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The Evolutionary Leap from Process Automation to Full Autonomy

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Robin Hasson, Head of Reconciliations – Product Management at Smartstream, discusses a major evolutionary leap in financial services technology: the industry’s shift from simple process automation to full autonomy whereas automation typically focuses on point-to-point processes, such as loading data or managing throughput.

Autonomy, conversely, is defined by chaining multiple automated processes together into much longer, goal-driven workflowsThis fundamentally changes the system’s purpose, enabling it to autonomously derive and execute the single best way to solve a complex problem rather than just following a pre-set routine. This new approach represents a significant evolution from the tools provided over the last decade, which simply allowed people to manually find, report, and deal with data themselvesNow, Smartstream is focused on an “outcome first” model where the system proactively seeks out problems before the user even knows they existBeyond just flagging an issue, the autonomous system is designed to propose an out-of-the-box solution, thereby delivering the end goal directly to the user and eliminating the tedious manual search for data or workarounds.

The deployment of these highly autonomous systems, however, requires careful design, particularly in the heavily regulated environment of financial services. Smartstream cautions that firms cannot simply allow a “black box” to control everything; systems must be designed to meet strict regulatory and business process needsAccountability is paramount: there must be full traceability, audit, and control, including data lineage that tracks every change and explains the logic behind every decisionCrucially, the human element remains accountable and humans must retain the ability to sign off, approve, reject, or control the system’s actions, ensuring they can prove to regulators exactly what transpired at any point in the future

Looking at the world of agentic workflows, Hasson acknowledged that while agents can handle tasks like designing workflows, orchestrating connections, and simulating user activities, the challenging part is accurately capturing real business intentThis deep domain knowledge is something financial firms and providers like Smartstream have spent years fine-tuning with clientsSmartstream’s strategy is to leverage this existing, highly accurate knowledge, rather than starting from scratch, to build agentic workflows, resulting in greater value and more trustworthy systemsSmartstream anticipates that while this technology is in its early stages, it could eventually automate most back-office functions, provided the proper levels of human scrutiny, control, and accountability are in place.

These Classic Bitcoin Metrics Forecast a ‘Big Move’ Ahead in BTC Price

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Bitcoin (BTC) has recovered 25% from its multi-year low below $60,000, with momentum indicators flashing rare “buy” signals.

Key takeaways:

  • Bitcoin’s MACD and RSI indicators forecast a sharp BTC price rally in the coming days.

  • Bitcoin price must reclaim $78,000 in the coming days to sustain upward momentum.

Bitcoin’s MACD, RSI confirm “bull market is on”

Data from TradingView showed BTC/USD trading at $75,300, 4% below its 10-week high of $78,380 reached on Friday. 

Despite this pullback, fueled by uncertainties over the US and Israel-Iran war, price indicators hinted at continued upside to come.

Analyzing the moving average convergence divergence (MACD) indicator in the weekly time frame, trader Sykodelic flagged a key bullish crossover, setting Bitcoin up for an upward run.

Related: BTC price due ‘new highs:’ Five things to know in Bitcoin this week

“Not only do we have a 1W MACD bullish cross and break of trend, we have it from the lowest point the MACD has ever dropped to,” analyst Sykodelic said in a recent post on X, adding:

“We are at a very important level here, and the weekly close will be very important.”

Previous instances show that Bitcoin tends to rise sharply when the MACD line (blue) crosses above the signal line (orange). 

This ultimately has led to 340%-380% BTC price gains, as seen in 2018-2019 and 2022-2023.

BTC/USD weekly chart. Source: Cointelegraph/TradingView

“A big move usually follows whenever this weekly MACD bullish cross happens,” analyst Mikybull Crypto said in a recent post on X.

Meanwhile, the relative strength index, or RSI, has now recovered to 43 from 21 in mid-February. When combined with a buy signal on the MACD, the picture begins to resemble previous cycles.

In a recent video posted on X, trading resource Material Indicators said that the weekly RSI holding above the 41 level was among the “macro things that need to happen to say a validated bull market is on.” 

Previous occurrences in 2023, 2020 and 2019 have led to 660%, 1,600% and 316% BTC price rallies, respectively.

Other Bitcoin analysts suggest that sustained spot market buy volume and consistent inflows to the Bitcoin ETFs are the necessary components required for a rally to new highs.

Bitcoin must reclaim $78,000 next

As Cointelegraph reported, Bitcoin’s bullish case hinges on flipping the resistance at $78,000 into support, where the true market mean currently sits.

Analyzing Bitcoin’s price action on lower time frames, Telegram trading resource Technical Crypto Analyst said that after reclaiming the $70,000 level, the BTC/USD pair is “now pushing into a major supply zone around 75K–78K, which is acting as resistance,” adding:

“A clean breakout above this zone could continue the move toward new highs, while rejection may lead to a pullback toward the 68K–70K support region.”

BTC/USD four-hour chart. Source: Technical Crypto Analyst

Fellow analyst Bitcoinsensus said failure to break above $78,000 would suggest that the latest rally was a “possible bull trap,” as seen in previous failed breakouts. 

“If price loses momentum from here, the setup keeps downside pressure in focus in the near term.”

BTC/USD daily chart. Source: Bitcoinsensus

As Cointelegraph reported, a close above the $76,000-$78,000 area would confirm that the buyers are in control, clearing the path for a potential rally to $84,000.