA trend break triggers a strategic exit. The monitor runs on a 60-minute cycle during NYSE hours. MD oversees pilot performance and prepares the Owner review package when sufficient data has accumulated. A quiet pilot with no signals is a research gap, not acceptable behavior.

Who
Execution (monitoring) · Managing Director (oversight, promotion recommendation)
Output
Pilot performance log · Exit analytics · Signal quality assessment · Pilot→Live package
07
Owner Gate
The Owner
The only human decision in the entire pipeline.

The Owner reviews the complete pilot package: realized P&L across all pilot trades, drawdown envelope, signal quality metrics, exit behavior analysis, and the council's promotion recommendation. Position sizing and capital allocation are set at this gate. On approval, the strategy goes live with real capital on the first valid signal after the gate.

This is not a rubber stamp. The Owner has rejected strategies at this stage before, and will again. The standard is not "did it work in pilot" — it is "would I commit real capital to this system, run by this team, at this moment in the market cycle." Only strategies that survive that question go live. This gate cannot be delegated, bypassed, or accelerated.

Who
The Owner — sole decision authority, no delegation possible
Output
Capital allocation approval · Position sizing · Go-live date, or rejection with documented reasoning
Strategy Tracker · Stage in view
Scroll to explore
Each stage maps to a dot on each strategy's progress track below.
Income Engine
Pilot
06
07
BTC Trend
Pilot
06
07
Wheel
Pilot
06
07
Iron Condor
Council
05
06
07
No strategy has bypassed this process. None will.
Click any role to expand
The Council · 4 voting seats
Seat 1 of 4
Research
Seat 2 of 4
Risk & Performance
Seat 3 of 4
Engineering
Seat 4 of 4
Execution
+
Leadership
Managing Director
Authority
The Owner
Active Strategies
Where each strategy sits in the promotion process today.
R&D
Stages 01–04
1
Iron Condor
SPY + IWM · Weekly expiry · Volatility-neutral premium harvesting via defined-risk spreads
Backtest Complete Stage 05: Council Review
Engineering
Stage 04
0
No strategies in build
Pilot
Stage 06
2
Income Engine
Bull put spreads · Blue chip & growth names · Daily screener · 21–35 DTE
IBKR Paper Options
BTC Trend
Donchian breakout · 4H · EMA 50/200 filter · Longs only · ATR trail
Paper Trend Following
Live
Stage 07
0
Awaiting first promotion
The Journey
Where we've been. What's next.
Completed
Firm Founded & Infrastructure Built
Q4 2024
Trading infrastructure, paper trading pipeline, webhook servers, IBKR paper connectivity, and launchd-managed daemons established end-to-end.
Council Governance Established
Mar 2025
4-seat AI council formalized with voting rights, role mandates, approval protocol, and the HOW_WE_WORK operating model.
First Strategies Enter Pilot
Mar 2025
Income Engine and BTC Trend pass full council review and begin paper trading on live signals with automated monitoring.
Hatchet Coordinator Operational
Apr 2025
Event-driven task orchestration on Postgres + RabbitMQ replaces manual dispatch. First autonomous engineering task completed.
Iron Condor Research Commissioned
Apr 2025
SPY and IWM backtests completed with ThetaData bid/ask data. Council review underway.
What's Next
Iron Condor Council Vote
Imminent
R&P delivers final review with recalibrated thresholds. Council votes on T1 paper pilot. If passed, Iron Condor enters engineering and then pilot phase.
First Pilot-to-Live Promotion
Target: H2 2025
Owner reviews pilot performance data and approves real capital allocation. The most significant milestone in the firm's history to date.
·
Portfolio Scaling
Post first live deployment
Multiple live strategies in concurrent execution. Portfolio-level Greeks management. Diversified capital allocation across strategy types and timeframes.
·
Institutional Infrastructure
Long horizon
Vault-grade secrets, independent risk oversight, SPX options migration, external audit capability.