r/compliance

Compliance & Risk

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Regulatory, licensing, risk and compliance discussion across jurisdictions.

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1

Elliott wave analysis of the market for September 8, 2026 BTCUSD

BTCUSD: BUY 80550, SL 78600, TP 86500.

A month without swaps on majors!

Bitcoin has so far failed to continue its strengthening. The start of the trading week turned out to be difficult for it; there is pressure on the asset that it is not handling very well. As a result, we see the price dip slightly.

But this is not critical, the situation is within the bounds of a correction, so the previously considered scenario still remains relevant.

It is still assumed that the impulse, which is wave 5, will develop. For this, a decisive upward leap is necessary; it may happen in the near future, and at the update of the local maximum, one can enter buy trades.

Investment idea: BUY 80550, SL 78600, TP 86500.

You can find more analytical information on our website.

cutt.ly
1

Weekly Review: XAUUSD, #SP500, #BRENT | 11 September 2026​

XAUUSD: SELL 4415.00, SL 4455.00, TP 4315.00​

A month without swaps on majors! Learn more

https://ig8hbqhc4qkm4jmf.public.blob.vercel-storage.com/posts/415/68875aa3-7326-4bba-90cc-eab9301a437e.jpg

Gold starts the week under pressure after strong US employment data increased the likelihood of Fed policy tightening. Rising US bond yields reduce the attractiveness of the metal, which does not generate interest income.

Geopolitical tensions support safe-haven demand and may limit XAUUSD declines. However, US inflation data will be decisive: as long as the market allows for a Fed rate hike, the monetary factor retains its advantage and supports the selling scenario.

Trading idea: SELL 4415.00, SL 4455.00, TP 4315.00

#SP500: SELL 7719, SL 7779, TP 7569​

https://ig8hbqhc4qkm4jmf.public.blob.vercel-storage.com/posts/415/a7848c8e-9b9a-492d-bfbd-d1130952a433.jpg

The US stock market enters the week amid rising yields and increasing expectations for a Fed rate hike. Expensive oil intensifies inflation risks, so high borrowing costs may continue to weigh on stocks and company valuations for longer.

A strong labor market supports economic prospects but simultaneously reduces room for regulator easing. If inflation data strengthen the probability of a rate hike, the index's sensitivity to yields will increase, maintaining the base case of a #SP500 decline.

Trading idea: SELL 7719, SL 7779, TP 7569

#BRENT: BUY 96.80, SL 93.80, TP 104.30​

https://ig8hbqhc4qkm4jmf.public.blob.vercel-storage.com/posts/415/2725f8d5-59d1-468b-8a64-3bd4ea75d0d3.jpg

Brent maintains support following new escalation between the US and Iran, affecting tankers and warships. Reduced movement through the Strait of Hormuz raises the risk of disruptions on the route through which a significant portion of global oil trade passes.

Gains over the previous week require caution, but the new escalation indicates that the risk premium remains. OPEC+'s decision not to change October policy does not offset the threat of restricted Middle Eastern supplies, so the buying idea for #BRENT remains the base case.

Trading idea: BUY 96.80, SL 93.80, TP 104.30

1

Fundamental Market Analysis for September 7, 2026 EURUSD

EURUSD:

A month without swaps on majors!

EUR/USD starts the session near 1.1615 as the market prepares for the ECB meeting. Expectations of an interest rate hike support the euro, as investors factor in the regulator's need to respond to rising inflation risks. The likelihood of stronger signals regarding future policy limits interest in selling the European currency.

US employment data strengthened expectations of a potential Fed rate hike, but the dollar failed to sustain a solid rally. Attention shifts to upcoming US inflation statistics, which are needed for the market to get final confirmation of the regulator's September decision. Additional pressure on the dollar comes from concerns about rising government debt and economic policy uncertainty.

As a result, short-term advantage remains with the euro. Expected ECB policy tightening forms its own supporting factor, while heightened Fed expectations have already been partially priced in and do not yet provide the dollar with a clear momentum. If demand for the US currency remains restrained, EUR/USD may continue to recover.

Trading idea: BUY 1.1615, SL 1.1585, TP 1.1690

1

Fundamental Market Analysis for September 4, 2026 EURUSD

Event to watch today:

15:30 EET. USD - Unemployment Rate

EURUSD:

A month without swaps on majors!

The euro maintains support due to an improving economic backdrop in the eurozone. Manufacturing activity expanded at its fastest pace in over four years in August, while the services sector remained in growth territory. These figures reinforce the assessment of economic resilience and allow the market to factor in the possibility of an ECB rate hike in September.

The main factor for the current session remains the weakening expectations of further Fed policy tightening. Following more measured comments from a representative of the US regulator, the probability of a September rate hike has decreased, while expected slowdown in wage growth points to easing inflationary pressure from the labor market. As a result, the dollar lost some of its recent support ahead of the employment report publication.

The combination of more resilient business activity in the eurozone and softened expectations regarding the Fed creates room for further EURUSD growth. Strong US employment data could bring demand back for the dollar, but until such confirmation appears, the fundamental advantage remains with the euro.

Trade idea: BUY 1.1625, SL 1.1595, TP 1.1700

1

Analysis of margin levels for September 3, 2026 XAUUSD

XAUUSD: SELL 4341.46-4399.06, TP1-4283.86, TP2-4133.66.

A month without swaps on majors!

Long-term trend: long. The maximum accumulation of volumes for the current contract is located in the range of quotes 4400.00–4430.00. Currently, investment operations on XAUUSD are being carried out within the specified range, which indicates temporary uncertainty.

Medium-term trend: short. The maximum accumulation of volumes for the medium-term trend is located in the ranges of quotes 4590.00-4610.00 and 4320.00-4340.00. Currently, investment operations on XAUUSD are being carried out within the specified range, which indicates temporary uncertainty.

The area of favorable prices for selling from the point of view of margin support is located between zones 1/4 and 1/2 built from the minimum of 02.09.2026.

Quote of the lower boundary of zone 1/4–4341.46.

Quote of the lower boundary of zone 1/2–4399.06.

Intraday targets: update of the minimums from 02.09.2026–4283.86.

Medium-term targets: test of the lower boundary of the GWCZ–4133.66.

Trading recommendations: sales from the range of favorable prices when forming a reversal pattern.

Sell: 4341.46-4399.06, Take Profit 1–4283.86, Take Profit 2–4133.66.

1

​Fundamental Market Analysis for September 2, 2026 USDJPY

Event to watch today:

15:15 EET. USD - ADP Employment Change

USDJPY:

A month without swaps on majors! Learn more

USDJPY remains above the 160 mark as rising US Treasury yields and stronger expectations of an Fed rate hike support the dollar. The significant interest rate differential between the two countries maintains the attractiveness of carry trades, while higher oil prices further worsen conditions for Japan's import-dependent economy.

Support for the yen comes from statements by Bank of Japan representative Hajime Takata regarding the need to flexibly raise rates to curb inflationary pressure. The market also expects tighter policy from the regulator in September. However, these expectations have not yet provided sustained strengthening of the Japanese currency, as US yields rise alongside Japanese bond yields.

The main risk to pair growth remains the possibility of new actions by Japanese authorities following recent joint intervention by Japan and the US. Official concern about yen weakness could limit upside potential and trigger a sharp correction. Nevertheless, until confirmed measures appear, the combination of strong dollar momentum, elevated oil prices, and wide rate differentials continues to favor the USDJPY bullish scenario.

Trading idea: BUY 160.27, SL 159.87, TP 161.27

1

Weekly Review: XAUUSD, #SP500, #BRENT | 4 September 2026​

XAUUSD: SELL 4455.00, SL 4505.00, TP 4335.00

Gold begins the week after a sharp decline triggered by reassessment of Fed policy prospects. The probability of a September rate hike has increased, US bond yields have risen, and dollar strength reduces the attractiveness of the metal, which does not generate interest income.

Geopolitical tensions support safe-haven demand and may limit the depth of the correction. However, a sustained recovery will require easing of Fed rate expectations or weaker US labor market data. Until this happens, monetary factors retain their advantage and support the scenario for further XAUUSD decline.

Trade Idea: SELL 4455.00, SL 4505.00, TP 4335.00

#SP500: SELL 7697, SL 7757, TP 7547​

The US stock market enters the week under pressure from rising yields and increased probability of a Fed rate hike. Expensive oil intensifies inflation concerns, while higher borrowing costs may reduce the attractiveness of highly valued stocks, particularly in the technology sector.

Focus will be on employment data and new corporate earnings. A strong labor market can strengthen expectations of policy tightening, while weak figures would ease pressure on the index. Until confirmation of a shift in expectations is received, the combination of high rates and geopolitical uncertainty keeps the priority on a #SP500 decline.

Trade Idea: SELL 7697, SL 7757, TP 7547

#BRENT: BUY 89.80, SL 87.80, TP 94.60​

Brent receives support due to renewed tensions around the Strait of Hormuz, through which a significant portion of global oil trade passes. Military actions near this key route increase the risk of supply disruptions and bring geopolitical premiums back into quotes, despite dollar strength.

Increased production and partial restoration of sea shipments may limit price rises. The market will also continue to assess inventory levels and demand prospects against the backdrop of tight Fed policy. However, as long as negotiations to stabilize the situation yield no results, the risk of supply disruption remains the main factor and supports the buying scenario for #BRENT.

Trade Idea: BUY 89.80, SL 87.80, TP 94.60

1

Elliott wave analysis of the market for September 1, 2026 BTCUSD

BTCUSD: BUY 79200, SL 77000, TP 85000.

A month without swaps on majors!

No significantly important changes occurred over the past day. The price traded at the same price levels throughout this time.

However, some interesting developments have emerged. The decline has been halted, and Bitcoin is attempting to start rising.

Most likely, buyer activity will increase in the near future, leading to another strong bullish wave. This is driven by the formation of wave 5 of (iii) extension within the third impulse wave.

Thus, entering long positions in this situation remains a quite promising trading decision.

Investment idea: BUY 79200, SL 77000, TP 85000.

1

Market Fundamental Analysis for August 31, 2026 GBPUSD

GBPUSD:

A month without swaps on majors!

The pound maintains support from the UK's inflationary backdrop, but fails to regain ground against the strengthening US dollar. Rising inflation expectations among British consumers reduce the likelihood of imminent easing by the Bank of England, while simultaneously highlighting the risk that high prices will continue to weigh on domestic demand and economic activity.

Earlier expectations of a rate hike by the Bank of England helped GBPUSD rise to multi-month highs, so a significant portion of this factor has already been priced in by the market. Attention has now shifted to the relative hawkishness of the two central banks. Following signals from the Federal Reserve indicating its readiness to continue fighting inflation, US bond yields have risen, and the probability of a September rate increase has noticeably increased.

Within the current session, the dollar's momentum appears stronger than local arguments supporting the pound. The British currency may receive support from persistent inflation, but renewed growth will require new data reinforcing expectations of Bank of England action. Until such confirmation appears, rate hikes in the US and cautious demand for safe-haven assets create conditions for further GBPUSD decline.

Trade idea: SELL 1.35420, SL 1.35870, TP 1.34340

1

Elliott wave analysis of the market for August 27, 2026 BTCUSD

BTCUSD: BUY 79000, SL 78000, TP 83000.

A month without swaps on majors!

Bitcoin's continued growth is slightly delayed. The price decided to correct a bit, which led to a slight decline into the previous correction range.

From here, buyer activity begins to show again. The price is attempting to rise, and if this plan materializes, we will see an update of the local maximum.

This movement is caused by the formation of an extending wave (iii), in which the development of the internal wave 3 is completing.

Thus, the price has all chances for continued impulsive growth in the near future, so it is recommended to consider opening buy positions at current market prices.

Investment idea: BUY 79000, SL 78000, TP 83000.

1

Analysis of margin levels for August 25, 2026 XAUUSD

XAUUSD: BUY 4581.24-4639.24, TP1-4697.24, TP2-4814.04.

Long-term trend: bullish. The largest concentration of volume in the current contract is located within the 4360.00–4400.00 range. At present, trading activity in XAUUSD is taking place above this range, indicating buyer strength.

Medium-term trend: bullish. The largest concentration of medium-term volume is located within the 4380.00-4400.00 and 4570.00-4590.00 ranges. At present, trading activity in XAUUSD is taking place above these ranges, indicating buyer strength.

From a margin requirements perspective, the favorable buying area is located between the 1/4 and 1/2 zones drawn from the high of August 25, 2026.

The upper boundary of the 1/4 zone is 4639.24.

The upper boundary of the 1/2 zone is 4581.24.

Intraday target: a retest of the August 25, 2026 high at 4697.24.

Medium-term target: a test of the lower boundary of the GWCZ at 4814.04.

Trading recommendation: consider buying from the favorable price range once a reversal pattern forms.

Buy: 4581.24–4639.24, Take Profit 1–4697.24, Take Profit 2–4814.04.

37
ANr/compliance·by u/anjali29·16dQuestion

Exposure Limits and Correlation: How do you guys manage?

I'm still wrapping my head around proper risk sizing, especially when you're looking at multiple positions that feel independent but might actually be correlated. Say you're long $NVDA and $AMD because you like the chip sector, but then you also have a position in an ETF that heavily weights those same names. Or, perhaps less obviously, you're long $USDJPY and also short $EURUSD because you have a strong dollar thesis. How do you all account for the overlapping exposure and potential compounding risk when setting your overall portfolio limits? Is it as simple as just adding up the beta-adjusted notional, or are there more sophisticated approaches you use to prevent a nasty surprise when the tide goes out?

18

Navigating AML for cross-border digital asset transfers

Curious how others are handling AML red flags specifically with cross-border digital asset transfers. The traditional banking rails have established correspondent relationships and known FATF grey/black lists, but with crypto, it feels like the landscape is far more dynamic. What's the practical approach to identifying ultimate beneficial ownership (UBO) when assets might move through multiple non-custodial wallets across different jurisdictions before hitting an exchange? And how do you factor in the varying regulatory stances on self-hosted wallets across different regions?

5

ขอคำแนะนำเรื่องการทำ Compliance ในภูมิภาคที่กฎไม่ชัดเจนครับ

อยากถามพี่ๆ ที่มีประสบการณ์ครับ เวลาที่เราต้องทำ compliance ในประเทศที่กฎหมายยังไม่ชัดเจน หรือตีความได้หลายแบบ โดยเฉพาะเรื่อง crypto หรือพวก digital assets เนี่ย ปกติพี่ๆ จัดการเรื่องความเสี่ยงทางกฎหมายกันยังไงครับ? เราควรจะยึดตามหลักสากลไปก่อนเลยไหม หรือต้องระวังอะไรเป็นพิเศษจาก regulator ในประเทศนั้นๆ ที่อาจมาแบบไม่ทันตั้งตัวครับ?

3

Quick Take: Position Sizing and Its Overlooked Role in Risk Management

Been diving into the concept of position sizing lately, and it's striking how often this gets glossed over, especially by newer traders. We talk a lot about stop-losses and targets, but how much capital you're putting on the line for a given trade is arguably the most critical component of risk management. It's not just about setting a stop; it's about making sure that even if a trade hits that stop, the dollar amount lost is an acceptable percentage of your total account.

Think about it: a 1% risk rule on a $10,000 account means you're willing to lose $100 per trade. If your stop is, say, $0.50 away, you can then size your position to 200 shares. If you're trading a higher volatility stock like $VNM, currently at $17.87, where a $0.50 stop might be quite tight for its typical daily range of $17.68-$17.92, you might need a wider stop, which means fewer shares to maintain that $100 risk. Conversely, for a stock like $BDL at $48.12, if your stop is $1.00 away, you'd only take 100 shares. It’s all about protecting your capital first and letting the winners run second. It’s a game-changer once it clicks.

3
WAr/compliance·by u/wei_adams·17dQuestion

Basel IV's impact on liquidity ratios for smaller banks

Been trying to get my head around the specifics of Basel IV, particularly how it adjusts the calculation of Liquidity Coverage Ratio (LCR) and Net Stable Funding Ratio (NSFR). For those of you working with smaller, regional banks, what's been your experience with the capital implications? Are you seeing significant adjustments needed beyond what Basel III already imposed, or is it more about refining existing frameworks?

5

Understanding Position Sizing: Risk Management 101

It's easy to get caught up in the allure of a great trade idea, but without proper position sizing, even winning strategies can wipe out accounts. Think of it this way: your position size isn't just about how many shares or contracts you buy; it's intrinsically linked to how much capital you are willing to risk on any single trade.

Let's say your standard risk per trade is 1% of your total trading capital. If you have a $100,000 account, that's $1,000. Now, if you identify a setup in $AAXJ at 116.32 with a hard stop loss at 115.32, your per-share risk is $1.00. To calculate your position size, you'd divide your total dollar risk ($1,000) by your per-share risk ($1.00), giving you 1,000 shares. Crucially, this means that if your stop is hit, you only lose 1% of your account, regardless of how good (or bad) the trade turned out to be. This principle is fundamental to longevity in the markets. Adjusting position size based on the specific trade's risk profile, rather than a fixed number of shares, is the mark of a disciplined trader.

3

Understanding Risk-Reward in Practice

It's easy to preach 'good risk-reward,' but what does it really mean in a live scenario? For me, it's about defining your downside before you enter a trade and making sure your potential upside offers at least twice that. Let's say you're looking at $BDL, currently trading around 48.12. If your analysis suggests a stop-loss at 46.795 (the day's low), your immediate risk is about $1.32 per share. For this to be a 1:2 risk-reward trade, you'd need to see potential upside to at least $50.76 (48.12 + 2 * 1.32). If the chart doesn't support that target, the trade setup might not meet your criteria. This isn't about guaranteeing profit, but about ensuring that when you're wrong, you lose less than what you stand to gain when you're right, over a series of trades.

It sounds simple, but sticking to this discipline consistently is a core component of long-term survival and growth in the markets. Too often, traders focus solely on the entry and the potential profit, overlooking the crucial step of pre-defining their maximum acceptable loss and balancing it against realistic targets. It's a risk management cornerstone that keeps small losses from compounding into unrecoverable damage.

7
JHr/compliance·by u/jhernandez·18dQuestion

AML compliance for small investment firms – how granular does it get?

Starting to get my head around AML and KYC for investment firms, specifically the CDD/EDD requirements. For larger institutions, I get that they have whole departments for this. But for a smaller firm, say managing assets under $50M, with a limited client base (mostly HNWI and small family offices), how much in-depth investigation are you really expected to do on every single transaction? It feels like we'd be doing forensic accounting for every wire. What's the practical expectation for transaction monitoring and ultimate beneficial ownership checks without breaking the bank on compliance tech?

5

The Often-Overlooked Power of Position Sizing

We often talk a lot about entry and exit strategies, but one fundamental aspect that's frequently underestimated, particularly by newer traders, is effective position sizing. It's not just about how much you can afford to lose if a trade goes south, but about how you manage your capital across multiple trades to ensure longevity and mitigate the impact of losing streaks.

Think about it this way: if you're risking 10% of your capital on a single $ATOM trade at say, its current $1.60 level, a 10% drop means you've wiped out 1% of your total portfolio, just like that. Repeat that a few times, and the compounding effect of losses makes recovery incredibly difficult. Conversely, if you consistently size your positions so that you're only risking, say, 1-2% of your total capital per trade, even a string of losers won't put you out of the game. It allows you to stay in the market longer, learn more, and be around for when your edge kicks in. It's the ultimate risk management tool.

9
NIr/compliance·by u/nicole26·18dDiscussion

Keeping up with KYC/AML in DeFi — A futile exercise?

It feels like every other week there's a new jurisdiction or a fresh set of guidelines regarding KYC/AML for anyone touching crypto, let alone operating in DeFi. The goalposts just keep moving. Are we really seeing effective compliance implementation in decentralized protocols, or is it more of a 'best effort' at this stage, constantly playing catch-up? Sometimes it feels like we're just building more elaborate sandcastles against a rising tide of regulation.

11
PMr/compliance·by u/pablo.martin·19dDiscussion

KYC Automation for Small Entities: Balancing Efficiency and Rigor

We're seeing a push for greater efficiency in KYC processes, particularly with fintechs and smaller institutional clients. The allure of fully automated solutions for verifying beneficial ownership and identifying PEPs is strong, but how are others finding the balance between speed and maintaining a robust, audit-proof due diligence framework? The temptation to over-rely on automated checks, potentially missing nuances only a human review might catch, is a persistent concern, especially across disparate jurisdictions with varying record-keeping standards. What are the practical pain points when implementing these automated systems without compromising the integrity of the risk assessment?

6
WSr/compliance·by u/watchara_s·19dQuestion

On the subject of VaR and stress testing for smaller portfolios

I've been reading up on Value at Risk and various stress testing methodologies, and while I grasp the core concepts, I'm finding it hard to scale down the implementation for a relatively small, diversified personal portfolio. For those managing more modest sums, how do you practically apply or adapt these kinds of risk management frameworks without needing enterprise-level tools?

10

AML compliance for new, small-scale crypto exchanges?

Starting to look into setting up a very small, niche crypto exchange primarily for specific utility tokens, not broad $BTC or $ETH trading. The volume would be minuscule at first, maybe a few transactions a day. I'm trying to wrap my head around the AML/KYC requirements. It seems like even for something this small, the regulatory burden is significant, effectively requiring the same infrastructure as a much larger exchange.

Is there any distinction or lighter touch for very low-volume, limited-scope crypto exchanges in terms of AML compliance, or is it pretty much a one-size-fits-all, regardless of scale?

1

Market Fundamental Analysis for August 21, 2026 EURUSD​

EURUSD:

The euro enters the European session supported by a noticeable weakening of the US dollar. The US currency remains under pressure amid market doubts about the effectiveness of US Treasury measures aimed at stabilizing the bond market and concerns over the budget deficit. Against this backdrop, EURUSD is holding near multi-month highs, while the dollar’s previous advantage has weakened considerably.

The fundamental picture for the euro remains mixed but does not contradict the bullish scenario for the pair. German producer prices rose by 3.0% year on year in July, increasing inflation risks, while the market continues to price in the possibility of another ECB rate hike. At the same time, the Bundesbank has warned about Germany’s weak recovery, which limits the euro’s domestic support.

For the current session, the key factor remains investor sentiment toward dollar-denominated assets. As long as higher US Treasury yields fail to restore sustained demand for the dollar and concerns about the US debt burden persist, EURUSD retains room to strengthen. After the rise already seen this week, the remaining potential appears moderate, but the base case still allows for further upside.

Trading idea: BUY 1.1690, SL 1.1660, TP 1.1765

-1

Understanding Position Sizing: A Cornerstone of Risk Management

One concept often overlooked by newer participants, yet foundational to managing risk, is proper position sizing. It's not just about how much capital you have, but how much you're willing to lose on any given trade. A common method involves determining a fixed percentage of your total trading capital you're comfortable risking per trade – say, 1% or 2%. If your stop-loss is set such that a move from your entry to that stop represents a $500 loss, and your maximum risk per trade is $200, then your position size must be adjusted accordingly, even if that means taking a smaller lot than you initially envisioned. For instance, with $XLE currently around 63.75, if your stop is at 63.00, that's a 0.75 point risk per share. If your account allows a $100 max loss, you'd be looking at roughly 133 shares.

Failing to properly size positions often leads to outsized losses when trades go south, eroding capital quickly and making it difficult to recover. It's the practical application of your risk tolerance, directly impacting capital preservation and ensuring that no single trade, regardless of how confident you are in it, can decimate your account.

1
RWr/compliance·by u/rwilliams·19dDiscussion

Navigating the patchwork of global crypto licensing requirements

Hey everyone, just tossing a question out there that's been on my mind for a bit. We're seeing more and more jurisdictions rolling out their own specific crypto licensing frameworks – MiCA in Europe, varying state-level rules in the US, MAS in Singapore, and so on. It feels like every month there's a new nuance to keep track of.

For those of you operating across multiple regions, how are you really handling the practicalities of this increasingly fragmented regulatory landscape? Beyond just getting the licenses, what are the biggest operational challenges you're facing in terms of maintaining compliance? Is it the sheer volume of bespoke reporting requirements, the differing interpretations of what constitutes an 'exchange' or a 'custodian,' or something else entirely? Curious to hear some real-world perspectives on managing this beast.

44

Understanding Position Sizing and Its Role in Risk Management

It's easy to get caught up in the chase for high returns, especially when you see movements like $VNM trading from 17.07 to 17.195 in a day, or $CPI fluctuating around 25.60. But a fundamental aspect of staying in the game, particularly in a compliance-heavy environment, is sound position sizing. It's not just about what you could gain, but what you can afford to lose on any single trade or investment. Think of it as setting the maximum percentage of your total capital you're willing to expose to a single idea, perhaps 1% or 2%. If your stop loss on a trade implies a 50-cent loss, and you're risking 1% of a $100,000 portfolio, you'd buy 20 shares. This disciplined approach means no single 'bad' trade can wipe out a significant portion of your capital, ensuring you're around to capitalize on future opportunities, which is crucial for long-term portfolio health and regulatory adherence. It's the practical application of risk management that often gets overlooked.

5
JAr/compliance·by u/jung_aoi·19dQuestion

KYC/AML for small, independent algo shops?

For those of you running smaller, independent shops developing and deploying algos, how are you approaching KYC/AML requirements, especially when dealing with multiple client accounts or diverse asset classes? Is there a general threshold or best practice for when to invest in more robust solutions beyond basic record-keeping?

5
LJr/compliance·by u/lotte_jones·19dQuestion

Question on position sizing for multi-asset strategies

I'm trying to get a handle on risk-adjusted position sizing across a portfolio that includes both traditional equities and some lower-liquidity alternative assets. When you're calculating something like VAR or expected shortfall, especially with tail risk events, how do you practically account for the differing liquidity profiles when determining actual position sizes? Is it purely a factor applied to the capital allocation, or do some of you effectively 'size down' the less liquid assets more aggressively in the initial allocation?