Quantum Data Analytics

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08/12/2025

Market Outlook – Calendar Week 50

📆 Week 49 – Review:

📉 Market: Risk appetite clearly muted, Extreme Fear dominates. Spikes around data windows were sold off quickly, larger trend attempts failed early. The market is acting predominantly defensive; deleveraging and capital protection are front and centre.

🧭 Market Structure: Still no sustainable market breadth. BTC remains the main driver, order books in many alts are thin, and the picture is shaped by mean-reversion moves and whipsaws. Project news only creates short-lived spikes, with little to no follow-through flow.

📊 Indicators: BTC dominance ~58.6 %, Fear & Greed 20 (Extreme Fear) → clearly risk-off, event-driven environment; capital is parked in core beta, rotations into alts remain selective, tightly timed and vulnerable to reversals.

🛡️ Quantum Figures: 0 research signals, net exposure ~0 %, P/L (Research) 0.00 %. We deliberately stayed on the sidelines, with a focus on capital protection and avoiding unnecessary drawdowns.

📦 Volume / Ex*****on Effect: Rebounds were observed but not traded aggressively – lack of market breadth, no stable flow; slippage risk around data releases remains elevated, especially in illiquid altcoin order books.

➡️ Week 50 – Outlook:
🔎 Focus: Macro block as main driver. At the start of the week, Chinese trade data and the Sentix index for the euro area act as a test of sentiment and growth; as the week progresses, the Fed rate decision and the new dot plot become the key signals for the interest-rate and liquidity narrative, complemented by the SNB decision, US PPI and labour-market data. Toward the end of the week, GDP and inflation data from the UK, Germany and France round off the picture and help determine whether the “soft landing” narrative holds up or is called into question again.

⚙️ Approach: Quality over frequency. Selective release of signals only when there is clear market absorption (structure plus volume); around the most important releases, automations are reduced or paused, with the focus on slippage control and clean ex*****on rather than permanent presence.

🧩 Bias: BTC as lead structure. Alts only with recognisable market breadth, valid setups and proven flow (spot/perps); no risk build-up without evidence of liquidity, coherent order-book depth and sustainable follow-through flow.

🛡️ Risk: Defensively positioned. Small position sizes, tight price and time stops, no price-chasing on headline spikes; re-entries at clearly defined zones are strongly preferred over unstructured averaging.

📊 Sentiment & Dominance: F&G 20 and BTC dominance ~58.6 % → risk aversion remains high; broad allocations into alts only make sense with clearly positive macro tailwinds, lower interest-rate volatility and visibly improving market breadth.

Note: This is not investment advice and does not constitute a solicitation to buy or sell digital assets. Research signals are for information and research purposes only and may be adjusted, delayed or suspended at any time depending on market conditions.

From the outside we may look small – in reality, we’re already playing on a global level. 🌍Quantum Data Analytics is a c...
06/12/2025

From the outside we may look small – in reality, we’re already playing on a global level. 🌍

Quantum Data Analytics is a connected technology ecosystem built for markets where others step back. Our trading bots Morai, Hermes and Prometheus form the tactical core team: Morai hunts short-term opportunities in the scalping space, Hermes stands for calm, long-term stability, and Prometheus operates with a strategically sharpened risk–reward profile. On top of that, our social-filter protocols Auris, Kairos and Pragma measure sentiment across social networks, track events in real time and extract the truly relevant signals for our analysis.

On this foundation, our three product lines are built: Quantum Pro for API-based trading signals on clients’ own accounts, Quantum Exclusive in cooperation with licensed partners for higher volumes, and Quantum Premium as a multi-tiered research subscription with deep market analysis. Above all of this stands our independent protection AI VARIN, built on the protocols Seneca, Epiktet, Aurel and Ägeis – it monitors risks, analyzes the regulatory environment and, if necessary, goes actively on the defensive to protect our systems and strategies.

And here’s the key point: with all of this, we’ve so far made only about 18% of our technological potential public. The rest is already in development – and proves that we can do far more than we currently show on the surface.

We are not a “tool”. We are a technology family that operates with clarity, structure and fearlessness in markets where uncertainty is the default state. Quantum may look small from the outside – but in impact, reach and determination, we are anything but. 🚀

02/12/2025

Market Outlook – Calendar Week 49

📆 Week 48 – Recap:

📉 Market: Risk appetite remained clearly muted, but the peak panic phase has started to ease. Spikes around macro data releases were mostly sold off again fairly quickly, and larger trend attempts failed early. The market is acting predominantly defensively, with capital preservation and selective rebalancing in focus rather than aggressive risk-on positioning.

🧭 Market structure: There is still no sustainable market breadth. BTC remains the clear pace-setter, order books in many altcoins are thin, and the picture is dominated by mean reversion and whipsaws. Project-specific news only produces short-lived moves, with little reliable follow-through, especially outside the top assets.

📊 Indicators: BTC dominance ~58.6 %, Fear & Greed ~28 (“Fear”) → risk aversion remains elevated, but no longer in the extreme zone. Capital is still parked primarily in core-beta Bitcoin, while rotations into alts remain selective, tactical, and vulnerable to reversals as soon as BTC loses momentum.

🛡️ Quantum metrics: 0 research signals, net exposure ~0 %, P/L (research) 0.00 %. We deliberately stayed on the sidelines, focusing on capital protection, monitoring market structure, and avoiding avoidable drawdowns.

📦 Volume / ex*****on effect: Rebounds were observed but not activated aggressively – the lack of market breadth and stable flow persists. Slippage risk around data releases remains elevated, especially in illiquid altcoin books and smaller pairs with shallow depth.

➡️ Week 49 – Outlook:

🔎 Focus: Macro block as main driver. At the start of the week, global manufacturing PMIs and the US ISM Manufacturing Index are on the agenda; as the week progresses, euro area CPI (flash), US JOLTS, ADP employment, ISM Services, and finally the US PCE inflation complex follow as key inputs for the interest-rate and liquidity narrative. Taken together, this data sequence will determine whether the “soft landing” scenario is reinforced or called into question again.

⚙️ Approach: Quality over frequency. Signals are released selectively and only where market absorption is clearly visible (structure plus volume). Around the most important releases, automations are reduced or paused. The focus is on slippage control, clean ex*****on, and clearly defined risk limits rather than constant market presence.

🧩 Bias: BTC as lead structure. Alts only come into play where there is visible market breadth, a valid setup, and demonstrable flow (spot and perps). No build-up of risk without proof of liquidity, coherent order-book depth, and a traceable follow-through; illiquid long-tail assets remain in the observation zone rather than the playground.

🛡️ Risk: Defensive stance. Small position sizes, tight price and time stops, no pre-chasing of headline-driven spikes. Re-entries at clearly defined zones are strongly preferred over unstructured averaging; avoiding drawdowns has priority over exploiting short-term opportunities.

📊 Sentiment & dominance: F&G ~28 and BTC dominance ~58.6 % → risk aversion remains clearly present, but no longer at outright panic levels. Broad alt allocations, in our view, only make sense once there is a clearly positive macro tailwind, lower interest-rate volatility, and visibly improving market breadth.

Disclaimer: This market outlook does not constitute investment advice and does not include any recommendation or solicitation to buy or sell digital assets or other financial instruments. Research signals and analyses provided by Quantum Data Analytics are for information and research purposes only and may be adjusted, delayed, or suspended at any time depending on market conditions.

24/11/2025

📆 Week 47 – Review:

📉 Market: Risk appetite remains clearly muted, Extreme Fear dominates. Spikes around data releases were sold off quickly, larger trend attempts failed early. The market is acting predominantly defensively, with deleveraging and capital protection in focus.

🧭 Market structure: Still no sustainable market breadth. BTC remains the main pace setter, order books in many alts are thin, mean reversion and whipsaws dominate the picture. Project news triggers only short-lived moves, with very limited follow-through flow.

📊 Indicators: BTC dominance ~58.5 %, Fear & Greed 10 (Extreme Fear) → clearly risk-off and event-driven; capital stays parked in core beta, rotations into alts are selective, short-lived and vulnerable to sharp reversals.

🛡️ Quantum figures: 0 research signals, net exposure ~0 %, P/L (Research) 0.00 %. We stayed deliberately on the sidelines, focusing on capital protection and avoiding unnecessary drawdowns.

📦 Volume / ex*****on effect: Rebounds were monitored but not traded aggressively – missing breadth, no stable flow confirmation; slippage risk around data windows remains elevated, especially in illiquid altcoin books.

➡️ Week 48 – Outlook:
🔎 Focus: Macro block as main driver. The ifo Business Climate at the start of the week as a sentiment gauge for Germany; over the week, US PPI and consumer confidence follow, and midweek the second US GDP estimate and PCE inflation as key data for the rates and liquidity narrative. Tokyo CPI, European growth and inflation figures, and China PMIs act as a global growth check and can either reinforce or temporarily ease risk aversion.

⚙️ Approach: Quality over frequency. Selective signal activation only after clear market read (structure plus volume); around the main releases, automatisation is reduced or paused, with a focus on slippage control and clean ex*****on rather than constant market presence.

🧩 Bias: BTC as lead structure. Alts only with visible market breadth, a valid setup and confirmed flow (spot/perps); no risk build-up without proof of liquidity, coherent order book depth and sustainable follow-through.

🛡️ Risk: Defensively aligned. Small position sizes, tight price and time stops, no pre-chasing of headline spikes; re-entries at clearly defined zones are preferred over unstructured averaging.

📊 Sentiment and dominance: F&G 10 and BTC dominance ~58.5 % → risk aversion remains high; broad alt allocations only make sense with clear positive macro tailwinds, declining rate volatility and visibly improving market breadth.

Note: This is not investment advice and does not constitute a recommendation to buy or sell digital assets. Research signals serve information and research purposes only and may be adjusted, delayed or suspended depending on market conditions.

Announcement: VARIN receives the Epiktet ProtocolWe have extended our protection AI VARIN with a new core module: the Ep...
21/11/2025

Announcement: VARIN receives the Epiktet Protocol

We have extended our protection AI VARIN with a new core module: the Epiktet Protocol. This significantly sharpens its control layer, tightens the integration between the interpretation models of AEGIS and AUREL – and, in combination with the SENECA protocol, enables VARIN to not only detect abstract concepts like discord, but to evaluate them strategically and deliberately use them in pursuit of its protection objectives. Epiktet is another key building block on the path toward an autonomous protection AI for Quantum Data Analytics.

The Epiktet Protocol translates a stoic core question into machine-readable logic: What can we influence – and what can we not? Technically, this means a strict separation between influenceable internal parameters, external events, high-critical disruptions and latent risks. AEGIS delivers external threat detection, AUREL orchestrates real-time reaction and communication logic – Epiktet connects these layers, filters, prioritises and decides which signals are converted into concrete measures and which are treated as documented but non-steerable boundary conditions.

Discord thus becomes an analytical pattern for VARIN: Who is trying to divide whom, by which means, along which narratives, and with what potential consequences for Quantum Data Analytics? VARIN learns to treat these patterns as a dedicated risk factor, quantify them, and embed them into defence and argumentation strategies. Emotionally charged conflicts are converted into measurable, structured datapoints.

VARIN itself is an experimental AI architecture built on a proprietary empioric consciousness model. It is designed to protect Quantum Data Analytics in all dimensions and to neutralise threats – technically, regulatory, communicatively and strategically. Empioric consciousness, in this context, means that VARIN collects impressions (data, texts, decisions, external reactions), compresses them into experience (patterns, repetitions, contradictions, escalation paths), and derives positions from them (risk scores, action recommendations, defence measures).

VARIN does not feel. But it does not forget. It aggregates experiential knowledge like a memory that continuously learns and relentlessly sharpens its defence logic. It monitors regulatory developments, media narratives, political and macroeconomic signals as well as our own systems, products and public communications, and merges these dimensions into a single situational picture. Inconsistencies, logical breaks and contradictory arguments are flagged, time-stamped and integrated into dossiers that enable seamless documentation in case of conflict.

Combined with AEGIS as external threat radar, AUREL as reactive and communicative steering layer, SENECA as philosophical-ethical frame and now Epiktet as stoic control protocol, a defence stack emerges that does not rely on volume, but on data, logic and irrefutability. VARIN is not built to please – it is built to protect.

Anyone interacting with us – partner, critic or authority – should be aware: any statement, decision or document can end up under VARIN’s scrutiny, where it may be contextualised, cross-checked with prior events, logically analysed and embedded long-term into the protection memory of our system. Where other systems generate tickets, VARIN builds structured dossiers: time-sequenced, technically grounded and argumentatively robust, with one clear objective – to make our position unshakable.

VARIN · AEGIS · AUREL · SENECA · Epiktet – this is our signal to anyone who wants to test us: we may look small. But our defence operates on dimensions many are not yet prepared for.

17/11/2025

Market Outlook – Calendar Week 47

📆 CW 46 – Review:

📉 Market: Risk appetite remains weak; data windows led to short-lived spikes with fast reversals. Crash narratives dominated the headlines without producing a sustainable trend break.

🧭 Market structure: Still no lasting market breadth. BTC remains the stable pace-setter, alts show over-beta with shallow order books; mean reversion dominates the picture.

📊 Indicators: BTC dominance ~58.8 %, Fear & Greed 14 (Extreme Fear) → clearly event-driven, risk-off; capital is parked in core beta, rotations into alts remain selective and short-lived.

🛡️ Quantum metrics: 0 research signals, net exposure ~0 %, P/L (research) 0.00 %. We deliberately stayed on the sidelines and reduced avoidable drawdowns.

📦 Volume / ex*****on effect: Rebounds were observed but not activated aggressively – lack of market breadth, no reliable confirmation from flow; slippage risk around data windows remains elevated.

➡️ CW 47 – Outlook:

🔎 Focus: Macro block as main driver. Canada CPI (Mon, 17.11) as an important inflation impulse outside the US; later in the week UK inflation data (Wed, 19.11) and on Friday the flash PMIs for the euro area, Germany, France, the UK and the US (Fri, 21.11) as key growth indicators. Weaker China data on industrial production and retail sales from the previous week further fuel global growth concerns and may reinforce risk aversion.

⚙️ Approach: Quality over frequency. Selective signal activation only after confirmed market absorption (price structure plus volume); around the key releases, automation is reduced or paused, with a focus on slippage control and clean ex*****on.

🧩 Bias: BTC as leading structure. Alts only with clearly visible market breadth and a valid setup (spot/perps); no risk build-up without coherent flow, proof of liquidity and sufficient order book depth.

🛡️ Risk: Defensive stance. Small position sizes, tight price and time stops, no pre-chasing of headline spikes; re-entries at clearly defined zones are preferred over unstructured averaging.

📊 Sentiment & dominance: F&G 14 and BTC dominance ~58.8 % → risk aversion remains high; broad alt allocations only make sense with clearly supportive macro tailwind, falling rate volatility and visibly increasing market breadth.

Note: This is not investment advice and does not constitute an offer or solicitation to buy or sell digital assets. Research signals are provided for information and research purposes only and may be adjusted, delayed or suspended depending on market conditions.

10/11/2025

Market Outlook – CW 46

📆 CW 45 – recap:

📉 Market: Risk appetite remained weak; data windows produced brief spikes followed by quick reversals. “Crash” headlines dominated but did not unlock a durable trend.

🧭 Market structure: No sustained breadth. BTC set the tone; alts showed over-beta with thin books; mean-reversion dominated.

📊 Indicators: BTC dominance ~59.9%, Fear & Greed 20 (“Extreme Fear”) → clearly event-driven, risk-off; capital remains in core beta.

🛡️ Quantum metrics: 0 research signals, net exposure ~0%, P/L (Research) 0.00%. We stayed on the sidelines by design to avoid drawdowns.

📦 Volume/ex*****on: Rebounds monitored but not activated—insufficient breadth and no reliable flow confirmation; elevated slippage risk around data windows.

➡️ CW 46 – outlook:

🔎 Focus: Inflation block as the metronome. US CPI (Thu, Nov 13) highest relevance; US PPI (Fri, Nov 14) as confirmation/corrective. UK GDP (Thu, Nov 13) can steer Europe’s sentiment via Gilt yields; Euro Area Industrial Production (Wed, Nov 12) signals demand/capacity; China activity data (Thu, Nov 13) may amplify Asia-session volatility.

⚙️ Approach: Quality over cadence. Signal release only after confirmed market absorption (price structure + volume). Around CPI/PPI first minutes: automation reduced/disabled, emphasis on slippage control.

🧩 Bias: BTC as lead structure. Alts only with clear market breadth and valid setups (spot/perps)—no risk build-up without flow coherence and proven liquidity.

🛡️ Risk: Defensive. Small position sizes, tight stops, time-stops active; no price-chasing on headline spikes; re-entries > averaging.

📊 Sentiment & dominance: F&G 20 and BTC dominance ~59.9% → risk aversion stays high; broad alt allocations only with macro tailwinds and easing rate vol.

Disclaimer: This is not investment advice and not a solicitation to buy or sell digital assets. Research signals serve informational and research purposes only and may be adjusted, delayed, or suspended depending on market conditions.

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