XAUUSD Regime-Adaptive Six-Mode Execution Performance Fee 0 / 35 — No Management Fee Entity AI Softworks LLP · UEN T25LL1150A · Singapore Products Gold-Digger v7.4 · CrossFireX · Eurofighter MK II — Gold & G7 FX Live Verification via Myfxbook — Third-Party Audited Target AUM S$100M — Fund Roadmap Active XAUUSD Regime-Adaptive Six-Mode Execution Performance Fee 0 / 35 — No Management Fee Entity AI Softworks LLP · UEN T25LL1150A · Singapore Products Gold-Digger v7.4 · CrossFireX · Eurofighter MK II — Gold & G7 FX Live Verification via Myfxbook — Third-Party Audited Target AUM S$100M — Fund Roadmap Active
Quantitative Asset Management · Singapore

The edge
is in the
equation.

Systematic, regime-aware capital management. No discretion. No emotions. Pure mathematical precision applied to gold and G7 currency markets. Absolute returns fund with superior drawdown controls. Relative and benchmarked returns are not acceptable.

0%
Management Fee
35%
Performance Fee
20+
Years Institutional Experience
6
Regime Execution Modes
Strategy
Regime-Adaptive
Six execution modes, continuous EWMA-blended weights
Instruments
XAUUSD · G7 FX
Gold-Digger · CrossFireX · Eurofighter MK II
Fee Structure
0 / 35
Zero management · 35% profit sharing · Clients retain 65% · HWM protected
AUM Target
S$100M
Roadmap: Fund → Brokerage → IPO
Live verification via Myfxbook
Entity: AI Softworks LLP · UEN T25LL1150A
01
Pure Alignment
We charge zero management fees. We generally do not believe that unless specifically required, clients should incur losses before making their first cent. Our 35% profit-sharing structure means we only profit when you do — and you retain 65% of all gains. Every incentive is structurally aligned to your capital growth.
02
Regime Intelligence
Six distinct market regimes. Six specialist execution modes. The system identifies the current regime — drift, impulse, pullback, range, compression, chaos — and deploys the appropriate strategy. No universal rule. No guessing.
03
Institutional Rigour
Kalman filtering. Hurst exponent. Ornstein-Uhlenbeck processes. CUSUM detection. Wasserstein distance. This is not a trend-following system. It is a quantitative framework built to institutional specification.
Philosophy

Mathematics
does not
negotiate.

Markets are not random. They exhibit measurable statistical properties — persistence, mean-reversion, volatility clustering — that change over time as underlying regimes shift. The challenge is not finding these properties. The challenge is detecting regime transitions in real time, before they complete.

Bruce Tech was built on a single conviction: that quantitative methods, properly applied, can identify the current market regime and deploy capital with a defined, mathematically-grounded edge. Not every bar. Not every day. But consistently, with compounding precision over time.

Our 0/35 fee structure is not a marketing decision. It is a statement of alignment. If we cannot generate returns, we should not be paid.

About Bruce Tech

Built on
conviction,
not consensus.

A Singapore-based quantitative asset management firm founded by an institutional practitioner with more than two decades of cross asset-class, cross exchange live market experience on-pit and electronic.

Bruce He — Founder & CQO
Bruce He
Founder · Chief Quantitative Officer
80% founder equity · Sole IP owner

Bruce He brings over 20 years of institutional finance experience to Bruce Tech — spanning hedge fund management, quantitative strategy development, and financial education at NUS, NTU, and AIT.

His background includes lobbying experience at parliamentary, embassy, and exchange levels across multiple jurisdictions, providing a rare combination of market mechanics and regulatory fluency. He was among the first to unify all 32 moving average types into a single machine-level coding framework for stock exchange software.

Bruce Tech's flagship system, the LSP Gold-Digger EA series, is the result of 20,000+ optimisation passes across multiple architecture generations — incorporating Kalman filters, Hurst exponent regime detection, Ornstein-Uhlenbeck processes, CUSUM, Hawkes processes, Wasserstein distance gates, and HMM/BOCPD models.

The firm operates under a singular mandate: deploy capital only when a quantifiably defined edge exists, and exit the moment it does not.

2025–
Founder & CQO, Bruce Tech / AI Softworks LLP, Singapore
2007
Startup hedge fund management, interviewed by the Business Times Singapore
Multi
Adjunct and guest University Lecturer — NUS, NTU, AIT (Finance, Quantitative Methods)
20+
Years institutional trading — equities, FX, commodities, derivatives
Degree
Political Science, National University of Singapore (NUS)
The Team
B
Bruce He
Founder · Chief Quantitative Officer
Responsible for all strategy architecture, quantitative research, system development, and portfolio management. Bruce designed and owns the full IP suite across the Gold-Digger, CrossFireX, and Eurofighter product lines — directing every aspect of research, risk, and execution. Also responsible for company roadmap, vision and leadership.
J
Jose R
Co-Founder · Chief Operating Officer
Oversees day-to-day operations, early investor onboarding, and business development. Jose manages the firm's operational infrastructure, coordinates capital introduction, and ensures the organisation runs with the rigour and efficiency that institutional allocators expect — freeing the CQO to focus entirely on strategy and execution.
B
Bryan P
Co-Founder · Quantitative Analyst
Responsible for quantitative research, model validation, and analytical support across the strategy suite. Bryan works directly under the CQO on feature engineering, backtest analysis, and ongoing system diagnostics — trained through a structured curriculum spanning market microstructure, machine learning, and PyTorch.
Legal Entity
AI Softworks LLP
UEN: T25LL1150A
Jurisdiction: Singapore
Structure: Limited Liability Partnership
Bruce Tech operates the fund management and quantitative research division under AI Softworks LLP. The firm is building toward full MAS regulatory compliance as AUM scales toward S$100M target.
Services

Structured for
serious capital.

Three distinct engagement models — designed for fund allocators, high-net-worth individuals, and institutional broker partners.

01 / 03
Managed Fund
Sub-Advisory
For existing hedge funds and institutional allocators seeking quantitative XAUUSD and G7 spot FX exposure through a sub-advisory or managed account arrangement.
  • Capital deployed via Limited Power of Attorney on your broker account
  • Full trade transparency in real time — no black box
  • Live Myfxbook verification available on request
  • High water mark structure — fees on new equity highs only
  • Monthly NAV reporting with drawdown triggers agreed upfront
  • Minimum allocation: SGD 50,000
Fee structure: 0% management / 35% profit sharing
Referral arrangements available for capital introducers.
02 / 03
Direct Managed
Account
For high-net-worth individuals and family offices seeking fully managed quantitative gold exposure without operational burden. [Accredited Individuals and Institutions with net worth > S$2M]
  • Account opened in client's name at our partnered broker (Axi)
  • Full custody remains with the client at all times
  • Automated execution via proprietary trading bot system
  • Risk parameters set and disclosed before deployment
  • Minimum account size: SGD 20,000
  • Client retains 60% of all profits generated
  • Minimum investment period: 6 months (extends to 12 months once AUM exceeds S$5M)
  • 90-day redemption notice period required
  • Early redemption penalty applies — no redemption fees on normal exit
Fee structure: 0% management / 35% profit sharing
No subscription fees. No hidden costs.
03 / 03
Institutional
Broker Partnership
For regulated brokers seeking to offer clients access to a verified, systematic XAUUSD and G7 spot FX strategies through an Introducing Broker or co-branding arrangement.
  • White-label and co-branded strategy deployment
  • Revenue share on client flow via IB agreement
  • Client education and onboarding support
  • Proprietary trading bot trial licensing for approved broker clients
  • Strategy performance documentation for compliance review
  • Direct line to CQO for due diligence process
Engagement structure: IB revenue share / custom arrangement
Currently in active partnership discussions with selected Tier-3 to Tier-1 regulated brokers.
ROADMAP
Bruce Tech
Brokerage
The firm's three-stage development roadmap: Fund Management → Proprietary Brokerage → IPO. The brokerage division is the next structural milestone.
  • Proprietary execution infrastructure
  • Direct market access for managed accounts
  • Vertically integrated fund and execution operations
  • Target: operational post-S$100M AUM milestone
Status: Development phase — not yet available
Product Suite

Three systems.
One architecture.

Each product is purpose-built for its market — sharing a common quantitative core adapted to the specific microstructure of the instrument it trades.

GOLD · XAUUSD
LSP Gold-Digger
Series
The flagship product. Regime-adaptive execution across six distinct market states — DRIFT, IMPULSE, PULLBACK, RANGE, COMPRESSION, and CHAOS — with VLSTAR-inspired smooth regime blending and a fully dynamic stop-loss and profit-take engine. Self-calibrating within sound meta limits.
  • 8-feature quantitative regime classifier
  • Kalman + OU + Hurst + Hawkes + ApEn + RQA + Wasserstein and more — up to 34 proven mathematical models, continuously updated with latest research
  • EWMA-blended regime weights (no hard switches)
  • Hazard-aware position sizing and exits
  • M1 to M15 primary execution timeframe
Instrument: XAUUSD · Fee: 0 / 35
G7 CURRENCIES · MULTI-PAIR
CrossFireX
Series
A multi-model consensus system designed for liquid G7 spot currency pairs. CrossFireX uses a 2-of-3 majority voting architecture — combining HMM, Copula, and BOCPD models — to require genuine cross-model agreement before any position is taken.
  • HMM + Copula + BOCPD three-model voting
  • 2-of-3 majority required for trade authorisation
  • Auto-suffix detection and auto-DST compensation across all broker feeds
  • Full G7 spot pair support
  • Divergent-vote detection and suppression — no entry on model disagreement
  • Precise hedging to greatly reduce exposure risk
Instruments: G7 Spot FX · Fee: 0 / 35
G7 CURRENCIES · SWEEP
Eurofighter
MK II Series
A nine-model sequential signal architecture operating on M1 across G7 spot currency pairs. Eurofighter MK II combines Itô/GBM drift significance testing, CUSUM change-point detection, and Page-Hinkley sequential analysis as the signal layer — gated by GARCH(1,1) volatility regime classification and a Jump-Diffusion event risk detector. Entries require cross-layer consensus. Exits are governed by Cox Proportional Hazards survival analysis with time-decay and CUSUM reversal confirmation.
  • Structural sweep and liquidity event detection
  • G7 pair support with auto-suffix and auto-DST
  • High-selectivity entry — fewer trades, higher conviction
  • Designed to complement CrossFireX exposure
  • Independent risk envelope per pair
Instruments: G7 Spot FX · Fee: 0 / 35
Broker Partners
Executing on
trusted infrastructure.

Bruce Tech currently operates managed accounts through Axi, a globally recognized, regulated broker with multi-jurisdiction licensing. Client accounts are opened directly with Axi — custody is never held by Bruce Tech, unless specifically requested at mutual agreements.

For institutional enquiries regarding co-branded arrangements or dedicated execution infrastructure, contact our CQO directly. We are open to evaluating partnerships with regulated brokers who meet our execution quality and slippage standards.

Track Record

Verified.
Audited.
Live.

All performance data is independently verified via Myfxbook. No hypothetical backtests. No simulated results. Live accounts only.

Past performance is not indicative of future results. All figures reflect live trading on verified accounts. Performance data is available for independent review via the Myfxbook link below. Risk disclosures available on request.
40%
Annualised Target Return
<15%
Maximum Drawdown Threshold
M1
Primary Execution Timeframe
XAUUSD
Instrument
View Live Myfxbook Account
Strategy Architecture
LSP Gold-Digger v7.4
The flagship system combines eight quantitative features — Hurst exponent, Ornstein-Uhlenbeck theta, vol ratio, Hawkes intensity, approximate entropy, recurrence quantification, Wasserstein distance, and Kalman-filtered price state — into a continuous regime scoring framework. Regime weights are EWMA-blended (VLSTAR-inspired), enabling smooth transitions rather than hard classification switches.
Risk Architecture
Dynamic Stop-Loss Engine
Stop-loss distance is computed as the composite maximum of three independent signals: EWMA-realised volatility, OU equilibrium sigma, and a local swing structural anchor. Hard ATR ceiling prevents outlier placement. Daily loss limits and maximum drawdown halts operate independently of position-level stops. The EA will self-halt and close all positions upon breach.
Regime What the Market is Doing What the System Does
DRIFT Price is trending cleanly in one direction with low noise Rides the trend — enters in the direction of momentum, holds until the move exhausts
IMPULSE A sudden, high-energy price move has been triggered — news, data, or large order flow Joins the breakout immediately — fast entry, tight exit when the impulse fades
PULLBACK The trend is intact but price has temporarily retraced against the primary direction Buys the dip or sells the rally — enters at the retracement, targets the trend resumption
RANGE Price is oscillating between support and resistance — no directional conviction Fades the extremes — sells overbought, buys oversold, exits at the mean
COMPRESSION Volatility has collapsed — the market is coiling before its next significant move Waits — then enters aggressively the moment the range breaks in either direction
CHAOS The market is structurally broken — price action is random, erratic, and unmodellable Does nothing. All positions closed. Capital protected until order is restored.
Contact

Begin the
conversation.

For investor enquiries, broker partnership discussions, or due diligence requests. All communications are handled directly by the founding team.

Bruce Tech
Quantitative Asset Management
Entity
AI Softworks LLP
UEN
T25LL1150A
Location
Singapore
CQO
Bruce He
Email
brucehe@bruce-tech.com
Strategy
View Track Record
Response Protocol
Investor enquiries: 24–48 hours
Broker partnership: Direct CQO response
Due diligence requests: Full documentation package available
Myfxbook verification: Available on request

Your enquiry will be reviewed directly by the founding team. We do not share your information with third parties.