Your client calls at 9am asking about portfolio risk. You should have the answer by 9:02.
MAISNER gives independent wealth managers the same quantitative tools used by institutional desks — without the quant team, without the €2,000/month software, and without rebuilding your covariance matrix in Excel ever again.
| Ticker | Sector | Opt % | Return | Quality |
|---|---|---|---|---|
| MSFT | Technology | 20.0% | +22.1% | 0.91 |
| AAPL | Technology | 24.1% | +18.2% | 0.87 |
| ASML | Technology | 16.3% | +27.4% | 0.83 |
| NVDA | Technology | 15.0% | +44.7% | 0.72 |
| GOOG | Comm. Svc. | 12.8% | +12.8% | 0.79 |
| JPM | Financials | 7.0% | +9.2% | 0.81 |
| BRK.B | Financials | 4.8% | +8.8% | 0.78 |
MAISNER gives independent wealth managers the quantitative infrastructure previously reserved for institutional desks. RMT covariance, CVaR-LP optimisation, GBM simulation, factor IC, PRIIPs KID — running live in a browser, on demand, per request.
Managing €5M–€200M AUM. Need proper risk metrics, optimized allocations, and professional reports — without hiring a quant desk. White-label PDF for client delivery. Stress testing for compliance reviews.
Running multi-asset books with options, bonds, futures, and equities. Need a single platform that understands all asset classes and produces consolidated risk analytics. Portfolio hedging via Yu & Sun model.
Self-directed investors who understand MPT and want to apply it rigorously — factor screening, walk-forward backtesting, real-time P&L monitor. Target markets: NL, DE, CH. From €99/month (Starter plan).
Enter tickers + weights, or load holdings as share counts. Multi-asset: add options, bonds, futures alongside equities. Save for later.
Sharpe, Sortino, VaR 95%, CVaR 95%, max drawdown, beta, quality score, sector breakdown, BHB attribution vs SPY.
RMT-cleaned covariance. Locked weights, sector caps, min/max bounds. Max Sharpe · Min Variance · Equal Weight — all in one run.
Replay historical crises. Custom macro shocks. Walk-forward backtest with PSR overfitting control. 11-factor IC analysis.
Institutional PDF — standard or white-label. Live P&L in Portfolio Monitor with FX conversion and real-time prices.
"Let me get back to you on the risk numbers" — because they're still sitting in an Excel model that takes two hours to rerun.
You run the analysis live during the client call. Sharpe, VaR, stress scenarios, stop levels. In front of them. Done in 12 seconds.
Portfolio construction means picking weights that feel right and checking Sharpe in Excel. Monte Carlo is something you read about in papers.
Markowitz MVO with Marchenko-Pastur RMT covariance cleaning. 10,000-path Monte Carlo. 5-mode optimizer. Sector constraints. You click run.
Client reports are manually formatted Word docs or a €200/month white-label PDF add-on on top of a €1,500/month analytics platform.
Institutional-quality PDF with your firm name and logo, generated in 3 seconds. Included in every plan. No add-ons.
Preparing a KID document for a client portfolio means either outsourcing it or spending half a day with the regulation text open.
PRIIPs KID — EU Regulation 1286/2014 compliant, Method 1 bootstrap, full EN/NL/DE PDF — generated in under 10 seconds from your portfolio.
Markowitz MVO + RMT covariance cleaning (Marchenko-Pastur). Quality tilt via ROE, margins, debt coverage. 5 modes: Conservative (min variance), Balanced (vol cap), Aggressive (max return), Dividend (yield tilt), Standard (max Sharpe). Outputs Max Sharpe + Min Variance + Equal Weight simultaneously.
MVO · RMT · 5 MODES · STARTER+Full constraint support: locked weights, min, max, range, sector caps. 2 engines: Standard MVO (Starter) and CVaR LP (Professional). 5 optimization modes. Constrained Analyzer uses current holdings (shares × price) and generates an exact rebalancing trade list.
KKT · SECTOR CAPS · 5 MODES · CVaR: PROCombine equities, ETFs, options (BS+BAW), bonds (Vasicek), futures, and crypto in one optimization. CVaR via linear programming on Cholesky-correlated scenarios. Portfolio-level Greeks (Δ, Γ, V). 5 optimization modes.
CVaR LP · BAW · VASICEK · 5 MODES · PROFESSIONAL2 portfolio modes: Long/Short (Σw=1) and Market Neutral (Σw=0). 5 objective modes: Standard, Conservative, Balanced, Aggressive, Dividend. Effective return adjusted for borrow rate on short positions. Gross/net exposure constraints.
L/S MVO · MARKET NEUTRAL · 5×2 MODES · STARTER+Analyze existing L/S book from actual positions: ticker, quantity, direction, purchase price. Live mark-to-market P&L, gross/net exposure, L/S ratio. RMT-based VaR/CVaR/Sharpe. Sector breakdown by leg. Beta-adjusted stress. 10Y Monte Carlo.
LIVE P&L · VaR/CVaR · SECTOR BY LEG · STARTER+Full risk/return breakdown on existing holdings: Sharpe, Sortino, VaR 95%, CVaR 95%, max drawdown, beta, quality score, sector breakdown. Modes: Standard, Multi-Asset (Professional), Constrained (generates rebalancing plan).
VaR · CVaR · MAX DD · SORTINO · STARTER+Historical: 2008 GFC, COVID-19, Dot-com, LTCM, Volcker shock, European Debt Crisis, 2022 Rate Shock, Black Monday, and more. Advanced (Professional): custom macro shock builder — independent market, sector, and individual ticker shocks.
HISTORICAL · CUSTOM MACRO · STARTER+ · ADV: PROKelly f*, f*/2, f*/4 optimal leverage fractions. Leveraged return and volatility decay table at 1×–3×. Margin call level: US (25% maintenance) or EU (50%). Monte Carlo liquidation probability via 5K GBM paths. 5 stress scenarios at chosen leverage.
KELLY · GBM MC · US/EU MARGIN · MULTI-ASSET: PROPaleologo APM volatility-based stop levels per position. Portfolio VaR drawdown limit. Sharpe-adjusted stop (non-binding when ≤0). GBM first-passage barrier probability for long and short positions. Kelly connection. Re-entry price.
GBM BARRIER · PALEOLOGO APM · SHARPE-ADJ · MULTI-ASSET: PRO1,500 random portfolios plotted on return/volatility space. Click any scatter point to see exact weight breakdown. Current and optimized portfolio positions marked. Linear assets only — non-linear payoffs excluded to preserve frontier geometry.
1500 PORTFOLIOS · INTERACTIVE · STARTER+11 factors: Value (P/E, P/B), Quality (ROE, margins, debt coverage), Momentum (52W, 12M-1M), Low Volatility, Growth (revenue, EPS), Yield (FCF, dividend). IC and ICIR per factor. Quintile spreads. IC trend sparkline. Hit-rate reliability flag for n<8.
IC · ICIR · 11 FACTORS · QUINTILE SPREADS · PROForward-return IC at 1/3/6/12-month horizons for all 11 factors. OLS ensemble scoring. Long-position hit rate with reliability check. Identifies the highest-predictive-power factors for your ticker universe at your chosen forward period.
FORWARD IC · OLS ENSEMBLE · HIT RATE · PROFESSIONALCustom factor-based strategy DSL: select top N stocks by factor, set weights (equal/factor/market-cap), rebalance monthly or quarterly. Configurable IS/OOS split, transaction costs. Probabilistic Sharpe Ratio (PSR) controls for multiple-trial overfitting.
PSR · WALK-FORWARD · IS/OOS · PROFESSIONALBrinson-Hood-Beebower (BHB) decomposition vs SPY benchmark. Allocation, selection (using benchmark weights per BHB 1986), and interaction effects by GICS sector. Non-equity assets excluded and renormalized automatically.
BHB 1986 · SPY BENCHMARK · SECTOR GICS · STARTER+Full chain with live IV. European: Black-Scholes. American: Barone-Adesi-Whaley. Greeks: Δ, Γ, Θ, V, ρ. IV back-calculation via Brent's method. Strategy Builder: straddle, strangle, spread, collar, butterfly. 3D P&L/Greek surface across spot × DTE combinations.
BS · BAW · GREEKS · 3D SURFACE · STRATEGY BUILDERBond pricing via Vasicek mean-reverting short-rate model. Macaulay and modified duration, convexity. YTM and price sensitivity. Used standalone in the Bond module and as part of the Multi-Asset optimizer for fixed-income allocation.
VASICEK · DURATION · CONVEXITY · STARTER+Yu & Sun (2017) model minimizes Expected Shortfall (ES = TCE) under background risk. Grid search over futures ratio H* and put strike K* on 10,000 GBM simulation paths. Commodity mode and portfolio mode. Evaluates 4 strategies: Protective Put, Collar, Put+Futures, Futures Only.
YU & SUN 2017 · ES/TCE · 10K GBM · 4 STRATEGIES · PROFESSIONALLive P&L tracking per position with FX conversion (EUR/GBP/CHF/JPY). Real-time prices via Polygon and FMP. Starter: equity/ETF positions. Professional: stocks, ETFs, bonds, options, futures — all asset types with full live valuation.
LIVE PRICES · FX · MULTI-ASSET: PROIdentifies positions with harvestable unrealized losses. Computes tax savings at country-specific CGT rates (NL, DE, CH, US, UK, FR, BE). Wash-sale rule flag. Suggests correlated substitute securities to maintain market exposure after harvesting.
NL · DE · CH · US · UK · WASH-SALE · PROFESSIONALGenerates a Key Information Document per EU Regulation 1286/2014. Summary Risk Indicator (SRI 1–7) via annualised VEV. Method 1 historical bootstrap (10,000 paths). Reduction in Yield (RIY) cost disclosure. PDF in EN/NL/DE — compliant draft for AFM/BaFin review. White-label with firm logo.
EU 1286/2014 · SRI · RIY · EN/NL/DE · WHITE-LABEL · PROFESSIONAL779 tests / 36 modules — 779/779 PASS (MQV-2026-001, math only). JWT auth, bcrypt, brute-force protection, rate limiting, IDOR guards, CSP headers. Bandit audit: 0 High severity. HTTPS via Let's Encrypt. Full methodology at /methodology.
The methods in MAISNER have been peer-reviewed for decades. We implement them precisely, test them independently, and give you the methodology to show your work.
Marchenko-Pastur cleaning, CVaR-LP optimisation, Paleologo stops — each result derives from a published derivation. Your client asks, you answer. Your regulator asks, you answer.
Every formula is published at /methodology. 779 independent tests verify each one to four decimal places. Any quant can read the derivation and check the implementation.
AI systems in financial services carry high-risk classification under EU AI Act — conformity assessments, documentation obligations, ongoing monitoring. Classical quantitative models do not. Less compliance burden, same institutional depth.
The quant methods in MAISNER — Markowitz (1952), Black-Scholes (1973), Vasicek (1977), Marchenko-Pastur (1967), Kelly (1956), Bailey & López de Prado (2012) — have decades of academic validation behind them. We implement them correctly, test them rigorously, and give you the methodology to show your work.
The same quantitative depth as institutional platforms — without the cost, the complexity, or the sales process.
| Capability | MAISNER €99–€399/mo |
Bloomberg ~€2,500/mo |
FactSet ~€800–1,500/mo |
Excel / Python free + dev time |
|---|---|---|---|---|
| MVO Portfolio Optimization | ✓ RMT + Quality tilt | ✓ PORT module | ✓ Optimizer | Manual build |
| Random Matrix Theory (RMT) covariance cleaning | ✓ Marchenko-Pastur | — not standard | — not standard | Manual build |
| CVaR optimization (LP) | ✓ 5000 scenarios | ✓ add-on module | ✓ add-on | Manual build |
| Multi-asset (options + bonds + futures) | ✓ All in one optimizer | ✓ Multiple modules | ✓ with add-ons | ✕ very complex |
| Options pricing: BS + BAW Greeks | ✓ Full chain + 3D surface | ✓ OVML module | ✓ Options add-on | Manual build |
| Historical stress testing | ✓ 25+ crises + custom | ✓ Scenario analysis | ✓ Stress testing | Manual build |
| Factor library + Walk-forward backtest | ✓ 11 factors + PSR | ✓ Quant tools | ✓ Backtesting | Manual build |
| Portfolio hedging (Yu & Sun optimal) | ✓ 4 strategies + ES | — not standard | — not standard | ✕ research paper |
| Tax loss harvesting (NL, DE, CH, US) | ✓ Multi-country CGT | — not standard | — not standard | Manual calc |
| White-label PDF reports | ✓ Custom branding | ✓ with licence | ✓ with add-on | ✕ |
| PRIIPs KID (EU 1286/2014, EN/NL/DE) | ✓ SRI · Method 1 · white-label PDF | ✓ separate module | — limited | ✕ manual build |
| Mathematical validation (test suite) | ✓ 779 tests / 36 modules | ✓ established | ✓ established | ✕ user's responsibility |
| No setup, no code, browser-based | ✓ | ✕ terminal install | ✕ onboarding needed | ✕ requires dev work |
| Monthly cost | €99 – €399 Professional locks in forever |
~€2,500 | ~€800–1,500 | €0 + weeks of dev |
Bloomberg and FactSet comparisons are approximate — exact feature availability depends on subscription tier and modules. "—" indicates the feature is not part of the standard offering at any tier.
Interactive preview of the terminal interface.
| Ticker | Sector | Opt Wt | Return | Vol | Quality |
|---|---|---|---|---|---|
| AAPL | Technology | 24.1% | +18.2% | 14.8% | 0.87 |
| MSFT | Technology | 20.0% | +22.1% | 16.2% | 0.91 |
| ASML | Technology | 16.3% | +27.4% | 22.1% | 0.83 |
| NVDA | Technology | 15.0% | +44.7% | 38.4% | 0.72 |
| GOOG | Comm. Svc. | 12.8% | +12.8% | 18.7% | 0.79 |
| JPM | Financials | 7.0% | +9.2% | 12.4% | 0.81 |
| BRK.B | Financials | 4.8% | +8.8% | 11.8% | 0.78 |
| Scenario | Period | Current P&L | Optimal P&L | Max DD (Curr) | Improvement |
|---|---|---|---|---|---|
| 2008 GFC | Sep 08 – Mar 09 | −38.4% | −21.7% | −42.1% | +16.7pp |
| COVID-19 Crash | Feb – Mar 2020 | −24.8% | −14.2% | −27.5% | +10.6pp |
| 2022 Rate Shock | Jan – Dec 2022 | −18.3% | −9.8% | −21.2% | +8.5pp |
| Dot-com Crash | Mar 00 – Oct 02 | −44.2% | −28.7% | −52.0% | +15.5pp |
| LTCM Crisis | Aug – Sep 1998 | −14.2% | −8.4% | −16.8% | +5.8pp |
| European Debt | Jul – Sep 2011 | −11.4% | −7.2% | −14.1% | +4.2pp |
| Black Monday | Oct 19, 1987 | −21.8% | −13.4% | −22.6% | +8.4pp |
| Factor | Category | Mean IC | ICIR | Hit Rate | L/S Spread |
|---|---|---|---|---|---|
| momentum_12m | Momentum | 0.072 | 0.84 | 58.3% | +9.4% |
| quality_composite | Quality | 0.064 | 0.71 | 56.1% | +7.8% |
| value_composite | Value | 0.051 | 0.58 | 54.2% | +5.9% |
| low_volatility | Risk | 0.048 | 0.62 | 55.0% | +6.2% |
| fcf_yield | Quality | 0.041 | 0.49 | 53.4% | +4.8% |
| momentum_1m | Momentum | 0.012 | 0.18 | 51.2% | +1.4% |
| pe_ratio | Value | −0.008 | −0.09 | 49.4% | −0.8% |
| Ticker | Constraint | Locked Wt | Optimal Wt | Status |
|---|---|---|---|---|
| AAPL | LOCKED | 20.0% | 20.0% | FIXED |
| MSFT | LOCKED | 15.0% | 15.0% | FIXED |
| BRK.B | LOCKED | 16.5% | 16.5% | FIXED |
| ASML | 5% – 20% | — | 18.4% | FREE |
| JPM | MIN 5% | — | 10.2% | FREE |
| NOVO-B.CO | STANDARD | — | 19.9% | FREE |
| Leverage | Net Return | Volatility | Sharpe | Vol Decay | MC Drop |
|---|---|---|---|---|---|
| 1.0× | +16.9% | 17.0% | 0.76 | 0.0% | 75.0% |
| 1.5× | +22.6% | 25.5% | 0.73 | −0.7% | 66.7% |
| 2.0× | +28.3% | 34.0% | 0.68 | −1.4% | 62.5% |
| 2.5× | +34.0% | 42.5% | 0.61 | −2.6% | 60.0% |
| 3.0× | +39.7% | 51.0% | 0.52 | −4.3% | 58.3% |
| Ticker | Weight | Daily σ | Stop % | Stop Price | Barrier Prob | Re-entry |
|---|---|---|---|---|---|---|
| AAPL | 34% | 1.182% | −12.94% | $174.12 | 8.4% | $171.30 |
| MSFT | 33% | 1.098% | −12.01% | $351.92 | 7.1% | $346.20 |
| GLD | 33% | 0.641% | −7.01% | $213.85 | 3.2% | $212.10 |
Institutional quantitative depth at a fraction of the cost. No hidden fees, no lock-in contracts.
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